OPTIONS CRT NODATE; NAME ILLUS41 'SAMPLE RUN FOR TSP 4.1: ILLUSTRATIVE MODEL FROM MANUAL' ; FREQ A; SMPL 46 75 ; LOAD ; TREND TIME ; ? ? DATA TRANSFORMATIONS. ? P = P/100 ; LP = LOG(P) ; G = GOVEXP+EXPORTS ; R = RS ; PRINT GNP CONS I RS RL P ; SMPL 48,75 ; MNEW = (M+M(-1))/2 ; M = MNEW; DP = LOG(P/P(-1)) ; DP1 = DP(-1) ; SMPL 49,75 ; DM = LOG(M/M(-1)) ; PRINT G M DM TIME DP ; LGNPCUR = LOG(GNP*P) ; LM = LOG(M) ; LVELOC = LGNPCUR-LM ; LGNP = LOG(GNP) ; ? ? DATA IS NOW GENERATED; TRY ESTIMATION ON SINGLE EQUATIONS. ? SMPL 49,75 ; OPTIONS PLOTS ; OLSQ CONS C,GNP ; AR1 CONS C,GNP ; FORCST(PRINT) CONSP ; OPTIONS NOPLOT ; LIST IVS C G LM TIME ; ? DEFINE SOME INSTRUMENTAL VARIABLES 2SLS(INST=IVS) CONS C,GNP; LIML(INST=IVS) CONS C,GNP; PARAM A B ; SET A = @COEF(1) ; SET B = @COEF(2) ; CONST DELTA 15 ; GNPN = GNP/(DELTA+R) ; ? ? LINEAR ESTIMATION OF INVESTMENT EQUATION. ? OLSQ I I(-1),GNP ; FORCST(PRINT,DYNAM,DEPVAR = I) IFIT ; ? ? NONLINEAR ESTIMATION OF SAME EQUATION. ? FRML INVEQ I = LAMBDA*I(-1) + ALPHA*GNP/(DELTA+R) ; PARAM LAMBDA .05 ALPHA .2 ; LSQ(PRINT) INVEQ ; LSQ(INST=IVS) INVEQ ; ? OLSQ R C,LVELOC ; 2SLS(INST=IVS) R C,LVELOC ; PARAM D F ; SET D = @COEF(1) ; SET F = @COEF(2) ; OLSQ DP DP1 LGNP TIME C ; 2SLS(INST=IVS) DP DP1,LGNP,TIME,C ; PARAM PSI PHI TREND P0 ; UNMAKE @COEF PSI PHI TREND P0 ; ? ? THESE ARE THE EQUATIONS OF THE SIMULTANEOUS EQUATIONS MODEL. ? IDENT GNPID GNP-CONS-I-G ; FRML CONSEQ CONS = A + B*GNP ; FRML INTRSTEQ R = D + F*(LOG(GNP)+LP-LM) ; FRML PRICEQ LP = LP(-1) + PSI*(LP(-1)-LP(-2)) + PHI*LOG(GNP) + TREND*TIME +P0 ; ? ? PLOT THE RESIDUALS FROM THE CONSUMPTION EQUATION. ? GENR CONSEQ CONSFIT ; RES = CONS-CONSFIT ; PLOT (MIN = -25,MAX = 25,VALUES,HEADER,BAND = STANDARD,INTEGER,BMEAN) RES * ; ? ? ESTIMATE BY MULTIVARIATE REGRESSION WITH CONTEMPORANEOUS ? CORRELATION OF THE RESIDUALS. ? LSQ(STEP = CEAB) CONSEQ INVEQ INTRSTEQ PRICEQ ; PRINT @FIT ; ? ? ESTIMATE BY NONLINEAR THREE STAGE LEAST SQUARES. ? LSQ(PRINT,INST=IVS) CONSEQ INVEQ INTRSTEQ PRICEQ ; ? ? ESTIMATE BY FULL INFORMATION MAXIMUM LIKELIHOOD. ? FIML(ENDOG=(GNP,CONS,I,R,LP)) GNPID CONSEQ INVEQ INTRSTEQ PRICEQ ; ? ? TEST SOME NONLINEAR HYPOTHESES ? FRML LR1 ALPHALR = ALPHA/(1.-LAMBDA) ; FRML LR2 PHILR = PHI/(1.-PSI) ; ANALYZ LR1 LR2 ; ? ? SIMULATE THE MODEL IN THE SECOND HALF OF THE SAMPLE ? SMPL 66 75 ; SIML (PRNSIM,PRNDAT,TAG = S,ENDOG = (GNP,CONS,I,R,LP)) CONSEQ INVEQ INTRSTEQ GNPID PRICEQ ; PLOT (RESTORE, MAX=1500, MIN=500, LINES=(1000)) GNP G GNPS H CONS C CONSS D ; PLOTS ; ACTFIT R RS ; END ; ? ? START OF THE DATA SECTION ? NOPRINT; SMPL 46 75 ; LOAD GNP CONS I ; ? GNP, CONSUMPTION, INVESTMENT 475.7 301.4 71 468.3 306.2 70.1 487.7 312.8 82.3 490.7 320.0 65.6 533.5 338.1 93.7 576.5 342.3 94.1 598.5 350.9 83.2 621.8 364.2 85.6 613.7 370.9 83.4 654.8 395.1 104.1 668.8 406.3 102.9 680.9 414.7 97.2 679.5 419.0 87.7 720.4 441.5 107.4 736.8 453.0 105.4 755.3 462.2 103.6 799.1 482.9 117.4 830.7 501.4 124.5 874.4 528.7 132.1 925.9 558.1 150.1 981.0 586.1 161.3 1007.7 603.2 152.7 1051.8 633.4 159.5 1078.8 655.4 168.0 1075.3 668.9 154.7 1107.5 691.9 166.8 1171.1 733.0 188.3 1233.4 766.3 207.4 1210.7 759.8 180.0 1186.4 766.6 138.9 ; LOAD EXPORTS ; ? EXPORTS 11.6 16.6 8.5 8.8 4.0 7.4 4.9 2 4.5 4.7 7.3 8.9 3.5 .9 5.5 6.7 5.8 7.3 10.9 8.2 4.3 3.5 -.4 -1.3 1.4 -.6 -3.3 7.2 16.6 23.5 ; LOAD GOVEXP ; ? GOVERNMENT EXPENDITURES 91.8 75.4 84.1 96.2 97.7 132.7 159.5 170.0 154.9 150.9 152.4 160.1 169.3 170.7 172.9 182.8 193.1 197.6 202.7 209.6 229.3 248.3 259.2 256.7 250.2 249.4 253.1 252.5 254.3 257.4 ; LOAD M ; ? MONEY SUPPLY 0 113.1 111.5 111.2 116.2 122.7 127.4 128.8 132.3 135.2 136.9 135.9 141.1 143.4 144.2 148.7 150.9 156.5 163.7 171.3 175.4 186.9 201.7 208.7 221.4 235.3 255.8 271.5 284.4 296.4 ; LOAD P ; ? PRICE LEVEL 44.06 49.7 53.13 52.59 53.64 57.27 58.00 58.88 59.69 60.98 62.9 65.02 66.06 67.52 68.67 69.28 70.55 71.59 72.71 74.32 76.76 79.02 82.57 86.72 91.36 96.02 100 105.92 116.20 126.35 ; LOAD RS ; ? SHORT TERM INTEREST RATE. .81 1.03 1.44 1.49 1.45 2.16 2.33 2.52 1.58 2.18 3.31 3.81 2.46 3.97 3.85 2.97 3.26 3.55 3.97 4.38 5.55 5.10 5.90 7.83 7.72 5.11 4.69 8.15 9.87 6.33 ; LOAD RL ; ? LONG TERM INTEREST RATE. 2.53 2.61 2.82 2.66 2.62 2.86 2.96 3.2 2.9 3.06 3.36 3.89 3.79 4.38 4.41 4.35 4.33 4.26 4.4 4.49 5.13 5.51 6.18 7.03 8.04 7.39 7.21 7.44 8.57 8.83 ; END ;