Détail des résultats de l'estimation pour
la sous-période 1996-2000 
xttobit ln_xijt_ ln_pibip ln_pibti ln_supis ln_disti sans_fm frij
lgij umijt ummijt if year<=2000 
Obtaining starting values for full model: 
Iteration 0: log likelihood = -4642.048 
Iteration 1: log likelihood = -4641.9381 
Iteration 2: log likelihood = -4641.9381 
Fitting full model: 
Iteration 0: log likelihood = -4641.9414 
Iteration 1: log likelihood = -4641.9414 
Random-effects tobit regression Number of obs = 1672 
Group variable (i) : pairid Number of groups = 334 
Random effects u_i ~ Gaussian Obs per group: min = 4 
 avg = 5.0 
 max = 10 
Wald chi2(9) = 703.56 
Log likelihood = -4641.9414 Prob > chi2 = 0.0000 
ln_xijt_ | Coef. Std. Err. z P>|z| [95% Conf. Interval] 
| 
  + 
 | 
   | 
   | 
   | 
   | 
   | 
   | 
   | 
 
| 
 ln_pibip 
 | 
 | 
 | 
 1.399253 
 | 
 .0825308 
 | 
 16.95 
 | 
 0.000 
 | 
 1.237496 
 | 
 1.56101 
 | 
 
| 
 ln_pibti 
 | 
 | 
 | 
 -.0297954 
 | 
 .0677339 
 | 
 -0.44 
 | 
 0.660 
 | 
 -.1625513 
 | 
 .1029605 
 | 
 
| 
 ln_supis 
 | 
 | 
 | 
 -.0153198 
 | 
 .0740901 
 | 
 -0.21 
 | 
 0.836 
 | 
 -.129894 
 | 
 .1605337 
 | 
 
| 
 ln_disti 
 | 
 | 
 | 
 -2.040926 
 | 
 .2316971 
 | 
 -8.81 
 | 
 0.000 
 | 
 -2.495044 
 | 
 -1.586808 
 | 
 
| 
 sans_fm 
 | 
 | 
 | 
 -1.194086 
 | 
 .2634446 
 | 
 -4.53 
 | 
 0.000 
 | 
 -1.710428 
 | 
 -.677744 
 | 
 
| 
 frij 
 | 
 | 
 | 
 .7685053 
 | 
 .6439287 
 | 
 1.19 
 | 
 0.233 
 | 
 -.4935718 
 | 
 2.030582 
 | 
 
| 
 lgij 
 | 
 | 
 | 
 1.083571 
 | 
 .3321051 
 | 
 3.26 
 | 
 0.001 
 | 
 .4326568 
 | 
 1.734485 
 | 
 
| 
 umijt 
 | 
 | 
 | 
 2.590304 
 | 
 .5892161 
 | 
 4.40 
 | 
 0.000 
 | 
 1.435461 
 | 
 3.745146 
 | 
 
| 
 ummijt 
 | 
 | 
 | 
 -.0140322 
 | 
 .2987093 
 | 
 -0.05 
 | 
 0.963 
 | 
 -.5994916 
 | 
 .5714272 
 | 
 
| 
 _cons 
 | 
 | 
 | 
 -8.486339 
 | 
 1.720634 
 | 
 -4.93 
 | 
 0.000 
 | 
 -11.85872 
 | 
 -5.113958 
 | 
 
| 
  + 
 | 
   | 
   | 
   | 
   | 
   | 
   | 
   | 
 
| 
 /sigma_u 
 | 
 | 
 | 
 1.616754 
 | 
 .1295796 
 | 
 12.48 
 | 
 0.000 
 | 
 1.362782 
 | 
 1.870725 
 | 
 
| 
 /sigma_e 
 | 
 | 
 | 
 3.626906 
 | 
 .0701561 
 | 
 51.70 
 | 
 0.000 
 | 
 3.489402 
 | 
 3.764409 
 | 
 
| 
  + 
 | 
   | 
   | 
   | 
   | 
   | 
   | 
   | 
 
| 
 rho 
 | 
 | 
 | 
 .1657685 
 | 
 .0240453 
 | 
   | 
   | 
 .1229621 
 | 
 .2171839 
 | 
 
  
Observation summary: 0 left-censored observations 
1672 uncensored observations 0 right-censored observations 
| 
 . ereturn list Scalars: 
 | 
   | 
   | 
 
| 
 e(rc) 
 | 
 = 
 | 
 0 
 | 
 
| 
 e(ll) 
 | 
 = 
 | 
 -4641.94140625 
 | 
 
| 
 e(converged) 
 | 
 = 
 | 
 1 
 | 
 
| 
 e(ic) 
 | 
 = 
 | 
 1 
 | 
 
| 
 e(df_m) 
 | 
 = 
 | 
 9 
 | 
 
| 
 e(chi2) 
 | 
 = 
 | 
 703.5553687634891 
 | 
 
| 
 e(p) 
 | 
 = 
 | 
 1.1899199396e-145 
 | 
 
| 
 e(N_g) 
 | 
 = 
 | 
 334 
 | 
 
| 
 e(g_min) 
 | 
 = 
 | 
 4 
 | 
 
| 
 e(g_avg) 
 | 
 = 
 | 
 5.005988023952096 
 | 
 
| 
 e(g_max) 
 | 
 = 
 | 
 10 
 | 
 
| 
 e(N_c1) 
 | 
 = 
 | 
 1672 
 | 
 
   | 
   | 
   | 
 
  
e(N) = 1672 
e(sigma_e) = 3.626905572392015 e(sigma_u) = 1.616753822195872 
macros: 
e(cmd) : "xttobit" 
e (ivar) : "pairid" e(depvar) : "ln_xijt_" 
e(title) : "Random-effects tobit regression" 
e(distrib) : "Gaussian" 
Détail des résultats de l'estimation pour
la sous-période 2001-2005 
.xttobit ln_xijt_ ln_pibip ln_pibti ln_supis ln_disti sans_fm
frij lgij umijt ummijt if year>2000 
Obtaining starting values for full model: 
Iteration 0: log likelihood = -4635.1009 
Iteration 1: log likelihood = -4623.8774 
Iteration 2: log likelihood = -4623.7407 
Iteration 3: log likelihood = -4623.7406 
Fitting full model: 
Iteration 0: log likelihood = -4623.7593 
Iteration 1: log likelihood = -4623.7593 
Random-effects tobit regression Number of obs = 1666 
Group variable (i) : pairid Number of groups = 334 
Random effects u_i ~ Gaussian Obs per group: min = 3 
 avg = 5.0 
 max = 10 
Wald chi2(9) = 253.45 
Log likelihood = -4623.7593 Prob > chi2 = 0.0000 
ln_xijt_ | Coef. Std. Err. z P>|z| [95% Conf. Interval] 
| 
  + 
 | 
   | 
   | 
   | 
   | 
   | 
   | 
   | 
 
| 
 ln_pibip 
 | 
 | 
 | 
 .000063 
 | 
 .000034 
 | 
 1.85 
 | 
 0.064 
 | 
 -3.65e-06 
 | 
 .0001296 
 | 
 
| 
 ln_pibti 
 | 
 | 
 | 
 1.085695 
 | 
 .1109033 
 | 
 9.79 
 | 
 0.000 
 | 
 .8683284 
 | 
 1.303061 
 | 
 
| 
 ln_supis 
 | 
 | 
 | 
 -.8618969 
 | 
 .1193957 
 | 
 -7.22 
 | 
 0.000 
 | 
 .6278857 
 | 
 1.095908 
 | 
 
| 
 ln_disti 
 | 
 | 
 | 
 -1.73932 
 | 
 .4393934 
 | 
 -3.96 
 | 
 0.000 
 | 
 -2.600515 
 | 
 -.8781246 
 | 
 
| 
 sans_fm 
 | 
 | 
 | 
 -3.366318 
 | 
 .5308851 
 | 
 -6.34 
 | 
 0.000 
 | 
 -4.406834 
 | 
 -2.325803 
 | 
 
| 
 frij 
 | 
 | 
 | 
 2.69566 
 | 
 1.351883 
 | 
 1.99 
 | 
 0.046 
 | 
 .0460173 
 | 
 5.345303 
 | 
 
| 
 lgij 
 | 
 | 
 | 
 1.234761 
 | 
 .6855053 
 | 
 1.80 
 | 
 0.072 
 | 
 -.1088045 
 | 
 2.578327 
 | 
 
| 
 umijt 
 | 
 | 
 | 
 2.404945 
 | 
 1.229591 
 | 
 1.96 
 | 
 0.050 
 | 
 -.0050091 
 | 
 4.8149 
 | 
 
| 
 ummijt 
 | 
 | 
 | 
 -1.331473 
 | 
 .610548 
 | 
 -2.18 
 | 
 0.029 
 | 
 -2.528125 
 | 
 -.1348212 
 | 
 
| 
 _cons 
 | 
 | 
 | 
 -10.55153 
 | 
 3.577876 
 | 
 -2.95 
 | 
 0.003 
 | 
 -17.56404 
 | 
 -3.539021 
 | 
 
| 
  + 
 | 
   | 
   | 
   | 
   | 
   | 
   | 
   | 
 
| 
 /sigma_u 
 | 
 | 
 | 
 4.626544 
 | 
 .1994319 
 | 
 23.20 
 | 
 0.000 
 | 
 4.235665 
 | 
 5.017423 
 | 
 
| 
 /sigma_e 
 | 
 | 
 | 
 3.006704 
 | 
 .0586173 
 | 
 51.29 
 | 
 0.000 
 | 
 2.891816 
 | 
 3.121592 
 | 
 
| 
  + 
 | 
   | 
   | 
   | 
   | 
   | 
   | 
   | 
 
| 
 rho 
 | 
 | 
 | 
 .703064 
 | 
 .0202174 
 | 
   | 
   | 
 .6622945 
 | 
 .7414213 
 | 
 
  
Observation summary: 0 left-censored observations 
1666 uncensored observations 0 right-censored observations 
. ereturn list 
scalars: 
   | 
 e(rc) e(ll) e(converged) e(ic) e(df_m) 
 | 
 = = = = = 
 | 
 0 -4623.75927734375 
1 1 
9 
 | 
   | 
 
   | 
 e(p) 
 | 
 = 
 | 
 1.86194500382e-49 
 | 
   | 
 
   | 
 e(N_g) 
 | 
 = 
 | 
 334 
 | 
   | 
 
   | 
 e(g_min) 
 | 
 = 
 | 
 3 
 | 
   | 
 
   | 
 e(g_avg) 
 | 
 = 
 | 
 4.988023952095809 
 | 
   | 
 
   | 
 e(g_max) 
 | 
 = 
 | 
 10 
 | 
   | 
 
   | 
 e(N_c1) 
 | 
 = 
 | 
 1666 
 | 
   | 
 
   | 
 e(N) 
 | 
 = 
 | 
 1666 
 | 
   | 
 
   | 
 e(sigma_e) 
 | 
 = 
 | 
 3.006704095631982 
 | 
   | 
 
   | 
 e(sigma_u) 
 | 
 = 
 | 
 4.626544093357938 
 | 
   | 
 
| 
 macros: 
 | 
   | 
   | 
   | 
   | 
 
   | 
 e(cmd) 
 | 
 : 
 | 
 "xttobit" 
 | 
   | 
 
   | 
 e (ivar) 
 | 
 : 
 | 
 "pairid" 
 | 
   | 
 
   | 
 e(depvar) 
 | 
 : 
 | 
 "ln_xijt_" 
 | 
   | 
 
   | 
 e(title) 
 | 
 : 
 | 
 "Random-effects tobit 
 | 
 regression" 
 | 
 
   | 
 e(distrib) 
 | 
 : 
 | 
 "Gaussian" 
 | 
   | 
 
  
 |