------------------------------------------------------------------------------- log: C:\Documents and Settings\Angela Fonseca\Mis documentos\Ángela\Cic > los\CD Backup Composition 2008\Outputs\resABnceros_one_l2insz_PIBti_gab_sin_n > bi_07_08.txt log type: text opened on: 14 Jul 2008, 21:03:27 . . . . clear . set mem 50000K Current memory allocation current memory usage settable value description (1M = 1024k) -------------------------------------------------------------------- set maxvar 5000 max. variables allowed 1.733M set memory 50000k max. data space 48.828M set matsize 400 max. RHS vars in models 1.254M ----------- 51.815M . use "C:\Documents and Settings\Angela Fonseca\Mis documentos\Ángela\Ciclos\CD > Backup Composition 2008\Programas y Bases - Iniciales\Bases\Bases resultado\ > Base1actu.dta", clear . . set more off . *for stata 8, set matsize* . set matsize 200 Current memory allocation current memory usage settable value description (1M = 1024k) -------------------------------------------------------------------- set maxvar 5000 max. variables allowed 1.733M set memory 50000k max. data space 48.828M set matsize 200 max. RHS vars in models 0.322M ----------- 50.883M . . **Set of Controls 1** . *Models that use group 1 as controls with variables in logs of levels. Endoge > nous variables GDP_PC, Population, deficit in t-1* . *These models use one lag of the dependent variable, and two lags of each con > trol as instruments* . . local i=1 . matrix G1=J(32,4,0) . foreach var in gfunci ggener gperso persinel transf trinel trelas invers infr > invial serv vivien educac saludd serdeu persnom{ 2. xtabond lo`var'2 delec fisdept lpibc ti if (year>1986), lags(1) maxld(2) p > re(logdpl_pc, lag(.,2) endog) pre(lopopulat, lag(.,2) endog) pre(deficit , la > g(.,2) endog) pre(logastos2, lag(.,2) endog) robust 3. mat def G1A = e(b) 4. mat def G1B = e(V) 5. local j=`i'+1 6. matrix G1[`i',1] = G1A[1,6] 7. matrix G1[`j',1] = sqrt(G1B[6,6]) 8. matrix G1[`i',2] = G1A[1,1] 9. matrix G1[`j',2] = sqrt(G1B[1,1]) 10. matrix G1[`i',3] = e(arm1) 11. matrix G1[`j',3] = e(arm2) 12. matrix G1[`i',4] = e(N) 13. local i = `i'+2 14. } Arellano-Bond dynamic panel-data estimation Number of obs = 11102 Group variable (i): cod_mun Number of groups = 1029 Wald chi2(9) = 831.70 Time variable (t): year Obs per group: min = 1 avg = 10.78912 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.logfunci2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- logfunci2 | LD. | .1498427 .0347793 4.31 0.000 .0816765 .2180088 logdpl_pc | D1. | -.2074668 .1141518 -1.82 0.069 -.4312001 .0162666 lopopulat | D1. | .20483 .0614747 3.33 0.001 .0843417 .3253182 deficit | D1. | 1.65e-09 1.27e-09 1.29 0.196 -8.50e-10 4.14e-09 logastos2 | D1. | .4691088 .0570622 8.22 0.000 .3572689 .5809488 delec | D1. | -.0012651 .0047915 -0.26 0.792 -.0106563 .0081261 fisdept | D1. | .6964863 .1205407 5.78 0.000 .4602309 .9327417 lpibc | D1. | .3641059 .2002136 1.82 0.069 -.0283055 .7565173 ti | D1. | .0017277 .0007597 2.27 0.023 .0002388 .0032166 _cons | -.0292662 .0060408 -4.84 0.000 -.0411059 -.0174265 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -10.87 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.30 Pr > z = 0.1944 Arellano-Bond dynamic panel-data estimation Number of obs = 10838 Group variable (i): cod_mun Number of groups = 1026 Wald chi2(9) = 967.34 Time variable (t): year Obs per group: min = 1 avg = 10.56335 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.loggener2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- loggener2 | LD. | .1690827 .017882 9.46 0.000 .1340346 .2041308 logdpl_pc | D1. | -1.104581 .204159 -5.41 0.000 -1.504726 -.7044372 lopopulat | D1. | .1228331 .1306677 0.94 0.347 -.133271 .3789371 deficit | D1. | 5.34e-10 8.76e-10 0.61 0.542 -1.18e-09 2.25e-09 logastos2 | D1. | .7455153 .055855 13.35 0.000 .6360415 .854989 delec | D1. | -.0206395 .0092957 -2.22 0.026 -.0388587 -.0024204 fisdept | D1. | 1.664788 .2071959 8.03 0.000 1.258691 2.070884 lpibc | D1. | 1.307516 .2895996 4.51 0.000 .7399112 1.875121 ti | D1. | .0003121 .0013494 0.23 0.817 -.0023326 .0029569 _cons | -.1178972 .0093196 -12.65 0.000 -.1361632 -.0996311 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -20.90 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 2.43 Pr > z = 0.0152 Arellano-Bond dynamic panel-data estimation Number of obs = 10945 Group variable (i): cod_mun Number of groups = 1028 Wald chi2(9) = 498.84 Time variable (t): year Obs per group: min = 1 avg = 10.64689 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.logperso2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- logperso2 | LD. | .2772525 .0510665 5.43 0.000 .1771639 .377341 logdpl_pc | D1. | .4946893 .1282332 3.86 0.000 .2433568 .7460217 lopopulat | D1. | .1849118 .0621244 2.98 0.003 .0631502 .3066733 deficit | D1. | 1.86e-11 6.64e-10 0.03 0.978 -1.28e-09 1.32e-09 logastos2 | D1. | .320926 .0787654 4.07 0.000 .1665487 .4753033 delec | D1. | .0142848 .0064626 2.21 0.027 .0016183 .0269513 fisdept | D1. | 1.030665 .1295189 7.96 0.000 .7768128 1.284517 lpibc | D1. | .0251493 .2924895 0.09 0.931 -.5481197 .5984183 ti | D1. | -.002532 .0010556 -2.40 0.016 -.0046008 -.0004631 _cons | -.0009001 .0064615 -0.14 0.889 -.0135644 .0117641 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.30 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.46 Pr > z = 0.1448 Arellano-Bond dynamic panel-data estimation Number of obs = 1203 Group variable (i): cod_mun Number of groups = 591 Wald chi2(8) = 594.19 Time variable (t): year Obs per group: min = 1 avg = 2.035533 max = 4 One-step results ------------------------------------------------------------------------------ | Robust D. | lopersinel2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lopersinel2 | LD. | .2034474 .0743608 2.74 0.006 .0577029 .3491919 logdpl_pc | D1. | 2.998228 .8515767 3.52 0.000 1.329168 4.667287 lopopulat | D1. | 1.439867 1.354536 1.06 0.288 -1.214975 4.09471 deficit | D1. | 7.43e-10 9.83e-10 0.76 0.450 -1.18e-09 2.67e-09 logastos2 | D1. | .572751 .2369497 2.42 0.016 .1083381 1.037164 delec | D1. | -.1893196 .0600424 -3.15 0.002 -.3070006 -.0716386 fisdept | D1. | -31.84857 3.660341 -8.70 0.000 -39.0227 -24.67443 lpibc | D1. | (dropped) ti | D1. | .1832562 .0149974 12.22 0.000 .1538618 .2126507 _cons | 1.150555 .1040021 11.06 0.000 .9467146 1.354395 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -6.22 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -0.73 Pr > z = 0.4664 Arellano-Bond dynamic panel-data estimation Number of obs = 9628 Group variable (i): cod_mun Number of groups = 1016 Wald chi2(9) = 200.12 Time variable (t): year Obs per group: min = 1 avg = 9.476378 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.lotransf2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lotransf2 | LD. | .1783027 .0208808 8.54 0.000 .1373772 .2192282 logdpl_pc | D1. | -.95444 .4372011 -2.18 0.029 -1.811338 -.0975416 lopopulat | D1. | .8234875 .227971 3.61 0.000 .3766726 1.270302 deficit | D1. | -5.46e-10 1.39e-09 -0.39 0.696 -3.28e-09 2.19e-09 logastos2 | D1. | .419458 .0937978 4.47 0.000 .2356177 .6032984 delec | D1. | -.0376554 .0175885 -2.14 0.032 -.0721282 -.0031825 fisdept | D1. | -1.669883 .407129 -4.10 0.000 -2.467841 -.8719251 lpibc | D1. | -.5659486 .7240139 -0.78 0.434 -1.98499 .8530926 ti | D1. | .0193805 .0028576 6.78 0.000 .0137796 .0249813 _cons | -.0179651 .028434 -0.63 0.528 -.0736948 .0377646 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -19.21 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.02 Pr > z = 0.3060 Arellano-Bond dynamic panel-data estimation Number of obs = 763 Group variable (i): cod_mun Number of groups = 318 Wald chi2(9) = 84.33 Time variable (t): year Obs per group: min = 1 avg = 2.399371 max = 10 One-step results ------------------------------------------------------------------------------ | Robust D.lotrinel2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lotrinel2 | LD. | .2589084 .1281333 2.02 0.043 .0077719 .510045 logdpl_pc | D1. | -1.705682 1.437692 -1.19 0.235 -4.523506 1.112142 lopopulat | D1. | 2.07443 2.534324 0.82 0.413 -2.892753 7.041613 deficit | D1. | -4.21e-09 8.49e-09 -0.50 0.619 -2.08e-08 1.24e-08 logastos2 | D1. | .6982845 .2960768 2.36 0.018 .1179845 1.278584 delec | D1. | -.4458606 .0760169 -5.87 0.000 -.5948509 -.2968702 fisdept | D1. | -13.01583 4.109634 -3.17 0.002 -21.07057 -4.961095 lpibc | D1. | -16.85435 6.425661 -2.62 0.009 -29.44841 -4.260283 ti | D1. | .0607806 .0123189 4.93 0.000 .036636 .0849251 _cons | .4708514 .2300382 2.05 0.041 .0199849 .921718 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -3.41 Pr > z = 0.0006 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.81 Pr > z = 0.0702 Arellano-Bond dynamic panel-data estimation Number of obs = 4807 Group variable (i): cod_mun Number of groups = 502 Wald chi2(9) = 121.44 Time variable (t): year Obs per group: min = 1 avg = 9.575697 max = 15 One-step results ------------------------------------------------------------------------------ | Robust D.lotrelas2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lotrelas2 | LD. | -.0384162 .0861581 -0.45 0.656 -.207283 .1304505 logdpl_pc | D1. | 2.127723 1.254452 1.70 0.090 -.3309567 4.586403 lopopulat | D1. | 1.653625 .4743268 3.49 0.000 .7239614 2.583288 deficit | D1. | 4.34e-08 3.02e-08 1.44 0.151 -1.58e-08 1.03e-07 logastos2 | D1. | .3537861 .1677006 2.11 0.035 .025099 .6824732 delec | D1. | .1447885 .0340031 4.26 0.000 .0781437 .2114334 fisdept | D1. | .0941193 .9865421 0.10 0.924 -1.839468 2.027706 lpibc | D1. | -7.567369 1.369584 -5.53 0.000 -10.25171 -4.883033 ti | D1. | .0437659 .0055827 7.84 0.000 .032824 .0547078 _cons | .1176577 .0572953 2.05 0.040 .005361 .2299544 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -2.56 Pr > z = 0.0106 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -1.45 Pr > z = 0.1463 Arellano-Bond dynamic panel-data estimation Number of obs = 10491 Group variable (i): cod_mun Number of groups = 1026 Wald chi2(9) = 2569.09 Time variable (t): year Obs per group: min = 1 avg = 10.22515 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.loinvers2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- loinvers2 | LD. | .1497275 .0152047 9.85 0.000 .1199268 .1795281 logdpl_pc | D1. | .9157378 .1710406 5.35 0.000 .5805043 1.250971 lopopulat | D1. | .1195704 .1049633 1.14 0.255 -.0861539 .3252946 deficit | D1. | -3.95e-09 3.54e-09 -1.12 0.264 -1.09e-08 2.99e-09 logastos2 | D1. | 1.409685 .0484327 29.11 0.000 1.314758 1.504611 delec | D1. | .0642331 .0090745 7.08 0.000 .0464474 .0820187 fisdept | D1. | 1.854028 .1937971 9.57 0.000 1.474193 2.233864 lpibc | D1. | -.451036 .2059852 -2.19 0.029 -.8547596 -.0473124 ti | D1. | -.0024656 .0009361 -2.63 0.008 -.0043003 -.0006309 _cons | -.0284853 .0065123 -4.37 0.000 -.0412492 -.0157215 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -10.43 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -0.71 Pr > z = 0.4768 Arellano-Bond dynamic panel-data estimation Number of obs = 2861 Group variable (i): cod_mun Number of groups = 617 Wald chi2(9) = 420.23 Time variable (t): year Obs per group: min = 1 avg = 4.636953 max = 10 One-step results ------------------------------------------------------------------------------ | Robust D.loinfr2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- loinfr2 | LD. | .0626208 .0307983 2.03 0.042 .0022572 .1229844 logdpl_pc | D1. | 1.018924 .5084768 2.00 0.045 .0223279 2.01552 lopopulat | D1. | 2.219796 .8005058 2.77 0.006 .6508333 3.788758 deficit | D1. | -4.12e-09 2.06e-09 -2.00 0.046 -8.15e-09 -7.98e-11 logastos2 | D1. | 1.695464 .1346908 12.59 0.000 1.431475 1.959453 delec | D1. | .0192631 .025372 0.76 0.448 -.030465 .0689913 fisdept | D1. | 4.181238 .7820857 5.35 0.000 2.648379 5.714098 lpibc | D1. | -2.399732 .770198 -3.12 0.002 -3.909292 -.8901717 ti | D1. | -.0282286 .00323 -8.74 0.000 -.0345593 -.0218978 _cons | -.1614363 .0236585 -6.82 0.000 -.2078061 -.1150665 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.64 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -1.04 Pr > z = 0.3000 Arellano-Bond dynamic panel-data estimation Number of obs = 3734 Group variable (i): cod_mun Number of groups = 862 Wald chi2(9) = 537.02 Time variable (t): year Obs per group: min = 1 avg = 4.331787 max = 11 One-step results ------------------------------------------------------------------------------ | Robust D.loinvial2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- loinvial2 | LD. | .0736408 .0272212 2.71 0.007 .0202883 .1269933 logdpl_pc | D1. | .9354718 .4881173 1.92 0.055 -.0212205 1.892164 lopopulat | D1. | 1.99006 .7470022 2.66 0.008 .5259629 3.454158 deficit | D1. | -5.80e-09 3.79e-09 -1.53 0.126 -1.32e-08 1.64e-09 logastos2 | D1. | 1.793109 .1210603 14.81 0.000 1.555835 2.030383 delec | D1. | .0025473 .02337 0.11 0.913 -.043257 .0483517 fisdept | D1. | 4.689478 .7673659 6.11 0.000 3.185468 6.193487 lpibc | D1. | -1.805791 .6939228 -2.60 0.009 -3.165855 -.4457271 ti | D1. | -.0298663 .0029059 -10.28 0.000 -.0355617 -.0241709 _cons | -.1869294 .0215538 -8.67 0.000 -.2291742 -.1446847 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -11.05 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -1.94 Pr > z = 0.0529 Arellano-Bond dynamic panel-data estimation Number of obs = 2986 Group variable (i): cod_mun Number of groups = 655 Wald chi2(9) = 342.37 Time variable (t): year Obs per group: min = 1 avg = 4.558779 max = 10 One-step results ------------------------------------------------------------------------------ | Robust D.loserv2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- loserv2 | LD. | .1380836 .0288476 4.79 0.000 .0815433 .1946239 logdpl_pc | D1. | -.3110004 .5219377 -0.60 0.551 -1.333979 .7119787 lopopulat | D1. | .2430228 .729502 0.33 0.739 -1.186775 1.67282 deficit | D1. | -2.28e-09 3.38e-09 -0.67 0.500 -8.92e-09 4.35e-09 logastos2 | D1. | 1.353444 .1172668 11.54 0.000 1.123605 1.583283 delec | D1. | .0494632 .0255946 1.93 0.053 -.0007013 .0996278 fisdept | D1. | .2064827 .7656017 0.27 0.787 -1.294069 1.707035 lpibc | D1. | 1.600917 .6915765 2.31 0.021 .2454522 2.956382 ti | D1. | -.0146104 .0029045 -5.03 0.000 -.0203032 -.0089177 _cons | -.1321885 .022614 -5.85 0.000 -.1765111 -.0878659 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -8.99 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 0.64 Pr > z = 0.5227 Arellano-Bond dynamic panel-data estimation Number of obs = 1971 Group variable (i): cod_mun Number of groups = 583 Wald chi2(9) = 143.64 Time variable (t): year Obs per group: min = 1 avg = 3.380789 max = 11 One-step results ------------------------------------------------------------------------------ | Robust D.lovivien2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lovivien2 | LD. | .093836 .0332924 2.82 0.005 .0285841 .1590878 logdpl_pc | D1. | -1.361036 1.209492 -1.13 0.260 -3.731597 1.009526 lopopulat | D1. | .9434296 1.496702 0.63 0.528 -1.990053 3.876913 deficit | D1. | 9.69e-11 4.93e-09 0.02 0.984 -9.57e-09 9.76e-09 logastos2 | D1. | 1.619826 .2724343 5.95 0.000 1.085865 2.153788 delec | D1. | .162893 .0552549 2.95 0.003 .0545953 .2711908 fisdept | D1. | 6.58183 1.578783 4.17 0.000 3.487473 9.676187 lpibc | D1. | 3.711778 1.677975 2.21 0.027 .4230073 7.000549 ti | D1. | -.0213785 .0068594 -3.12 0.002 -.0348227 -.0079344 _cons | -.3485097 .0487301 -7.15 0.000 -.444019 -.2530003 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -8.88 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -1.77 Pr > z = 0.0769 Arellano-Bond dynamic panel-data estimation Number of obs = 3778 Group variable (i): cod_mun Number of groups = 862 Wald chi2(9) = 1024.10 Time variable (t): year Obs per group: min = 1 avg = 4.382831 max = 11 One-step results ------------------------------------------------------------------------------ | Robust D.loeducac2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- loeducac2 | LD. | .0771664 .0247714 3.12 0.002 .0286153 .1257176 logdpl_pc | D1. | -.1348576 .3651881 -0.37 0.712 -.8506131 .5808978 lopopulat | D1. | .6999784 .6069551 1.15 0.249 -.4896317 1.889589 deficit | D1. | -5.83e-09 3.46e-09 -1.69 0.092 -1.26e-08 9.48e-10 logastos2 | D1. | 1.095913 .0877483 12.49 0.000 .9239298 1.267897 delec | D1. | .0020376 .0167274 0.12 0.903 -.0307476 .0348227 fisdept | D1. | -3.549751 .4539207 -7.82 0.000 -4.439419 -2.660082 lpibc | D1. | 2.081258 .4737252 4.39 0.000 1.152774 3.009743 ti | D1. | .0152695 .0023742 6.43 0.000 .0106162 .0199227 _cons | .0491393 .0154301 3.18 0.001 .0188968 .0793817 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -6.57 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 0.83 Pr > z = 0.4065 Arellano-Bond dynamic panel-data estimation Number of obs = 3485 Group variable (i): cod_mun Number of groups = 836 Wald chi2(9) = 732.57 Time variable (t): year Obs per group: min = 1 avg = 4.16866 max = 11 One-step results ------------------------------------------------------------------------------ | Robust D.losaludd2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- losaludd2 | LD. | .1000522 .0256387 3.90 0.000 .0498012 .1503033 logdpl_pc | D1. | -2.474581 .5744488 -4.31 0.000 -3.60048 -1.348682 lopopulat | D1. | -1.155289 .8147133 -1.42 0.156 -2.752098 .4415194 deficit | D1. | -5.56e-09 4.91e-09 -1.13 0.258 -1.52e-08 4.07e-09 logastos2 | D1. | .9474136 .1182743 8.01 0.000 .7156001 1.179227 delec | D1. | .0715931 .0281739 2.54 0.011 .0163732 .1268129 fisdept | D1. | -7.45055 .6659404 -11.19 0.000 -8.755769 -6.145331 lpibc | D1. | 2.172754 .761427 2.85 0.004 .6803846 3.665124 ti | D1. | .0408912 .0038692 10.57 0.000 .0333077 .0484747 _cons | .3012205 .0249088 12.09 0.000 .2524002 .3500409 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.34 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 0.68 Pr > z = 0.4936 Arellano-Bond dynamic panel-data estimation Number of obs = 5554 Group variable (i): cod_mun Number of groups = 873 Wald chi2(9) = 267.09 Time variable (t): year Obs per group: min = 1 avg = 6.36197 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.loserdeu2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- loserdeu2 | LD. | .146421 .0257952 5.68 0.000 .0958633 .1969787 logdpl_pc | D1. | -1.097342 .6990604 -1.57 0.116 -2.467475 .2727915 lopopulat | D1. | .5849702 .5295437 1.10 0.269 -.4529164 1.622857 deficit | D1. | 1.94e-09 3.44e-09 0.56 0.572 -4.80e-09 8.69e-09 logastos2 | D1. | .0699389 .1457676 0.48 0.631 -.2157603 .3556381 delec | D1. | -.1193821 .0223832 -5.33 0.000 -.1632524 -.0755118 fisdept | D1. | -2.527516 .666582 -3.79 0.000 -3.833992 -1.221039 lpibc | D1. | 4.004389 .7688926 5.21 0.000 2.497387 5.511391 ti | D1. | .0137936 .0034242 4.03 0.000 .0070823 .020505 _cons | -.0096282 .0217492 -0.44 0.658 -.0522558 .0329994 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -11.42 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 2.64 Pr > z = 0.0084 Arellano-Bond dynamic panel-data estimation Number of obs = 1234 Group variable (i): cod_mun Number of groups = 607 Wald chi2(9) = 674.95 Time variable (t): year Obs per group: min = 1 avg = 2.032949 max = 4 One-step results ------------------------------------------------------------------------------ | Robust D.lopersnom2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lopersnom2 | LD. | .0581231 .1254306 0.46 0.643 -.1877163 .3039625 logdpl_pc | D1. | .2890765 .7576946 0.38 0.703 -1.195978 1.774131 lopopulat | D1. | -1.503006 1.10544 -1.36 0.174 -3.669629 .6636173 deficit | D1. | -1.28e-09 9.20e-10 -1.39 0.165 -3.08e-09 5.27e-10 logastos2 | D1. | .634688 .201752 3.15 0.002 .2392614 1.030115 delec | D1. | 1.932959 .0908174 21.28 0.000 1.75496 2.110958 fisdept | D1. | 69.48717 3.508903 19.80 0.000 62.60985 76.36449 lpibc | D1. | -39.88954 1.704856 -23.40 0.000 -43.231 -36.54809 ti | D1. | -.0317528 .0060415 -5.26 0.000 -.0435939 -.0199118 _cons | -.2889442 .0472087 -6.12 0.000 -.3814716 -.1964169 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -3.48 Pr > z = 0.0005 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -2.13 Pr > z = 0.0333 . . **Set of Controls 2** . *Models that use group 2 as controls with variables in logs of levels. Endogenous variables GDP_PC, Population, debt incurred since 1984 i > n t-1 * . *These models use one lag of the dependent variable, and two lags of each control as instruments* . . local i=1 . matrix G2=J(32,4,0) . foreach var in gfunci ggener gperso persinel transf trinel trelas invers infr invial serv vivien educac saludd serdeu persnom{ 2. xtabond lo`var'2 delec fisdept lpibc ti if (year>1986), lags(1) maxld(2) pre(logdpl_pc, lag(.,2) endog) pre(lopopulat, lag(.,2) endog) > pre(debt_84 , lag(.,2) endog) pre(logastos2, lag(.,2) endog) robust 3. mat def G2A = e(b) 4. mat def G2B = e(V) 5. local j=`i'+1 6. matrix G2[`i',1] = G2A[1,6] 7. matrix G2[`j',1] = sqrt(G2B[6,6]) 8. matrix G2[`i',2] = G2A[1,1] 9. matrix G2[`j',2] = sqrt(G2B[1,1]) 10. matrix G2[`i',3] = e(arm1) 11. matrix G2[`j',3] = e(arm2) 12. matrix G2[`i',4] = e(N) 13. local i = `i'+2 14. } Arellano-Bond dynamic panel-data estimation Number of obs = 11102 Group variable (i): cod_mun Number of groups = 1029 Wald chi2(9) = 830.32 Time variable (t): year Obs per group: min = 1 avg = 10.78912 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.logfunci2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- logfunci2 | LD. | .150351 .0346981 4.33 0.000 .0823441 .218358 logdpl_pc | D1. | -.212477 .1148635 -1.85 0.064 -.4376052 .0126512 lopopulat | D1. | .2072885 .0615963 3.37 0.001 .0865621 .328015 debt_84 | D1. | 1.15e-09 7.11e-10 1.62 0.105 -2.42e-10 2.54e-09 logastos2 | D1. | .4679668 .057037 8.20 0.000 .3561764 .5797572 delec | D1. | -.0011861 .0047937 -0.25 0.805 -.0105816 .0082093 fisdept | D1. | .6917981 .1201503 5.76 0.000 .4563079 .9272884 lpibc | D1. | .3588147 .2000857 1.79 0.073 -.033346 .7509755 ti | D1. | .0017383 .0007595 2.29 0.022 .0002497 .0032269 _cons | -.0288222 .0060052 -4.80 0.000 -.0405922 -.0170522 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -10.88 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.31 Pr > z = 0.1916 Arellano-Bond dynamic panel-data estimation Number of obs = 10838 Group variable (i): cod_mun Number of groups = 1026 Wald chi2(9) = 962.45 Time variable (t): year Obs per group: min = 1 avg = 10.56335 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.loggener2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- loggener2 | LD. | .1696353 .0179162 9.47 0.000 .1345202 .2047505 logdpl_pc | D1. | -1.107519 .2046751 -5.41 0.000 -1.508675 -.7063629 lopopulat | D1. | .1251638 .1304871 0.96 0.337 -.1305863 .3809139 debt_84 | D1. | 3.62e-10 7.34e-10 0.49 0.622 -1.08e-09 1.80e-09 logastos2 | D1. | .7426607 .0559535 13.27 0.000 .6329938 .8523276 delec | D1. | -.0205352 .0092962 -2.21 0.027 -.0387555 -.0023149 fisdept | D1. | 1.660353 .2068925 8.03 0.000 1.254851 2.065855 lpibc | D1. | 1.307113 .2889913 4.52 0.000 .7407008 1.873526 ti | D1. | .0002984 .0013486 0.22 0.825 -.0023448 .0029416 _cons | -.1173897 .0093066 -12.61 0.000 -.1356302 -.0991492 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -20.90 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 2.44 Pr > z = 0.0145 Arellano-Bond dynamic panel-data estimation Number of obs = 10945 Group variable (i): cod_mun Number of groups = 1028 Wald chi2(9) = 492.93 Time variable (t): year Obs per group: min = 1 avg = 10.64689 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.logperso2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- logperso2 | LD. | .2780803 .0508475 5.47 0.000 .178421 .3777397 logdpl_pc | D1. | .4932702 .1297517 3.80 0.000 .2389615 .7475789 lopopulat | D1. | .1873664 .062287 3.01 0.003 .0652862 .3094465 debt_84 | D1. | 8.92e-10 1.25e-09 0.71 0.476 -1.56e-09 3.34e-09 logastos2 | D1. | .3190495 .0785845 4.06 0.000 .1650268 .4730722 delec | D1. | .0142903 .0064542 2.21 0.027 .0016402 .0269404 fisdept | D1. | 1.025347 .1295437 7.92 0.000 .771446 1.279248 lpibc | D1. | .0272809 .2915275 0.09 0.925 -.5441025 .5986644 ti | D1. | -.002522 .0010538 -2.39 0.017 -.0045874 -.0004566 _cons | -.0006577 .0064542 -0.10 0.919 -.0133077 .0119924 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.32 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.48 Pr > z = 0.1399 Arellano-Bond dynamic panel-data estimation Number of obs = 1203 Group variable (i): cod_mun Number of groups = 591 Wald chi2(8) = 625.99 Time variable (t): year Obs per group: min = 1 avg = 2.035533 max = 4 One-step results ------------------------------------------------------------------------------ | Robust D. | lopersinel2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lopersinel2 | LD. | .2112072 .074705 2.83 0.005 .064788 .3576264 logdpl_pc | D1. | 2.968218 .8503135 3.49 0.000 1.301634 4.634802 lopopulat | D1. | 1.397953 1.332903 1.05 0.294 -1.214489 4.010396 debt_84 | D1. | 1.62e-09 1.61e-09 1.01 0.314 -1.53e-09 4.76e-09 logastos2 | D1. | .557707 .2345783 2.38 0.017 .097942 1.017472 delec | D1. | -.188477 .0597002 -3.16 0.002 -.3054872 -.0714668 fisdept | D1. | -32.03772 3.655206 -8.76 0.000 -39.20179 -24.87365 lpibc | D1. | (dropped) ti | D1. | .184258 .0150435 12.25 0.000 .1547732 .2137428 _cons | 1.158001 .1042546 11.11 0.000 .953666 1.362337 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -6.26 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -0.68 Pr > z = 0.4940 Arellano-Bond dynamic panel-data estimation Number of obs = 9628 Group variable (i): cod_mun Number of groups = 1016 Wald chi2(9) = 201.89 Time variable (t): year Obs per group: min = 1 avg = 9.476378 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.lotransf2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lotransf2 | LD. | .1789405 .0209313 8.55 0.000 .1379158 .2199652 logdpl_pc | D1. | -.9178292 .4357077 -2.11 0.035 -1.771801 -.0638578 lopopulat | D1. | .8277345 .2283694 3.62 0.000 .3801388 1.27533 debt_84 | D1. | -1.23e-09 2.41e-09 -0.51 0.609 -5.94e-09 3.48e-09 logastos2 | D1. | .4278909 .0938129 4.56 0.000 .2440209 .6117608 delec | D1. | -.037919 .0176181 -2.15 0.031 -.0724498 -.0033882 fisdept | D1. | -1.664076 .408131 -4.08 0.000 -2.463998 -.8641542 lpibc | D1. | -.5983424 .7225044 -0.83 0.408 -2.014425 .8177401 ti | D1. | .0193758 .0028582 6.78 0.000 .0137739 .0249777 _cons | -.0187549 .0285018 -0.66 0.511 -.0746175 .0371077 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -19.19 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.04 Pr > z = 0.2994 Arellano-Bond dynamic panel-data estimation Number of obs = 763 Group variable (i): cod_mun Number of groups = 318 Wald chi2(9) = 83.64 Time variable (t): year Obs per group: min = 1 avg = 2.399371 max = 10 One-step results ------------------------------------------------------------------------------ | Robust D.lotrinel2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lotrinel2 | LD. | .2331019 .1168064 2.00 0.046 .0041655 .4620383 logdpl_pc | D1. | -1.804677 1.41179 -1.28 0.201 -4.571736 .9623807 lopopulat | D1. | 1.891366 2.512933 0.75 0.452 -3.033892 6.816623 debt_84 | D1. | -1.27e-08 1.86e-08 -0.69 0.493 -4.91e-08 2.36e-08 logastos2 | D1. | .5586706 .2683588 2.08 0.037 .0326969 1.084644 delec | D1. | -.4432205 .0744056 -5.96 0.000 -.5890528 -.2973881 fisdept | D1. | -12.85269 3.784706 -3.40 0.001 -20.27057 -5.434799 lpibc | D1. | -15.86175 5.739693 -2.76 0.006 -27.11134 -4.612156 ti | D1. | .0576783 .0118987 4.85 0.000 .0343572 .0809993 _cons | .4563436 .205764 2.22 0.027 .0530536 .8596337 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -3.57 Pr > z = 0.0004 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.78 Pr > z = 0.0753 Arellano-Bond dynamic panel-data estimation Number of obs = 4807 Group variable (i): cod_mun Number of groups = 502 Wald chi2(9) = 117.35 Time variable (t): year Obs per group: min = 1 avg = 9.575697 max = 15 One-step results ------------------------------------------------------------------------------ | Robust D.lotrelas2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lotrelas2 | LD. | -.0363593 .0856912 -0.42 0.671 -.2043109 .1315923 logdpl_pc | D1. | 2.069041 1.315008 1.57 0.116 -.5083278 4.646409 lopopulat | D1. | 1.72947 .4863464 3.56 0.000 .7762489 2.682692 debt_84 | D1. | 3.71e-08 2.39e-08 1.56 0.120 -9.65e-09 8.39e-08 logastos2 | D1. | .2473227 .1659887 1.49 0.136 -.0780091 .5726546 delec | D1. | .1503371 .0342799 4.39 0.000 .0831498 .2175244 fisdept | D1. | -.1368988 .9690998 -0.14 0.888 -2.0363 1.762502 lpibc | D1. | -7.528118 1.353778 -5.56 0.000 -10.18147 -4.874761 ti | D1. | .0429856 .0055964 7.68 0.000 .0320168 .0539544 _cons | .1399772 .0557447 2.51 0.012 .0307196 .2492348 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -2.56 Pr > z = 0.0105 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -1.51 Pr > z = 0.1323 Arellano-Bond dynamic panel-data estimation Number of obs = 10491 Group variable (i): cod_mun Number of groups = 1026 Wald chi2(9) = 2551.10 Time variable (t): year Obs per group: min = 1 avg = 10.22515 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.loinvers2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- loinvers2 | LD. | .1489913 .0152336 9.78 0.000 .1191339 .1788486 logdpl_pc | D1. | .9245986 .1718199 5.38 0.000 .5878378 1.261359 lopopulat | D1. | .1163067 .1053454 1.10 0.270 -.0901664 .3227799 debt_84 | D1. | -1.95e-09 1.73e-09 -1.13 0.260 -5.33e-09 1.44e-09 logastos2 | D1. | 1.41589 .0486416 29.11 0.000 1.320554 1.511226 delec | D1. | .06383 .009067 7.04 0.000 .0460589 .0816011 fisdept | D1. | 1.860109 .193995 9.59 0.000 1.479885 2.240332 lpibc | D1. | -.4549439 .2060091 -2.21 0.027 -.8587142 -.0511735 ti | D1. | -.002442 .000938 -2.60 0.009 -.0042804 -.0006036 _cons | -.0293065 .0065652 -4.46 0.000 -.0421741 -.0164389 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -10.42 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -0.72 Pr > z = 0.4697 Arellano-Bond dynamic panel-data estimation Number of obs = 2861 Group variable (i): cod_mun Number of groups = 617 Wald chi2(9) = 414.02 Time variable (t): year Obs per group: min = 1 avg = 4.636953 max = 10 One-step results ------------------------------------------------------------------------------ | Robust D.loinfr2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- loinfr2 | LD. | .0569341 .0300827 1.89 0.058 -.0020269 .1158951 logdpl_pc | D1. | 1.064484 .5110568 2.08 0.037 .0628314 2.066137 lopopulat | D1. | 2.133922 .8080945 2.64 0.008 .5500856 3.717758 debt_84 | D1. | -3.61e-09 9.82e-10 -3.68 0.000 -5.54e-09 -1.69e-09 logastos2 | D1. | 1.685691 .134775 12.51 0.000 1.421537 1.949845 delec | D1. | .01967 .0254251 0.77 0.439 -.0301622 .0695022 fisdept | D1. | 4.144169 .7847862 5.28 0.000 2.606017 5.682322 lpibc | D1. | -2.335401 .7678659 -3.04 0.002 -3.840391 -.8304118 ti | D1. | -.0282996 .0032186 -8.79 0.000 -.0346079 -.0219913 _cons | -.1623918 .0239079 -6.79 0.000 -.2092504 -.1155332 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.75 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -1.15 Pr > z = 0.2513 Arellano-Bond dynamic panel-data estimation Number of obs = 3734 Group variable (i): cod_mun Number of groups = 862 Wald chi2(9) = 536.45 Time variable (t): year Obs per group: min = 1 avg = 4.331787 max = 11 One-step results ------------------------------------------------------------------------------ | Robust D.loinvial2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- loinvial2 | LD. | .0703735 .0269843 2.61 0.009 .0174853 .1232618 logdpl_pc | D1. | .9861372 .4955396 1.99 0.047 .0148974 1.957377 lopopulat | D1. | 1.833595 .7460542 2.46 0.014 .3713559 3.295835 debt_84 | D1. | -6.69e-09 3.12e-09 -2.15 0.032 -1.28e-08 -5.84e-10 logastos2 | D1. | 1.804318 .121083 14.90 0.000 1.567 2.041637 delec | D1. | .0009638 .0233425 0.04 0.967 -.0447866 .0467142 fisdept | D1. | 4.678691 .7643854 6.12 0.000 3.180523 6.176858 lpibc | D1. | -1.784789 .6981023 -2.56 0.011 -3.153044 -.4165331 ti | D1. | -.0299262 .0029157 -10.26 0.000 -.0356408 -.0242115 _cons | -.1895871 .0217039 -8.74 0.000 -.2321259 -.1470483 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -11.08 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -1.99 Pr > z = 0.0462 Arellano-Bond dynamic panel-data estimation Number of obs = 2986 Group variable (i): cod_mun Number of groups = 655 Wald chi2(9) = 379.59 Time variable (t): year Obs per group: min = 1 avg = 4.558779 max = 10 One-step results ------------------------------------------------------------------------------ | Robust D.loserv2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- loserv2 | LD. | .1219033 .0299738 4.07 0.000 .0631557 .1806508 logdpl_pc | D1. | -.3040839 .4901858 -0.62 0.535 -1.26483 .6566625 lopopulat | D1. | -.2840543 .7058796 -0.40 0.687 -1.667553 1.099444 debt_84 | D1. | -1.79e-08 3.05e-09 -5.89 0.000 -2.39e-08 -1.20e-08 logastos2 | D1. | 1.395946 .1161358 12.02 0.000 1.168324 1.623568 delec | D1. | .0412464 .0245953 1.68 0.094 -.0069596 .0894523 fisdept | D1. | .2896119 .7689825 0.38 0.706 -1.217566 1.79679 lpibc | D1. | 1.821939 .6620545 2.75 0.006 .5243356 3.119542 ti | D1. | -.0146831 .0029227 -5.02 0.000 -.0204114 -.0089547 _cons | -.1411476 .0230457 -6.12 0.000 -.1863164 -.0959788 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -8.97 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 0.18 Pr > z = 0.8609 Arellano-Bond dynamic panel-data estimation Number of obs = 1971 Group variable (i): cod_mun Number of groups = 583 Wald chi2(9) = 142.80 Time variable (t): year Obs per group: min = 1 avg = 3.380789 max = 11 One-step results ------------------------------------------------------------------------------ | Robust D.lovivien2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lovivien2 | LD. | .0923056 .0332187 2.78 0.005 .0271982 .1574131 logdpl_pc | D1. | -1.267378 1.223154 -1.04 0.300 -3.664716 1.129961 lopopulat | D1. | .9609501 1.503204 0.64 0.523 -1.985276 3.907176 debt_84 | D1. | -9.22e-10 1.82e-09 -0.51 0.613 -4.50e-09 2.65e-09 logastos2 | D1. | 1.52518 .2722621 5.60 0.000 .9915557 2.058803 delec | D1. | .1637717 .0549185 2.98 0.003 .0561334 .2714101 fisdept | D1. | 6.415508 1.584151 4.05 0.000 3.31063 9.520386 lpibc | D1. | 3.8774 1.683389 2.30 0.021 .5780186 7.176782 ti | D1. | -.0220152 .0068918 -3.19 0.001 -.0355229 -.0085074 _cons | -.345103 .04829 -7.15 0.000 -.4397495 -.2504564 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -8.91 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -1.81 Pr > z = 0.0696 Arellano-Bond dynamic panel-data estimation Number of obs = 3778 Group variable (i): cod_mun Number of groups = 862 Wald chi2(9) = 1036.61 Time variable (t): year Obs per group: min = 1 avg = 4.382831 max = 11 One-step results ------------------------------------------------------------------------------ | Robust D.loeducac2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- loeducac2 | LD. | .0796578 .0250277 3.18 0.001 .0306045 .1287111 logdpl_pc | D1. | -.0429774 .3767476 -0.11 0.909 -.7813892 .6954343 lopopulat | D1. | .5990407 .605171 0.99 0.322 -.5870726 1.785154 debt_84 | D1. | -4.91e-09 1.63e-09 -3.01 0.003 -8.11e-09 -1.71e-09 logastos2 | D1. | 1.113487 .0883356 12.61 0.000 .9403525 1.286622 delec | D1. | -.0001176 .0167752 -0.01 0.994 -.0329964 .0327612 fisdept | D1. | -3.582651 .4518982 -7.93 0.000 -4.468355 -2.696947 lpibc | D1. | 2.019549 .4795751 4.21 0.000 1.079599 2.959499 ti | D1. | .0152892 .0023796 6.43 0.000 .0106254 .0199531 _cons | .047294 .0153573 3.08 0.002 .0171943 .0773938 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -6.59 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 0.93 Pr > z = 0.3528 Arellano-Bond dynamic panel-data estimation Number of obs = 3485 Group variable (i): cod_mun Number of groups = 836 Wald chi2(9) = 732.89 Time variable (t): year Obs per group: min = 1 avg = 4.16866 max = 11 One-step results ------------------------------------------------------------------------------ | Robust D.losaludd2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- losaludd2 | LD. | .0998766 .0259728 3.85 0.000 .0489709 .1507822 logdpl_pc | D1. | -2.474719 .5801927 -4.27 0.000 -3.611876 -1.337562 lopopulat | D1. | -1.177602 .825905 -1.43 0.154 -2.796346 .4411424 debt_84 | D1. | -1.82e-09 2.74e-09 -0.66 0.507 -7.20e-09 3.56e-09 logastos2 | D1. | .959083 .1192053 8.05 0.000 .7254449 1.192721 delec | D1. | .0706633 .0281448 2.51 0.012 .0155004 .1258262 fisdept | D1. | -7.467386 .6657866 -11.22 0.000 -8.772304 -6.162469 lpibc | D1. | 2.165814 .7593068 2.85 0.004 .6776003 3.654028 ti | D1. | .0410001 .0038593 10.62 0.000 .0334359 .0485642 _cons | .3001248 .02503 11.99 0.000 .251067 .3491827 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.32 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 0.69 Pr > z = 0.4921 Arellano-Bond dynamic panel-data estimation Number of obs = 5554 Group variable (i): cod_mun Number of groups = 873 Wald chi2(9) = 266.51 Time variable (t): year Obs per group: min = 1 avg = 6.36197 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.loserdeu2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- loserdeu2 | LD. | .1471892 .0258786 5.69 0.000 .096468 .1979104 logdpl_pc | D1. | -1.151139 .6920277 -1.66 0.096 -2.507488 .2052106 lopopulat | D1. | .5787588 .5322414 1.09 0.277 -.4644152 1.621933 debt_84 | D1. | 4.64e-10 1.48e-09 0.31 0.754 -2.44e-09 3.37e-09 logastos2 | D1. | .0577054 .1431811 0.40 0.687 -.2229245 .3383353 delec | D1. | -.1190542 .0223909 -5.32 0.000 -.1629394 -.0751689 fisdept | D1. | -2.533021 .6673372 -3.80 0.000 -3.840978 -1.225064 lpibc | D1. | 4.048121 .7641046 5.30 0.000 2.550503 5.545738 ti | D1. | .0137338 .0034257 4.01 0.000 .0070196 .0204481 _cons | -.0091624 .0217451 -0.42 0.673 -.0517821 .0334572 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -11.45 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 2.65 Pr > z = 0.0080 Arellano-Bond dynamic panel-data estimation Number of obs = 1234 Group variable (i): cod_mun Number of groups = 607 Wald chi2(9) = 704.14 Time variable (t): year Obs per group: min = 1 avg = 2.032949 max = 4 One-step results ------------------------------------------------------------------------------ | Robust D.lopersnom2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lopersnom2 | LD. | .0579551 .1290472 0.45 0.653 -.1949728 .310883 logdpl_pc | D1. | .3167686 .7586172 0.42 0.676 -1.170094 1.803631 lopopulat | D1. | -1.47709 1.123239 -1.32 0.189 -3.678599 .7244188 debt_84 | D1. | -3.88e-09 1.54e-09 -2.52 0.012 -6.90e-09 -8.66e-10 logastos2 | D1. | .615246 .2057762 2.99 0.003 .2119321 1.01856 delec | D1. | 1.918655 .0896536 21.40 0.000 1.742938 2.094373 fisdept | D1. | 69.04431 3.476469 19.86 0.000 62.23055 75.85806 lpibc | D1. | -39.66263 1.689859 -23.47 0.000 -42.97469 -36.35057 ti | D1. | -.0318466 .0060636 -5.25 0.000 -.043731 -.0199621 _cons | -.2887913 .047516 -6.08 0.000 -.3819209 -.1956617 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -3.44 Pr > z = 0.0006 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -1.92 Pr > z = 0.0543 . . **Set of Controls 3** . *Models that use group 3 as controls with variables in logs of levels. Endogenous variables GDP_PC, Population. Predetermined variables de > bt incurred since 1984 in t-1 * . *These models use two lags of the dependent variable, and one lags of each dependent variable as instruments* . . local i=1 . matrix G3=J(32,4,0) . foreach var in gfunci ggener gperso persinel transf trinel trelas invers infr invial serv vivien educac saludd serdeu persnom{ 2. xtabond lo`var'2 delec fisdept lovgan_loc lpibc ti if (year>1986), lags(1) maxld(2) pre(logdpl_pc, lag(.,2) endog) pre(lopopulat, lag(. > ,2) endog) pre(deficit , lag(.,2) endog) pre(logastos2, lag(.,2) endog) robust 3. mat def G3A = e(b) 4. mat def G3B = e(V) 5. local j=`i'+1 6. matrix G3[`i',1] = G3A[1,6] 7. matrix G3[`j',1] = sqrt(G3B[6,6]) 8. matrix G3[`i',2] = G3A[1,1] 9. matrix G3[`j',2] = sqrt(G3B[1,1]) 10. matrix G3[`i',3] = e(arm1) 11. matrix G3[`j',3] = e(arm2) 12. matrix G3[`i',4] = e(N) 13. local i = `i'+2 14. } Arellano-Bond dynamic panel-data estimation Number of obs = 7783 Group variable (i): cod_mun Number of groups = 989 Wald chi2(10) = 613.54 Time variable (t): year Obs per group: min = 1 avg = 7.869565 max = 13 One-step results ------------------------------------------------------------------------------ | Robust D.logfunci2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- logfunci2 | LD. | .1080993 .0366684 2.95 0.003 .0362306 .1799681 logdpl_pc | D1. | -.1544055 .1477388 -1.05 0.296 -.4439683 .1351573 lopopulat | D1. | .2251047 .0922901 2.44 0.015 .0442194 .4059899 deficit | D1. | 1.93e-09 1.39e-09 1.39 0.165 -7.96e-10 4.65e-09 logastos2 | D1. | .542418 .0682796 7.94 0.000 .4085925 .6762435 delec | D1. | -.0031214 .0058041 -0.54 0.591 -.0144973 .0082544 fisdept | D1. | .6501587 .1376313 4.72 0.000 .3804063 .9199112 lovgan_loc | D1. | .0709776 .0177705 3.99 0.000 .0361479 .1058072 lpibc | D1. | .1418764 .2512101 0.56 0.572 -.3504865 .6342392 ti | D1. | .0023913 .0009224 2.59 0.010 .0005834 .0041991 _cons | -.0303561 .0068228 -4.45 0.000 -.0437286 -.0169837 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.61 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.20 Pr > z = 0.2295 Arellano-Bond dynamic panel-data estimation Number of obs = 7606 Group variable (i): cod_mun Number of groups = 984 Wald chi2(10) = 749.48 Time variable (t): year Obs per group: min = 1 avg = 7.729675 max = 13 One-step results ------------------------------------------------------------------------------ | Robust D.loggener2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- loggener2 | LD. | .1647396 .0211389 7.79 0.000 .1233081 .2061711 logdpl_pc | D1. | -.5691507 .2510415 -2.27 0.023 -1.061183 -.0771183 lopopulat | D1. | .2621362 .2103431 1.25 0.213 -.1501286 .674401 deficit | D1. | 7.89e-10 9.02e-10 0.87 0.382 -9.79e-10 2.56e-09 logastos2 | D1. | .9450403 .0672157 14.06 0.000 .8133 1.076781 delec | D1. | -.0180145 .0109741 -1.64 0.101 -.0395233 .0034943 fisdept | D1. | 1.844374 .2616617 7.05 0.000 1.331527 2.357222 lovgan_loc | D1. | .1450705 .0311425 4.66 0.000 .0840324 .2061086 lpibc | D1. | .4250248 .3599028 1.18 0.238 -.2803716 1.130421 ti | D1. | .0025503 .0016172 1.58 0.115 -.0006193 .0057199 _cons | -.1206136 .0109528 -11.01 0.000 -.1420807 -.0991466 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -18.76 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.27 Pr > z = 0.2047 Arellano-Bond dynamic panel-data estimation Number of obs = 7659 Group variable (i): cod_mun Number of groups = 987 Wald chi2(10) = 345.69 Time variable (t): year Obs per group: min = 1 avg = 7.759878 max = 13 One-step results ------------------------------------------------------------------------------ | Robust D.logperso2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- logperso2 | LD. | .2493695 .0606691 4.11 0.000 .1304603 .3682787 logdpl_pc | D1. | .6788551 .1628776 4.17 0.000 .3596208 .9980894 lopopulat | D1. | .2891265 .1083112 2.67 0.008 .0768405 .5014124 deficit | D1. | -8.66e-11 7.63e-10 -0.11 0.910 -1.58e-09 1.41e-09 logastos2 | D1. | .3753493 .1105408 3.40 0.001 .1586933 .5920053 delec | D1. | .0299027 .0088539 3.38 0.001 .0125494 .047256 fisdept | D1. | 1.100074 .1527105 7.20 0.000 .8007664 1.399381 lovgan_loc | D1. | .0164821 .0200134 0.82 0.410 -.0227435 .0557077 lpibc | D1. | -.131312 .3968393 -0.33 0.741 -.9091027 .6464787 ti | D1. | -.0023019 .0014979 -1.54 0.124 -.0052378 .0006339 _cons | -.0016665 .0071405 -0.23 0.815 -.0156618 .0123287 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -8.07 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 0.95 Pr > z = 0.3419 Arellano-Bond dynamic panel-data estimation Number of obs = 1095 Group variable (i): cod_mun Number of groups = 535 Wald chi2(9) = 584.24 Time variable (t): year Obs per group: min = 1 avg = 2.046729 max = 4 One-step results ------------------------------------------------------------------------------ | Robust D. | lopersinel2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lopersinel2 | LD. | .1602344 .0747884 2.14 0.032 .0136519 .306817 logdpl_pc | D1. | 3.088445 .9543919 3.24 0.001 1.217872 4.959019 lopopulat | D1. | 2.185504 1.355176 1.61 0.107 -.4705915 4.841599 deficit | D1. | 8.35e-10 1.09e-09 0.77 0.443 -1.30e-09 2.97e-09 logastos2 | D1. | .6934556 .2521634 2.75 0.006 .1992245 1.187687 delec | D1. | -.1929753 .0602893 -3.20 0.001 -.3111403 -.0748104 fisdept | D1. | -29.12754 4.070096 -7.16 0.000 -37.10478 -21.15029 lovgan_loc | D1. | .1115608 .1043617 1.07 0.285 -.0929843 .316106 lpibc | D1. | (dropped) ti | D1. | .1698974 .0163489 10.39 0.000 .1378542 .2019406 _cons | 1.071592 .1139791 9.40 0.000 .848197 1.294987 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -5.86 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -1.03 Pr > z = 0.3010 Arellano-Bond dynamic panel-data estimation Number of obs = 6613 Group variable (i): cod_mun Number of groups = 975 Wald chi2(10) = 114.55 Time variable (t): year Obs per group: min = 1 avg = 6.782564 max = 13 One-step results ------------------------------------------------------------------------------ | Robust D.lotransf2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lotransf2 | LD. | .1587452 .025556 6.21 0.000 .1086563 .208834 logdpl_pc | D1. | -1.631693 .5620095 -2.90 0.004 -2.733212 -.5301748 lopopulat | D1. | .0185758 .3185039 0.06 0.953 -.6056803 .642832 deficit | D1. | 3.83e-12 1.30e-09 0.00 0.998 -2.54e-09 2.55e-09 logastos2 | D1. | .252586 .117204 2.16 0.031 .0228704 .4823016 delec | D1. | -.0989673 .0247857 -3.99 0.000 -.1475463 -.0503883 fisdept | D1. | -2.663007 .534374 -4.98 0.000 -3.71036 -1.615653 lovgan_loc | D1. | -.0399693 .0654592 -0.61 0.541 -.1682671 .0883284 lpibc | D1. | .1340949 .8545613 0.16 0.875 -1.540815 1.809004 ti | D1. | .015846 .0033463 4.74 0.000 .0092874 .0224047 _cons | -.018144 .0324521 -0.56 0.576 -.081749 .045461 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -16.36 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 0.64 Pr > z = 0.5239 Arellano-Bond dynamic panel-data estimation Number of obs = 705 Group variable (i): cod_mun Number of groups = 297 Wald chi2(10) = 75.89 Time variable (t): year Obs per group: min = 1 avg = 2.373737 max = 9 One-step results ------------------------------------------------------------------------------ | Robust D.lotrinel2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lotrinel2 | LD. | .1743407 .1017266 1.71 0.087 -.0250397 .3737212 logdpl_pc | D1. | -1.4206 1.425807 -1.00 0.319 -4.21513 1.373929 lopopulat | D1. | 2.632931 2.382067 1.11 0.269 -2.035833 7.301696 deficit | D1. | -4.65e-09 7.34e-09 -0.63 0.527 -1.90e-08 9.75e-09 logastos2 | D1. | .5147222 .3115221 1.65 0.098 -.0958499 1.125294 delec | D1. | -.4343048 .0727731 -5.97 0.000 -.5769374 -.2916722 fisdept | D1. | -14.35209 4.505406 -3.19 0.001 -23.18252 -5.521656 lovgan_loc | D1. | .1806159 .2104705 0.86 0.391 -.2318986 .5931305 lpibc | D1. | -16.66375 6.375478 -2.61 0.009 -29.15946 -4.168043 ti | D1. | .0561096 .0131441 4.27 0.000 .0303477 .0818716 _cons | .4966343 .2270669 2.19 0.029 .0515913 .9416773 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -4.06 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.54 Pr > z = 0.1234 Arellano-Bond dynamic panel-data estimation Number of obs = 3305 Group variable (i): cod_mun Number of groups = 487 Wald chi2(10) = 99.63 Time variable (t): year Obs per group: min = 1 avg = 6.786448 max = 12 One-step results ------------------------------------------------------------------------------ | Robust D.lotrelas2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lotrelas2 | LD. | -.0426176 .0916121 -0.47 0.642 -.2221741 .1369389 logdpl_pc | D1. | 1.894445 1.600319 1.18 0.236 -1.242122 5.031012 lopopulat | D1. | 1.207858 .5792271 2.09 0.037 .0725938 2.343122 deficit | D1. | 3.98e-08 2.92e-08 1.36 0.174 -1.76e-08 9.71e-08 logastos2 | D1. | .2159808 .2386328 0.91 0.365 -.2517309 .6836924 delec | D1. | .1302631 .0467598 2.79 0.005 .0386156 .2219105 fisdept | D1. | -.3812219 1.00078 -0.38 0.703 -2.342715 1.580271 lovgan_loc | D1. | -.2027105 .1815137 -1.12 0.264 -.5584708 .1530497 lpibc | D1. | -6.405323 1.74075 -3.68 0.000 -9.81713 -2.993516 ti | D1. | .0340922 .0056446 6.04 0.000 .0230291 .0451553 _cons | .0951626 .062605 1.52 0.128 -.0275409 .2178662 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -2.27 Pr > z = 0.0234 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -1.05 Pr > z = 0.2917 Arellano-Bond dynamic panel-data estimation Number of obs = 7647 Group variable (i): cod_mun Number of groups = 986 Wald chi2(10) = 2314.66 Time variable (t): year Obs per group: min = 1 avg = 7.755578 max = 13 One-step results ------------------------------------------------------------------------------ | Robust D.loinvers2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- loinvers2 | LD. | .1044432 .0187699 5.56 0.000 .0676548 .1412316 logdpl_pc | D1. | .1854324 .200854 0.92 0.356 -.2082343 .579099 lopopulat | D1. | .1528772 .1262846 1.21 0.226 -.0946361 .4003905 deficit | D1. | -3.43e-09 2.72e-09 -1.26 0.209 -8.77e-09 1.91e-09 logastos2 | D1. | 1.288297 .0497451 25.90 0.000 1.190798 1.385795 delec | D1. | .0179457 .0070244 2.55 0.011 .0041781 .0317134 fisdept | D1. | .685764 .17874 3.84 0.000 .3354401 1.036088 lovgan_loc | D1. | -.0062335 .0211313 -0.29 0.768 -.04765 .035183 lpibc | D1. | -.2209654 .2301929 -0.96 0.337 -.6721352 .2302044 ti | D1. | -.0046594 .0009154 -5.09 0.000 -.0064535 -.0028652 _cons | -.0095334 .0067427 -1.41 0.157 -.0227488 .0036819 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -5.91 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 2.16 Pr > z = 0.0307 Arellano-Bond dynamic panel-data estimation Number of obs = 2616 Group variable (i): cod_mun Number of groups = 576 Wald chi2(10) = 408.66 Time variable (t): year Obs per group: min = 1 avg = 4.541667 max = 10 One-step results ------------------------------------------------------------------------------ | Robust D.loinfr2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- loinfr2 | LD. | .0514042 .0306248 1.68 0.093 -.0086194 .1114277 logdpl_pc | D1. | 1.005311 .5511108 1.82 0.068 -.0748466 2.085468 lopopulat | D1. | 2.079125 .7781275 2.67 0.008 .5540229 3.604227 deficit | D1. | -5.32e-09 2.91e-09 -1.83 0.068 -1.10e-08 3.89e-10 logastos2 | D1. | 1.63884 .1400061 11.71 0.000 1.364433 1.913247 delec | D1. | .0243909 .0261412 0.93 0.351 -.026845 .0756268 fisdept | D1. | 4.221698 .8229836 5.13 0.000 2.60868 5.834716 lovgan_loc | D1. | .100489 .0760332 1.32 0.186 -.0485333 .2495113 lpibc | D1. | -2.376237 .8079276 -2.94 0.003 -3.959746 -.7927281 ti | D1. | -.0285885 .0036121 -7.91 0.000 -.035668 -.0215089 _cons | -.1492953 .0261269 -5.71 0.000 -.2005031 -.0980876 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.23 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -0.93 Pr > z = 0.3530 Arellano-Bond dynamic panel-data estimation Number of obs = 3409 Group variable (i): cod_mun Number of groups = 804 Wald chi2(10) = 495.31 Time variable (t): year Obs per group: min = 1 avg = 4.24005 max = 11 One-step results ------------------------------------------------------------------------------ | Robust D.loinvial2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- loinvial2 | LD. | .0609534 .0282476 2.16 0.031 .0055891 .1163178 logdpl_pc | D1. | .7136429 .5306816 1.34 0.179 -.3264739 1.75376 lopopulat | D1. | 1.984618 .7598325 2.61 0.009 .4953735 3.473862 deficit | D1. | -7.35e-09 5.03e-09 -1.46 0.144 -1.72e-08 2.51e-09 logastos2 | D1. | 1.695342 .1292012 13.12 0.000 1.442112 1.948572 delec | D1. | .0049684 .0242561 0.20 0.838 -.0425727 .0525096 fisdept | D1. | 4.498024 .7903776 5.69 0.000 2.948912 6.047135 lovgan_loc | D1. | .0925241 .0716231 1.29 0.196 -.0478547 .2329029 lpibc | D1. | -1.696128 .7402044 -2.29 0.022 -3.146902 -.2453543 ti | D1. | -.0298046 .0032692 -9.12 0.000 -.036212 -.0233971 _cons | -.1734285 .0239999 -7.23 0.000 -.2204675 -.1263895 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -10.66 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -1.81 Pr > z = 0.0699 Arellano-Bond dynamic panel-data estimation Number of obs = 2723 Group variable (i): cod_mun Number of groups = 617 Wald chi2(10) = 297.02 Time variable (t): year Obs per group: min = 1 avg = 4.41329 max = 10 One-step results ------------------------------------------------------------------------------ | Robust D.loserv2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- loserv2 | LD. | .1293571 .0311012 4.16 0.000 .0683999 .1903144 logdpl_pc | D1. | -.3083466 .6040634 -0.51 0.610 -1.492289 .8755959 lopopulat | D1. | -.033275 .7177339 -0.05 0.963 -1.440007 1.373458 deficit | D1. | -1.35e-09 2.92e-09 -0.46 0.643 -7.08e-09 4.37e-09 logastos2 | D1. | 1.311101 .1196838 10.95 0.000 1.076525 1.545676 delec | D1. | .0495631 .0269152 1.84 0.066 -.0031897 .1023159 fisdept | D1. | -.3284413 .8171028 -0.40 0.688 -1.929933 1.273051 lovgan_loc | D1. | -.031394 .0745249 -0.42 0.674 -.1774601 .1146721 lpibc | D1. | 1.773482 .7285942 2.43 0.015 .3454636 3.2015 ti | D1. | -.016217 .0031375 -5.17 0.000 -.0223664 -.0100676 _cons | -.1324886 .0253392 -5.23 0.000 -.1821525 -.0828246 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -8.58 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 0.83 Pr > z = 0.4090 Arellano-Bond dynamic panel-data estimation Number of obs = 1781 Group variable (i): cod_mun Number of groups = 537 Wald chi2(10) = 145.77 Time variable (t): year Obs per group: min = 1 avg = 3.316574 max = 10 One-step results ------------------------------------------------------------------------------ | Robust D.lovivien2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lovivien2 | LD. | .0842575 .0359338 2.34 0.019 .0138285 .1546865 logdpl_pc | D1. | -2.347177 1.347092 -1.74 0.081 -4.987429 .2930756 lopopulat | D1. | .5967124 1.565323 0.38 0.703 -2.471264 3.664688 deficit | D1. | 3.21e-10 4.71e-09 0.07 0.946 -8.91e-09 9.56e-09 logastos2 | D1. | 1.836963 .3030758 6.06 0.000 1.242945 2.43098 delec | D1. | .1807665 .0585154 3.09 0.002 .0660784 .2954547 fisdept | D1. | 7.29942 1.673197 4.36 0.000 4.020015 10.57883 lovgan_loc | D1. | -.1458882 .1734096 -0.84 0.400 -.4857649 .1939884 lpibc | D1. | 4.281742 1.821847 2.35 0.019 .7109878 7.852496 ti | D1. | -.0227403 .0074098 -3.07 0.002 -.0372633 -.0082173 _cons | -.391014 .0533987 -7.32 0.000 -.4956736 -.2863545 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -8.09 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -2.12 Pr > z = 0.0339 Arellano-Bond dynamic panel-data estimation Number of obs = 3438 Group variable (i): cod_mun Number of groups = 801 Wald chi2(10) = 913.36 Time variable (t): year Obs per group: min = 1 avg = 4.292135 max = 11 One-step results ------------------------------------------------------------------------------ | Robust D.loeducac2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- loeducac2 | LD. | .0811583 .0286968 2.83 0.005 .0249136 .1374031 logdpl_pc | D1. | -.1053499 .4205802 -0.25 0.802 -.929672 .7189722 lopopulat | D1. | .8413806 .6012437 1.40 0.162 -.3370353 2.019797 deficit | D1. | -5.79e-09 3.48e-09 -1.66 0.096 -1.26e-08 1.03e-09 logastos2 | D1. | 1.125452 .1092447 10.30 0.000 .9113365 1.339568 delec | D1. | -.0094307 .0178221 -0.53 0.597 -.0443614 .0255001 fisdept | D1. | -3.688284 .4800179 -7.68 0.000 -4.629102 -2.747466 lovgan_loc | D1. | .0196538 .0533638 0.37 0.713 -.0849373 .1242449 lpibc | D1. | 1.96458 .4991916 3.94 0.000 .9861822 2.942977 ti | D1. | .0157704 .0025973 6.07 0.000 .0106797 .0208611 _cons | .0455182 .0167159 2.72 0.006 .0127556 .0782808 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -6.35 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 0.94 Pr > z = 0.3459 Arellano-Bond dynamic panel-data estimation Number of obs = 3163 Group variable (i): cod_mun Number of groups = 773 Wald chi2(10) = 660.24 Time variable (t): year Obs per group: min = 1 avg = 4.09185 max = 11 One-step results ------------------------------------------------------------------------------ | Robust D.losaludd2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- losaludd2 | LD. | .0933461 .0280728 3.33 0.001 .0383245 .1483677 logdpl_pc | D1. | -2.420572 .633329 -3.82 0.000 -3.661874 -1.17927 lopopulat | D1. | -1.305135 .8104287 -1.61 0.107 -2.893546 .2832762 deficit | D1. | -5.54e-09 4.94e-09 -1.12 0.262 -1.52e-08 4.14e-09 logastos2 | D1. | .981375 .1474536 6.66 0.000 .6923713 1.270379 delec | D1. | .0731367 .0295072 2.48 0.013 .0153037 .1309698 fisdept | D1. | -7.580745 .710002 -10.68 0.000 -8.972324 -6.189167 lovgan_loc | D1. | .0764803 .0869961 0.88 0.379 -.0940288 .2469894 lpibc | D1. | 2.023586 .7967668 2.54 0.011 .4619521 3.585221 ti | D1. | .0414621 .0040791 10.16 0.000 .0334673 .049457 _cons | .3037138 .0260846 11.64 0.000 .2525889 .3548386 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -8.92 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.03 Pr > z = 0.3008 Arellano-Bond dynamic panel-data estimation Number of obs = 4494 Group variable (i): cod_mun Number of groups = 824 Wald chi2(10) = 201.24 Time variable (t): year Obs per group: min = 1 avg = 5.453883 max = 13 One-step results ------------------------------------------------------------------------------ | Robust D.loserdeu2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- loserdeu2 | LD. | .1296085 .0295572 4.39 0.000 .0716774 .1875395 logdpl_pc | D1. | -1.028244 .8572571 -1.20 0.230 -2.708437 .6519491 lopopulat | D1. | .6171335 .6082061 1.01 0.310 -.5749285 1.809195 deficit | D1. | 2.24e-09 3.56e-09 0.63 0.530 -4.74e-09 9.21e-09 logastos2 | D1. | .0676197 .171136 0.40 0.693 -.2678008 .4030401 delec | D1. | -.1556008 .0249117 -6.25 0.000 -.2044269 -.1067748 fisdept | D1. | -3.572531 .7306149 -4.89 0.000 -5.00451 -2.140552 lovgan_loc | D1. | -.0273673 .0744258 -0.37 0.713 -.1732391 .1185045 lpibc | D1. | 3.616457 .8946043 4.04 0.000 1.863065 5.369849 ti | D1. | .0119138 .0036652 3.25 0.001 .0047301 .0190974 _cons | -.0095838 .0247563 -0.39 0.699 -.0581053 .0389376 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.97 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 2.45 Pr > z = 0.0143 Arellano-Bond dynamic panel-data estimation Number of obs = 1124 Group variable (i): cod_mun Number of groups = 551 Wald chi2(10) = 599.75 Time variable (t): year Obs per group: min = 1 avg = 2.039927 max = 4 One-step results ------------------------------------------------------------------------------ | Robust D.lopersnom2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lopersnom2 | LD. | .0094827 .118218 0.08 0.936 -.2222203 .2411857 logdpl_pc | D1. | .0243607 .831926 0.03 0.977 -1.606184 1.654906 lopopulat | D1. | -1.312682 1.068012 -1.23 0.219 -3.405946 .7805825 deficit | D1. | -1.10e-09 8.35e-10 -1.31 0.189 -2.73e-09 5.39e-10 logastos2 | D1. | .7462683 .1468017 5.08 0.000 .4585422 1.033994 delec | D1. | 1.947046 .0958113 20.32 0.000 1.759259 2.134833 fisdept | D1. | 71.79196 3.540128 20.28 0.000 64.85344 78.73048 lovgan_loc | D1. | .0703848 .0864575 0.81 0.416 -.0990689 .2398384 lpibc | D1. | -40.00912 1.821855 -21.96 0.000 -43.57989 -36.43835 ti | D1. | -.0396928 .0067128 -5.91 0.000 -.0528497 -.0265359 _cons | -.3510484 .0486523 -7.22 0.000 -.446405 -.2556917 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -3.07 Pr > z = 0.0021 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -2.39 Pr > z = 0.0167 . . matrix list G1 G1[32,4] c1 c2 c3 c4 r1 -.00126508 .14984267 -10.872221 11102 r2 .00479151 .03477928 1.2976884 0 r3 -.02063955 .16908271 -20.901181 10838 r4 .00929568 .01788202 2.427482 0 r5 .01428479 .27725245 -9.3025912 10945 r6 .00646261 .05106654 1.45822 0 r7 -.18931963 .20344737 -6.223568 1203 r8 .06004242 .0743608 -.72830191 0 r9 -.03765535 .17830268 -19.213101 9628 r10 .01758852 .02088075 1.0235812 0 r11 -.44586055 .25890843 -3.4100181 763 r12 .07601686 .12813325 1.8105234 0 r13 .14478853 -.03841624 -2.5564744 4807 r14 .03400311 .08615811 -1.4528622 0 r15 .06423307 .14972749 -10.427401 10491 r16 .00907448 .01520469 -.71148547 0 r17 .01926314 .06262082 -9.6401837 2861 r18 .02537197 .03079831 -1.0365198 0 r19 .00254734 .07364079 -11.045534 3734 r20 .02337 .02722116 -1.9354104 0 r21 .04946324 .13808359 -8.985143 2986 r22 .02559461 .02884763 .63914161 0 r23 .16289305 .09383597 -8.8779718 1971 r24 .05525495 .03329236 -1.7686823 0 r25 .00203757 .07716644 -6.5663776 3778 r26 .01672741 .02477145 .83009914 0 r27 .07159306 .10005225 -9.3440498 3485 r28 .02817393 .02563875 .68459315 0 r29 -.11938208 .14642098 -11.423212 5554 r30 .02238321 .02579523 2.6353086 0 r31 1.9329592 .05812306 -3.4770143 1234 r32 .09081737 .12543057 -2.1283393 0 . matrix list G2 G2[32,4] c1 c2 c3 c4 r1 -.00118611 .15035102 -10.883508 11102 r2 .00479368 .03469806 1.3060037 0 r3 -.02053522 .16963533 -20.902037 10838 r4 .00929623 .01791623 2.4441038 0 r5 .01429032 .27808033 -9.3189927 10945 r6 .00645424 .05084753 1.4760741 0 r7 -.18847698 .21120722 -6.2561948 1203 r8 .05970017 .07470504 -.68388476 0 r9 -.03791902 .1789405 -19.188876 9628 r10 .01761807 .02093134 1.0376765 0 r11 -.44322048 .2331019 -3.5715202 763 r12 .07440563 .11680642 1.7788064 0 r13 .15033706 -.03635934 -2.5587342 4807 r14 .03427987 .08569117 -1.5052352 0 r15 .06383 .14899127 -10.423764 10491 r16 .00906704 .01523364 -.72293377 0 r17 .01966998 .05693411 -9.7479084 2861 r18 .02542506 .03008268 -1.1471104 0 r19 .00096381 .07037354 -11.075244 3734 r20 .02334247 .0269843 -1.9932258 0 r21 .04124636 .12190326 -8.9674996 2986 r22 .02459534 .02997381 .17527619 0 r23 .16377173 .09230562 -8.9100552 1971 r24 .05491855 .0332187 -1.814613 0 r25 -.00011763 .0796578 -6.5885891 3778 r26 .01677521 .02502767 .92924025 0 r27 .0706633 .09987656 -9.3163 3485 r28 .02814483 .02597276 .6869862 0 r29 -.11905418 .14718921 -11.449549 5554 r30 .02239085 .02587864 2.6524521 0 r31 1.9186554 .05795512 -3.4354749 1234 r32 .08965357 .12904722 -1.9242138 0 . matrix list G3 G3[32,4] c1 c2 c3 c4 r1 -.00312144 .10809932 -9.6127639 7783 r2 .00580412 .0366684 1.2017267 0 r3 -.01801451 .16473957 -18.762743 7606 r4 .01097407 .02113891 1.2683096 0 r5 .02990272 .24936952 -8.0747128 7659 r6 .00885388 .06066907 .9503979 0 r7 -.19297534 .16023442 -5.8558319 1095 r8 .06028935 .07478838 -1.0342806 0 r9 -.09896726 .15874516 -16.364903 6613 r10 .02478566 .02555601 .63728574 0 r11 -.43430479 .17434073 -4.0616131 705 r12 .07277308 .10172658 1.5405103 0 r13 .13026307 -.0426176 -2.2673365 3305 r14 .04675976 .09161215 -1.0544593 0 r15 .0179457 .10444319 -5.9122004 7647 r16 .00702444 .01876994 2.1615598 0 r17 .02439087 .05140415 -9.2340675 2616 r18 .02614124 .03062483 -.92869552 0 r19 .00496843 .06095343 -10.659864 3409 r20 .02425614 .02824764 -1.812784 0 r21 .04956312 .12935715 -8.5830677 2723 r22 .02691519 .03110122 .82572178 0 r23 .18076651 .08425753 -8.0890856 1781 r24 .05851544 .03593382 -2.1209715 0 r25 -.00943066 .08115833 -6.3549437 3438 r26 .01782214 .02869681 .94265817 0 r27 .07313673 .0933461 -8.9195376 3163 r28 .02950719 .02807276 1.034705 0 r29 -.15560084 .12960846 -9.9711858 4494 r30 .0249117 .02955721 2.450127 0 r31 1.947046 .00948272 -3.0724199 1124 r32 .09581125 .11821799 -2.3924528 0 . . . . log close log: C:\Documents and Settings\Angela Fonseca\Mis documentos\Ángela\Ciclos\CD Backup Composition 2008\Outputs\resABnceros_one_l2insz > _PIBti_gab_sin_nbi_07_08.txt log type: text closed on: 14 Jul 2008, 21:12:18 --------------------------------------------------------------------------------------------------------------------------------------------