------------------------------------------------------------------------------- log: C:\Documents and Settings\Angela Fonseca\Mis documentos\Ángela\Cic > los\CD Backup Composition 2008\Outputs\resABnceros_one_l2insz_PIBti_sin_nbi_0 > 7_08.txt log type: text opened on: 14 Jul 2008, 21:15:02 . . . . 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(34,4,0) . foreach var in gastos gfunci ggener gperso persinel transf trinel trelas inve > rs 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) robust 3. mat def G1A = e(b) 4. mat def G1B = e(V) 5. local j=`i'+1 6. matrix G1[`i',1] = G1A[1,5] 7. matrix G1[`j',1] = sqrt(G1B[5,5]) 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 = 11153 Group variable (i): cod_mun Number of groups = 1031 Wald chi2(8) = 409.65 Time variable (t): year Obs per group: min = 1 avg = 10.81765 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.logastos2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- logastos2 | LD. | .2723476 .0294758 9.24 0.000 .2145761 .3301192 logdpl_pc | D1. | -.1184548 .1661861 -0.71 0.476 -.4441736 .207264 lopopulat | D1. | -.1105978 .0751161 -1.47 0.141 -.2578227 .036627 deficit | D1. | -2.59e-09 2.01e-09 -1.29 0.197 -6.52e-09 1.34e-09 delec | D1. | .0363523 .006218 5.85 0.000 .0241653 .0485394 fisdept | D1. | .4706552 .1413883 3.33 0.001 .1935393 .7477711 lpibc | D1. | 2.86124 .2287752 12.51 0.000 2.412849 3.309632 ti | D1. | -.0070895 .0009959 -7.12 0.000 -.0090414 -.0051376 _cons | .0100111 .0094214 1.06 0.288 -.0084546 .0284767 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -8.66 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.36 Pr > z = 0.1747 Arellano-Bond dynamic panel-data estimation Number of obs = 11102 Group variable (i): cod_mun Number of groups = 1029 Wald chi2(8) = 275.05 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. | .2451762 .0329804 7.43 0.000 .1805357 .3098166 logdpl_pc | D1. | -.3309518 .1474897 -2.24 0.025 -.6200263 -.0418772 lopopulat | D1. | .131259 .0728647 1.80 0.072 -.0115531 .2740712 deficit | D1. | -3.15e-11 7.64e-10 -0.04 0.967 -1.53e-09 1.47e-09 delec | D1. | .0161613 .0058651 2.76 0.006 .0046658 .0276567 fisdept | D1. | .8853514 .1415064 6.26 0.000 .6080039 1.162699 lpibc | D1. | 1.834343 .1920304 9.55 0.000 1.457971 2.210716 ti | D1. | -.0008269 .0008933 -0.93 0.355 -.0025777 .0009239 _cons | -.014551 .0079847 -1.82 0.068 -.0302006 .0010987 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -10.47 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 3.14 Pr > z = 0.0017 Arellano-Bond dynamic panel-data estimation Number of obs = 10838 Group variable (i): cod_mun Number of groups = 1026 Wald chi2(8) = 625.71 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. | .2313186 .0201885 11.46 0.000 .1917499 .2708874 logdpl_pc | D1. | -1.252453 .2351857 -5.33 0.000 -1.713408 -.7914975 lopopulat | D1. | .1230477 .1301683 0.95 0.345 -.1320775 .3781729 deficit | D1. | -1.04e-09 1.50e-09 -0.69 0.487 -3.98e-09 1.90e-09 delec | D1. | .0107023 .0097498 1.10 0.272 -.008407 .0298115 fisdept | D1. | 1.863359 .225431 8.27 0.000 1.421522 2.305196 lpibc | D1. | 3.500137 .2384483 14.68 0.000 3.032787 3.967487 ti | D1. | -.0041776 .0013628 -3.07 0.002 -.0068487 -.0015066 _cons | -.0822108 .0088805 -9.26 0.000 -.0996163 -.0648052 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -20.87 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 4.03 Pr > z = 0.0001 Arellano-Bond dynamic panel-data estimation Number of obs = 10945 Group variable (i): cod_mun Number of groups = 1028 Wald chi2(8) = 252.69 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. | .3465437 .0456278 7.60 0.000 .2571148 .4359726 logdpl_pc | D1. | .4782114 .1412717 3.39 0.001 .2013239 .755099 lopopulat | D1. | .1873171 .0659926 2.84 0.005 .0579739 .3166602 deficit | D1. | -7.06e-10 9.25e-10 -0.76 0.445 -2.52e-09 1.11e-09 delec | D1. | .0294909 .0054251 5.44 0.000 .0188579 .0401239 fisdept | D1. | 1.121857 .1330801 8.43 0.000 .8610249 1.382689 lpibc | D1. | 1.064221 .1442263 7.38 0.000 .7815422 1.346899 ti | D1. | -.0049316 .0008062 -6.12 0.000 -.0065118 -.0033515 _cons | .0058145 .0076568 0.76 0.448 -.0091925 .0208215 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -11.50 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 3.26 Pr > z = 0.0011 Arellano-Bond dynamic panel-data estimation Number of obs = 1203 Group variable (i): cod_mun Number of groups = 591 Wald chi2(7) = 601.94 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. | .2351086 .075688 3.11 0.002 .0867628 .3834543 logdpl_pc | D1. | 3.084923 1.004217 3.07 0.002 1.116694 5.053152 lopopulat | D1. | 2.068513 1.32203 1.56 0.118 -.5226196 4.659645 deficit | D1. | -4.97e-10 8.71e-10 -0.57 0.568 -2.20e-09 1.21e-09 delec | D1. | -.2185395 .0595337 -3.67 0.000 -.3352234 -.1018555 fisdept | D1. | -38.80165 2.077303 -18.68 0.000 -42.87309 -34.73021 lpibc | D1. | (dropped) ti | D1. | .2110713 .0095868 22.02 0.000 .1922815 .229861 _cons | 1.364055 .0565097 24.14 0.000 1.253298 1.474812 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -6.12 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -0.51 Pr > z = 0.6126 Arellano-Bond dynamic panel-data estimation Number of obs = 9628 Group variable (i): cod_mun Number of groups = 1016 Wald chi2(8) = 163.79 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. | .1995548 .0213807 9.33 0.000 .1576494 .2414603 logdpl_pc | D1. | -1.198387 .4601582 -2.60 0.009 -2.10028 -.2964932 lopopulat | D1. | .7046213 .2398163 2.94 0.003 .23459 1.174653 deficit | D1. | -1.77e-09 1.85e-09 -0.96 0.338 -5.40e-09 1.86e-09 delec | D1. | -.019819 .0178077 -1.11 0.266 -.0547215 .0150835 fisdept | D1. | -1.449084 .4172481 -3.47 0.001 -2.266875 -.631293 lpibc | D1. | .8229848 .6640345 1.24 0.215 -.4784989 2.124469 ti | D1. | .0173128 .0029082 5.95 0.000 .0116129 .0230128 _cons | .0010802 .0288506 0.04 0.970 -.0554659 .0576262 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -19.41 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.64 Pr > z = 0.1010 Arellano-Bond dynamic panel-data estimation Number of obs = 763 Group variable (i): cod_mun Number of groups = 318 Wald chi2(8) = 84.63 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. | .2924721 .1287829 2.27 0.023 .0400622 .544882 logdpl_pc | D1. | -1.848535 1.581197 -1.17 0.242 -4.947625 1.250554 lopopulat | D1. | 3.418733 2.311714 1.48 0.139 -1.112143 7.949609 deficit | D1. | -3.44e-09 7.04e-09 -0.49 0.626 -1.72e-08 1.04e-08 delec | D1. | -.4263683 .0761489 -5.60 0.000 -.5756174 -.2771192 fisdept | D1. | -11.97329 4.056447 -2.95 0.003 -19.92378 -4.022801 lpibc | D1. | -14.64617 6.08669 -2.41 0.016 -26.57586 -2.716478 ti | D1. | .0592762 .0120538 4.92 0.000 .0356512 .0829011 _cons | .4697451 .2221721 2.11 0.034 .0342959 .9051943 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -3.56 Pr > z = 0.0004 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.76 Pr > z = 0.0778 Arellano-Bond dynamic panel-data estimation Number of obs = 4807 Group variable (i): cod_mun Number of groups = 502 Wald chi2(8) = 95.10 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. | .027981 .0488041 0.57 0.566 -.0676732 .1236352 logdpl_pc | D1. | 2.006286 1.152774 1.74 0.082 -.2531108 4.265682 lopopulat | D1. | 1.503281 .5070237 2.96 0.003 .5095329 2.497029 deficit | D1. | 3.15e-08 2.96e-08 1.06 0.287 -2.65e-08 8.96e-08 delec | D1. | .1589776 .0331571 4.79 0.000 .0939909 .2239643 fisdept | D1. | -.0687442 .9877548 -0.07 0.945 -2.004708 1.86722 lpibc | D1. | -6.016641 1.395471 -4.31 0.000 -8.751715 -3.281568 ti | D1. | .0402908 .0059991 6.72 0.000 .0285329 .0520488 _cons | .1274215 .0575208 2.22 0.027 .0146829 .2401602 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -3.24 Pr > z = 0.0012 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -1.15 Pr > z = 0.2499 Arellano-Bond dynamic panel-data estimation Number of obs = 10491 Group variable (i): cod_mun Number of groups = 1026 Wald chi2(8) = 992.15 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. | .2621897 .0185224 14.16 0.000 .2258864 .298493 logdpl_pc | D1. | .6575484 .2761512 2.38 0.017 .1163019 1.198795 lopopulat | D1. | -.0748949 .1489151 -0.50 0.615 -.366763 .2169733 deficit | D1. | -8.03e-09 6.36e-09 -1.26 0.207 -2.05e-08 4.44e-09 delec | D1. | .128757 .0121094 10.63 0.000 .105023 .1524909 fisdept | D1. | 1.935184 .2399492 8.06 0.000 1.464892 2.405475 lpibc | D1. | 3.792123 .2200306 17.23 0.000 3.360871 4.223375 ti | D1. | -.0127097 .0012747 -9.97 0.000 -.0152082 -.0102113 _cons | .0173332 .0082636 2.10 0.036 .001137 .0335295 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -14.40 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -0.03 Pr > z = 0.9745 Arellano-Bond dynamic panel-data estimation Number of obs = 2861 Group variable (i): cod_mun Number of groups = 617 Wald chi2(8) = 188.46 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. | .028105 .0346064 0.81 0.417 -.0397223 .0959323 logdpl_pc | D1. | .5173506 .5744961 0.90 0.368 -.608641 1.643342 lopopulat | D1. | .8097262 .8564348 0.95 0.344 -.8688553 2.488308 deficit | D1. | -7.73e-09 3.40e-09 -2.27 0.023 -1.44e-08 -1.06e-09 delec | D1. | .0681687 .0271963 2.51 0.012 .014865 .1214724 fisdept | D1. | 1.834255 .9311225 1.97 0.049 .0092883 3.659222 lpibc | D1. | 2.373897 .7552686 3.14 0.002 .8935982 3.854197 ti | D1. | -.0397714 .0034962 -11.38 0.000 -.0466238 -.0329191 _cons | -.0815344 .0246387 -3.31 0.001 -.1298254 -.0332434 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -10.07 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -2.08 Pr > z = 0.0379 Arellano-Bond dynamic panel-data estimation Number of obs = 3734 Group variable (i): cod_mun Number of groups = 862 Wald chi2(8) = 255.63 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. | .0807667 .0321108 2.52 0.012 .0178307 .1437027 logdpl_pc | D1. | .5444882 .5796419 0.94 0.348 -.591589 1.680565 lopopulat | D1. | 1.368057 .8101283 1.69 0.091 -.219765 2.95588 deficit | D1. | -1.13e-08 6.92e-09 -1.63 0.104 -2.48e-08 2.31e-09 delec | D1. | .0388737 .0253289 1.53 0.125 -.0107701 .0885174 fisdept | D1. | 2.084886 .8755366 2.38 0.017 .368866 3.800906 lpibc | D1. | 2.8793 .6731761 4.28 0.000 1.559899 4.198701 ti | D1. | -.0432556 .0030745 -14.07 0.000 -.0492816 -.0372297 _cons | -.1059076 .0224368 -4.72 0.000 -.1498829 -.0619322 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -10.81 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -2.72 Pr > z = 0.0066 Arellano-Bond dynamic panel-data estimation Number of obs = 2986 Group variable (i): cod_mun Number of groups = 655 Wald chi2(8) = 215.83 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. | .1768098 .0353934 5.00 0.000 .10744 .2461797 logdpl_pc | D1. | -.1611934 .662998 -0.24 0.808 -1.460646 1.138259 lopopulat | D1. | .2378994 .8465229 0.28 0.779 -1.421255 1.897054 deficit | D1. | -4.76e-09 4.82e-09 -0.99 0.324 -1.42e-08 4.70e-09 delec | D1. | .0887538 .0293932 3.02 0.003 .0311442 .1463635 fisdept | D1. | -1.698002 .8682216 -1.96 0.050 -3.399685 .0036811 lpibc | D1. | 4.676821 .7527003 6.21 0.000 3.201556 6.152087 ti | D1. | -.0244005 .0033539 -7.28 0.000 -.0309741 -.017827 _cons | -.069268 .0229636 -3.02 0.003 -.1142757 -.0242602 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -8.73 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 0.58 Pr > z = 0.5600 Arellano-Bond dynamic panel-data estimation Number of obs = 1971 Group variable (i): cod_mun Number of groups = 583 Wald chi2(8) = 98.54 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. | .1187186 .0347836 3.41 0.001 .0505439 .1868932 logdpl_pc | D1. | -1.591533 1.334738 -1.19 0.233 -4.207571 1.024506 lopopulat | D1. | .8243066 1.620724 0.51 0.611 -2.352254 4.000868 deficit | D1. | -4.67e-09 7.24e-09 -0.65 0.519 -1.89e-08 9.52e-09 delec | D1. | .1854126 .0575318 3.22 0.001 .0726522 .2981729 fisdept | D1. | 3.80779 1.636427 2.33 0.020 .6004523 7.015128 lpibc | D1. | 7.363836 1.559401 4.72 0.000 4.307466 10.42021 ti | D1. | -.0310434 .0068646 -4.52 0.000 -.0444977 -.017589 _cons | -.2790704 .0487027 -5.73 0.000 -.3745261 -.1836148 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -8.62 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -2.04 Pr > z = 0.0410 Arellano-Bond dynamic panel-data estimation Number of obs = 3778 Group variable (i): cod_mun Number of groups = 862 Wald chi2(8) = 685.46 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. | .1284182 .0323209 3.97 0.000 .0650704 .191766 logdpl_pc | D1. | -.6512302 .4434849 -1.47 0.142 -1.520445 .2179843 lopopulat | D1. | .1519341 .6540309 0.23 0.816 -1.129943 1.433811 deficit | D1. | -9.34e-09 5.91e-09 -1.58 0.114 -2.09e-08 2.25e-09 delec | D1. | .0239545 .0193437 1.24 0.216 -.0139585 .0618675 fisdept | D1. | -4.895066 .509613 -9.61 0.000 -5.893889 -3.896243 lpibc | D1. | 4.931127 .5452505 9.04 0.000 3.862455 5.999798 ti | D1. | .0067555 .0025397 2.66 0.008 .0017778 .0117331 _cons | .0892345 .0166305 5.37 0.000 .0566393 .1218297 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -6.32 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 0.00 Pr > z = 0.9992 Arellano-Bond dynamic panel-data estimation Number of obs = 3485 Group variable (i): cod_mun Number of groups = 836 Wald chi2(8) = 585.11 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. | .1283738 .0282142 4.55 0.000 .073075 .1836725 logdpl_pc | D1. | -3.320372 .6479025 -5.12 0.000 -4.590238 -2.050507 lopopulat | D1. | -1.842022 .9414302 -1.96 0.050 -3.687192 .003147 deficit | D1. | -7.29e-09 5.90e-09 -1.23 0.217 -1.89e-08 4.28e-09 delec | D1. | .089983 .0298198 3.02 0.003 .0315373 .1484287 fisdept | D1. | -8.413741 .7389054 -11.39 0.000 -9.861969 -6.965513 lpibc | D1. | 4.8959 .7979412 6.14 0.000 3.331964 6.459836 ti | D1. | .0331077 .00402 8.24 0.000 .0252286 .0409868 _cons | .3288667 .0268647 12.24 0.000 .2762129 .3815204 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.37 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.66 Pr > z = 0.0971 Arellano-Bond dynamic panel-data estimation Number of obs = 5554 Group variable (i): cod_mun Number of groups = 873 Wald chi2(8) = 265.50 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. | .1582445 .0275394 5.75 0.000 .1042684 .2122207 logdpl_pc | D1. | -.9094746 .6437956 -1.41 0.158 -2.171291 .3523416 lopopulat | D1. | .7254381 .5312233 1.37 0.172 -.3157405 1.766617 deficit | D1. | 1.55e-09 3.44e-09 0.45 0.652 -5.19e-09 8.29e-09 delec | D1. | -.1159799 .0222374 -5.22 0.000 -.1595643 -.0723955 fisdept | D1. | -2.507408 .6616284 -3.79 0.000 -3.804176 -1.210641 lpibc | D1. | 4.105745 .6023419 6.82 0.000 2.925177 5.286314 ti | D1. | .0131837 .003361 3.92 0.000 .0065963 .019771 _cons | -.0086431 .0212346 -0.41 0.684 -.0502621 .0329758 ------------------------------------------------------------------------------ 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 = 2.70 Pr > z = 0.0069 Arellano-Bond dynamic panel-data estimation Number of obs = 1234 Group variable (i): cod_mun Number of groups = 607 Wald chi2(8) = 698.95 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. | -.0375236 .2633902 -0.14 0.887 -.553759 .4787118 logdpl_pc | D1. | .0781458 .747849 0.10 0.917 -1.387611 1.543903 lopopulat | D1. | -.542382 1.302597 -0.42 0.677 -3.095425 2.010661 deficit | D1. | -2.85e-09 1.40e-09 -2.03 0.042 -5.61e-09 -9.92e-11 delec | D1. | 1.709972 .106524 16.05 0.000 1.501189 1.918755 fisdept | D1. | 59.30186 3.685051 16.09 0.000 52.0793 66.52443 lpibc | D1. | -35.89073 2.134863 -16.81 0.000 -40.07499 -31.70647 ti | D1. | -.0247021 .0046393 -5.32 0.000 -.033795 -.0156091 _cons | -.2079201 .0285373 -7.29 0.000 -.2638521 -.1519881 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -0.90 Pr > z = 0.3687 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -1.98 Pr > z = 0.0479 . . **Set of Controls 2** . *Models that use group 2 as controls with variables in logs of levels. Endoge > nous variables GDP_PC, Population, debt incurred since 1984 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 G2=J(34,4,0) . foreach var in gastos gfunci ggener gperso persinel transf trinel trelas inve > rs 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(debt_84 , la > g(.,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[1,5] 7. matrix G2[`j',1] = sqrt(G2B[5,5]) 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 = 11153 Group variable (i): cod_mun Number of groups = 1031 Wald chi2(8) = 413.96 Time variable (t): year Obs per group: min = 1 avg = 10.81765 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.logastos2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- logastos2 | LD. | .2703903 .0293836 9.20 0.000 .2127994 .3279811 logdpl_pc | D1. | -.1355486 .1669386 -0.81 0.417 -.4627422 .191645 lopopulat | D1. | -.1163845 .0759629 -1.53 0.125 -.2652691 .0325001 debt_84 | D1. | -7.61e-10 6.25e-10 -1.22 0.223 -1.99e-09 4.64e-10 delec | D1. | .0363147 .0062053 5.85 0.000 .0241526 .0484768 fisdept | D1. | .4724612 .1413769 3.34 0.001 .1953676 .7495548 lpibc | D1. | 2.88013 .2292538 12.56 0.000 2.430801 3.329459 ti | D1. | -.0070596 .0009952 -7.09 0.000 -.0090103 -.005109 _cons | .0098341 .0093922 1.05 0.295 -.0085744 .0282425 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -8.67 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.33 Pr > z = 0.1839 Arellano-Bond dynamic panel-data estimation Number of obs = 11102 Group variable (i): cod_mun Number of groups = 1029 Wald chi2(8) = 273.86 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. | .244344 .0330527 7.39 0.000 .1795618 .3091261 logdpl_pc | D1. | -.3408719 .1490753 -2.29 0.022 -.633054 -.0486897 lopopulat | D1. | .1313157 .0729544 1.80 0.072 -.0116723 .2743036 debt_84 | D1. | 7.68e-10 9.45e-10 0.81 0.416 -1.08e-09 2.62e-09 delec | D1. | .0161676 .0058609 2.76 0.006 .0046804 .0276548 fisdept | D1. | .8803431 .1411884 6.24 0.000 .6036189 1.157067 lpibc | D1. | 1.833268 .1913804 9.58 0.000 1.45817 2.208367 ti | D1. | -.0008019 .0008916 -0.90 0.368 -.0025494 .0009457 _cons | -.0142433 .0079326 -1.80 0.073 -.029791 .0013044 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -10.46 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 3.14 Pr > z = 0.0017 Arellano-Bond dynamic panel-data estimation Number of obs = 10838 Group variable (i): cod_mun Number of groups = 1026 Wald chi2(8) = 644.30 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. | .2312188 .0202036 11.44 0.000 .1916205 .2708172 logdpl_pc | D1. | -1.264686 .2353596 -5.37 0.000 -1.725983 -.8033898 lopopulat | D1. | .1214555 .1307536 0.93 0.353 -.1348168 .3777279 debt_84 | D1. | 5.95e-10 8.64e-10 0.69 0.491 -1.10e-09 2.29e-09 delec | D1. | .0107145 .0097525 1.10 0.272 -.0083999 .029829 fisdept | D1. | 1.855723 .2253129 8.24 0.000 1.414118 2.297329 lpibc | D1. | 3.500253 .238089 14.70 0.000 3.033607 3.966898 ti | D1. | -.0041483 .0013648 -3.04 0.002 -.0068232 -.0014733 _cons | -.0819308 .0088576 -9.25 0.000 -.0992914 -.0645701 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -20.87 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 4.04 Pr > z = 0.0001 Arellano-Bond dynamic panel-data estimation Number of obs = 10945 Group variable (i): cod_mun Number of groups = 1028 Wald chi2(8) = 250.47 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. | .3473648 .0454655 7.64 0.000 .2582541 .4364755 logdpl_pc | D1. | .4687161 .1416071 3.31 0.001 .1911712 .746261 lopopulat | D1. | .186807 .0658658 2.84 0.005 .0577125 .3159016 debt_84 | D1. | 6.30e-10 1.50e-09 0.42 0.675 -2.32e-09 3.57e-09 delec | D1. | .029411 .0054239 5.42 0.000 .0187804 .0400416 fisdept | D1. | 1.117611 .132869 8.41 0.000 .8571926 1.378029 lpibc | D1. | 1.067017 .1438112 7.42 0.000 .7851517 1.348881 ti | D1. | -.0048988 .0008054 -6.08 0.000 -.0064774 -.0033202 _cons | .0058058 .0075388 0.77 0.441 -.0089699 .0205815 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -11.53 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 3.27 Pr > z = 0.0011 Arellano-Bond dynamic panel-data estimation Number of obs = 1203 Group variable (i): cod_mun Number of groups = 591 Wald chi2(7) = 617.11 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. | .2441801 .0746119 3.27 0.001 .0979434 .3904167 logdpl_pc | D1. | 2.976825 1.000639 2.97 0.003 1.01561 4.938041 lopopulat | D1. | 1.868042 1.307085 1.43 0.153 -.6937982 4.429882 debt_84 | D1. | 6.44e-10 1.29e-09 0.50 0.617 -1.88e-09 3.17e-09 delec | D1. | -.2146882 .0594152 -3.61 0.000 -.3311399 -.0982365 fisdept | D1. | -38.79055 2.076493 -18.68 0.000 -42.8604 -34.7207 lpibc | D1. | (dropped) ti | D1. | .2114814 .0096457 21.92 0.000 .1925761 .2303867 _cons | 1.366103 .0568338 24.04 0.000 1.254711 1.477495 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -6.19 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -0.49 Pr > z = 0.6215 Arellano-Bond dynamic panel-data estimation Number of obs = 9628 Group variable (i): cod_mun Number of groups = 1016 Wald chi2(8) = 163.72 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. | .2004174 .0214627 9.34 0.000 .1583513 .2424834 logdpl_pc | D1. | -1.157343 .4593089 -2.52 0.012 -2.057572 -.2571143 lopopulat | D1. | .7063545 .2399688 2.94 0.003 .2360244 1.176685 debt_84 | D1. | -8.45e-10 1.90e-09 -0.44 0.657 -4.57e-09 2.88e-09 delec | D1. | -.0197198 .0178165 -1.11 0.268 -.0546395 .0151998 fisdept | D1. | -1.442757 .4180047 -3.45 0.001 -2.262031 -.6234829 lpibc | D1. | .8247352 .6650073 1.24 0.215 -.4786552 2.128126 ti | D1. | .0172775 .0029092 5.94 0.000 .0115756 .0229794 _cons | .0004341 .0289212 0.02 0.988 -.0562504 .0571187 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -19.37 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.67 Pr > z = 0.0940 Arellano-Bond dynamic panel-data estimation Number of obs = 763 Group variable (i): cod_mun Number of groups = 318 Wald chi2(8) = 80.97 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. | .2667457 .1209772 2.20 0.027 .0296348 .5038566 logdpl_pc | D1. | -2.112871 1.598137 -1.32 0.186 -5.245161 1.01942 lopopulat | D1. | 2.916027 2.356337 1.24 0.216 -1.702309 7.534363 debt_84 | D1. | -1.07e-08 1.55e-08 -0.69 0.490 -4.10e-08 1.96e-08 delec | D1. | -.429096 .0750773 -5.72 0.000 -.5762447 -.2819472 fisdept | D1. | -11.88199 3.73485 -3.18 0.001 -19.20216 -4.561816 lpibc | D1. | -13.98199 5.505752 -2.54 0.011 -24.77306 -3.19091 ti | D1. | .0568056 .0118009 4.81 0.000 .0336763 .0799349 _cons | .4539647 .1994752 2.28 0.023 .0630005 .8449289 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -3.67 Pr > z = 0.0002 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.70 Pr > z = 0.0882 Arellano-Bond dynamic panel-data estimation Number of obs = 4807 Group variable (i): cod_mun Number of groups = 502 Wald chi2(8) = 95.82 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. | .0289017 .048141 0.60 0.548 -.065453 .1232563 logdpl_pc | D1. | 1.99079 1.204387 1.65 0.098 -.3697652 4.351346 lopopulat | D1. | 1.566982 .5097414 3.07 0.002 .5679074 2.566057 debt_84 | D1. | 3.50e-08 2.25e-08 1.56 0.119 -9.05e-09 7.90e-08 delec | D1. | .1588896 .033255 4.78 0.000 .0937109 .2240683 fisdept | D1. | -.3389489 .9726477 -0.35 0.727 -2.245303 1.567406 lpibc | D1. | -6.310756 1.386122 -4.55 0.000 -9.027505 -3.594007 ti | D1. | .0402314 .0060448 6.66 0.000 .0283838 .052079 _cons | .144578 .056492 2.56 0.010 .0338557 .2553003 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -3.24 Pr > z = 0.0012 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -1.22 Pr > z = 0.2230 Arellano-Bond dynamic panel-data estimation Number of obs = 10491 Group variable (i): cod_mun Number of groups = 1026 Wald chi2(8) = 1011.46 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. | .2615927 .0186105 14.06 0.000 .2251168 .2980687 logdpl_pc | D1. | .6679018 .2755146 2.42 0.015 .1279031 1.207901 lopopulat | D1. | -.0816164 .1497218 -0.55 0.586 -.3750658 .211833 debt_84 | D1. | -1.95e-09 1.18e-09 -1.65 0.099 -4.26e-09 3.64e-10 delec | D1. | .1285374 .0120901 10.63 0.000 .1048412 .1522335 fisdept | D1. | 1.935994 .2393567 8.09 0.000 1.466863 2.405124 lpibc | D1. | 3.810923 .2183931 17.45 0.000 3.382881 4.238966 ti | D1. | -.012722 .0012767 -9.96 0.000 -.0152244 -.0102196 _cons | .0168334 .0082827 2.03 0.042 .0005997 .0330672 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -14.39 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -0.04 Pr > z = 0.9707 Arellano-Bond dynamic panel-data estimation Number of obs = 2861 Group variable (i): cod_mun Number of groups = 617 Wald chi2(8) = 189.40 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. | .0220234 .0338561 0.65 0.515 -.0443334 .0883801 logdpl_pc | D1. | .5257601 .5668197 0.93 0.354 -.5851861 1.636706 lopopulat | D1. | .7189866 .8513362 0.84 0.398 -.9496018 2.387575 debt_84 | D1. | -4.61e-09 1.96e-09 -2.36 0.018 -8.45e-09 -7.82e-10 delec | D1. | .0680733 .0271138 2.51 0.012 .0149311 .1212155 fisdept | D1. | 1.795451 .9271566 1.94 0.053 -.0217426 3.612644 lpibc | D1. | 2.44946 .7531722 3.25 0.001 .9732699 3.925651 ti | D1. | -.0397491 .0034988 -11.36 0.000 -.0466066 -.0328916 _cons | -.0839188 .0246095 -3.41 0.001 -.1321525 -.0356851 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -10.22 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -2.20 Pr > z = 0.0278 Arellano-Bond dynamic panel-data estimation Number of obs = 3734 Group variable (i): cod_mun Number of groups = 862 Wald chi2(8) = 251.95 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. | .0781837 .0322856 2.42 0.015 .014905 .1414624 logdpl_pc | D1. | .6034539 .5862852 1.03 0.303 -.545644 1.752552 lopopulat | D1. | 1.188709 .8012585 1.48 0.138 -.381729 2.759147 debt_84 | D1. | -8.64e-09 2.84e-09 -3.04 0.002 -1.42e-08 -3.07e-09 delec | D1. | .0369306 .025273 1.46 0.144 -.0126035 .0864647 fisdept | D1. | 2.025359 .8739323 2.32 0.020 .3124831 3.738235 lpibc | D1. | 2.947768 .6762534 4.36 0.000 1.622335 4.2732 ti | D1. | -.0433621 .0030728 -14.11 0.000 -.0493847 -.0373395 _cons | -.1090331 .0224646 -4.85 0.000 -.1530629 -.0650033 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -10.78 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -2.77 Pr > z = 0.0055 Arellano-Bond dynamic panel-data estimation Number of obs = 2986 Group variable (i): cod_mun Number of groups = 655 Wald chi2(8) = 282.47 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. | .1595881 .0374676 4.26 0.000 .086153 .2330233 logdpl_pc | D1. | .0089192 .623014 0.01 0.989 -1.212166 1.230004 lopopulat | D1. | -.1917573 .8234323 -0.23 0.816 -1.805655 1.42214 debt_84 | D1. | -1.70e-08 1.80e-09 -9.46 0.000 -2.05e-08 -1.35e-08 delec | D1. | .0824349 .0282678 2.92 0.004 .027031 .1378389 fisdept | D1. | -1.722866 .8669151 -1.99 0.047 -3.421988 -.0237431 lpibc | D1. | 4.900628 .7620233 6.43 0.000 3.40709 6.394166 ti | D1. | -.0246677 .0033481 -7.37 0.000 -.0312298 -.0181055 _cons | -.074165 .023026 -3.22 0.001 -.1192951 -.0290349 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -8.68 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 0.20 Pr > z = 0.8420 Arellano-Bond dynamic panel-data estimation Number of obs = 1971 Group variable (i): cod_mun Number of groups = 583 Wald chi2(8) = 99.68 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. | .1151413 .034659 3.32 0.001 .0472109 .1830716 logdpl_pc | D1. | -1.384804 1.342073 -1.03 0.302 -4.015218 1.24561 lopopulat | D1. | .7772874 1.625685 0.48 0.633 -2.408997 3.963572 debt_84 | D1. | -3.50e-09 2.00e-09 -1.75 0.081 -7.43e-09 4.26e-10 delec | D1. | .1831248 .0573002 3.20 0.001 .0708184 .2954311 fisdept | D1. | 3.720297 1.636594 2.27 0.023 .5126313 6.927963 lpibc | D1. | 7.286044 1.55972 4.67 0.000 4.229049 10.34304 ti | D1. | -.0309435 .0068527 -4.52 0.000 -.0443745 -.0175125 _cons | -.2790651 .0487704 -5.72 0.000 -.3746534 -.1834768 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -8.68 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -2.08 Pr > z = 0.0377 Arellano-Bond dynamic panel-data estimation Number of obs = 3778 Group variable (i): cod_mun Number of groups = 862 Wald chi2(8) = 737.63 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. | .1323625 .0328159 4.03 0.000 .0680446 .1966805 logdpl_pc | D1. | -.5140618 .4528951 -1.14 0.256 -1.40172 .3735963 lopopulat | D1. | .054096 .6493222 0.08 0.934 -1.218552 1.326744 debt_84 | D1. | -5.86e-09 1.63e-09 -3.60 0.000 -9.05e-09 -2.67e-09 delec | D1. | .0219184 .0194019 1.13 0.259 -.0161086 .0599454 fisdept | D1. | -4.980077 .5132686 -9.70 0.000 -5.986065 -3.974089 lpibc | D1. | 4.890697 .5448818 8.98 0.000 3.822748 5.958646 ti | D1. | .0066773 .002535 2.63 0.008 .0017088 .0116457 _cons | .0880855 .0165568 5.32 0.000 .0556349 .1205361 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -6.31 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 0.17 Pr > z = 0.8653 Arellano-Bond dynamic panel-data estimation Number of obs = 3485 Group variable (i): cod_mun Number of groups = 836 Wald chi2(8) = 582.99 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. | .1280929 .0286879 4.47 0.000 .0718656 .1843202 logdpl_pc | D1. | -3.288633 .6431781 -5.11 0.000 -4.549239 -2.028027 lopopulat | D1. | -1.871719 .9526603 -1.96 0.049 -3.738899 -.0045395 debt_84 | D1. | -2.38e-09 2.66e-09 -0.89 0.371 -7.60e-09 2.84e-09 delec | D1. | .0893924 .0297797 3.00 0.003 .0310252 .1477596 fisdept | D1. | -8.46546 .7391865 -11.45 0.000 -9.914239 -7.016681 lpibc | D1. | 4.897285 .7881143 6.21 0.000 3.35261 6.441961 ti | D1. | .0332155 .0040162 8.27 0.000 .025344 .0410871 _cons | .3287125 .026957 12.19 0.000 .2758779 .3815472 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.33 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.69 Pr > z = 0.0905 Arellano-Bond dynamic panel-data estimation Number of obs = 5554 Group variable (i): cod_mun Number of groups = 873 Wald chi2(8) = 264.79 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. | .15808 .0275165 5.74 0.000 .1041487 .2120112 logdpl_pc | D1. | -.9571185 .6420017 -1.49 0.136 -2.215419 .3011817 lopopulat | D1. | .7203033 .532237 1.35 0.176 -.322862 1.763469 debt_84 | D1. | 5.61e-10 1.41e-09 0.40 0.691 -2.21e-09 3.33e-09 delec | D1. | -.1161175 .0222342 -5.22 0.000 -.1596957 -.0725393 fisdept | D1. | -2.509575 .6621036 -3.79 0.000 -3.807274 -1.211876 lpibc | D1. | 4.115677 .6009529 6.85 0.000 2.937831 5.293523 ti | D1. | .0132223 .0033598 3.94 0.000 .0066373 .0198073 _cons | -.0085332 .0212523 -0.40 0.688 -.0501869 .0331204 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -11.46 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 2.71 Pr > z = 0.0067 Arellano-Bond dynamic panel-data estimation Number of obs = 1234 Group variable (i): cod_mun Number of groups = 607 Wald chi2(8) = 776.49 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. | -.0209852 .2645208 -0.08 0.937 -.5394363 .497466 logdpl_pc | D1. | .2112088 .777688 0.27 0.786 -1.313032 1.735449 lopopulat | D1. | -.6207409 1.358078 -0.46 0.648 -3.282524 2.041042 debt_84 | D1. | -5.39e-09 1.72e-09 -3.13 0.002 -8.76e-09 -2.02e-09 delec | D1. | 1.704142 .1085633 15.70 0.000 1.491362 1.916922 fisdept | D1. | 59.0797 3.716424 15.90 0.000 51.79565 66.36376 lpibc | D1. | -35.90899 2.131549 -16.85 0.000 -40.08675 -31.73123 ti | D1. | -.0240671 .0044693 -5.38 0.000 -.0328267 -.0153074 _cons | -.204043 .0269311 -7.58 0.000 -.2568269 -.1512591 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -0.87 Pr > z = 0.3836 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -1.66 Pr > z = 0.0972 . . **Set of Controls 3** . *Models that use group 3 as controls with variables in logs of levels. Endoge > nous variables GDP_PC, Population. Predetermined variables debt incurred sinc > e 1984 in t-1 * . *These models use two lags of the dependent variable, and one lags of each de > pendent variable as instruments* . . local i=1 . matrix G3=J(34,4,0) . foreach var in gastos gfunci ggener gperso persinel transf trinel trelas inve > rs 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(d > eficit , 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[1,5] 7. matrix G3[`j',1] = sqrt(G3B[5,5]) 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 = 7828 Group variable (i): cod_mun Number of groups = 990 Wald chi2(9) = 362.12 Time variable (t): year Obs per group: min = 1 avg = 7.907071 max = 13 One-step results ------------------------------------------------------------------------------ | Robust D.logastos2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- logastos2 | LD. | .1579732 .0423239 3.73 0.000 .0750198 .2409266 logdpl_pc | D1. | -.8030576 .2069182 -3.88 0.000 -1.20861 -.3975053 lopopulat | D1. | -.4871394 .1251196 -3.89 0.000 -.7323693 -.2419095 deficit | D1. | -2.38e-09 1.56e-09 -1.52 0.128 -5.43e-09 6.84e-10 delec | D1. | .0321419 .0072574 4.43 0.000 .0179176 .0463663 fisdept | D1. | -.3423003 .1624591 -2.11 0.035 -.6607143 -.0238864 lovgan_loc | D1. | .0396303 .022242 1.78 0.075 -.0039632 .0832237 lpibc | D1. | 3.239464 .2896046 11.19 0.000 2.67185 3.807079 ti | D1. | -.0088654 .001115 -7.95 0.000 -.0110508 -.0066801 _cons | .0167197 .0108442 1.54 0.123 -.0045345 .037974 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -7.67 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -0.19 Pr > z = 0.8494 Arellano-Bond dynamic panel-data estimation Number of obs = 7783 Group variable (i): cod_mun Number of groups = 989 Wald chi2(9) = 202.72 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. | .1342955 .0442544 3.03 0.002 .0475584 .2210325 logdpl_pc | D1. | -.6748775 .1983267 -3.40 0.001 -1.063591 -.2861643 lopopulat | D1. | .0017295 .127042 0.01 0.989 -.2472682 .2507272 deficit | D1. | 2.56e-10 7.24e-10 0.35 0.724 -1.16e-09 1.68e-09 delec | D1. | .0156805 .0066138 2.37 0.018 .0027177 .0286434 fisdept | D1. | .4205022 .1596924 2.63 0.008 .1075109 .7334935 lovgan_loc | D1. | .0872446 .0215587 4.05 0.000 .0449903 .129499 lpibc | D1. | 2.047882 .2375023 8.62 0.000 1.582386 2.513378 ti | D1. | -.0018677 .00099 -1.89 0.059 -.0038081 .0000728 _cons | -.0143416 .0094338 -1.52 0.128 -.0328316 .0041483 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -8.65 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 2.07 Pr > z = 0.0384 Arellano-Bond dynamic panel-data estimation Number of obs = 7606 Group variable (i): cod_mun Number of groups = 984 Wald chi2(9) = 456.27 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. | .1947155 .0253288 7.69 0.000 .145072 .244359 logdpl_pc | D1. | -1.394 .2959753 -4.71 0.000 -1.974101 -.8138988 lopopulat | D1. | .0100578 .1969882 0.05 0.959 -.3760321 .3961476 deficit | D1. | -1.25e-09 1.72e-09 -0.72 0.469 -4.62e-09 2.12e-09 delec | D1. | .0193634 .0107249 1.81 0.071 -.001657 .0403838 fisdept | D1. | 1.314408 .2677306 4.91 0.000 .7896659 1.839151 lovgan_loc | D1. | .1731522 .0339641 5.10 0.000 .1065838 .2397206 lpibc | D1. | 3.462907 .2802131 12.36 0.000 2.9137 4.012115 ti | D1. | -.0056946 .0015167 -3.75 0.000 -.0086672 -.0027219 _cons | -.081767 .0105833 -7.73 0.000 -.1025099 -.061024 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -18.45 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 2.91 Pr > z = 0.0036 Arellano-Bond dynamic panel-data estimation Number of obs = 7659 Group variable (i): cod_mun Number of groups = 987 Wald chi2(9) = 175.53 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. | .2850594 .0599763 4.75 0.000 .1675081 .4026107 logdpl_pc | D1. | .3336526 .187548 1.78 0.075 -.0339348 .7012399 lopopulat | D1. | .1647019 .1098279 1.50 0.134 -.0505568 .3799606 deficit | D1. | -9.27e-10 1.09e-09 -0.85 0.395 -3.06e-09 1.21e-09 delec | D1. | .0452215 .0070066 6.45 0.000 .0314889 .0589541 fisdept | D1. | .8980964 .157837 5.69 0.000 .5887417 1.207451 lovgan_loc | D1. | .0288852 .0206497 1.40 0.162 -.0115874 .0693578 lpibc | D1. | 1.130888 .172965 6.54 0.000 .7918826 1.469893 ti | D1. | -.0057833 .0008654 -6.68 0.000 -.0074795 -.004087 _cons | .00947 .0087963 1.08 0.282 -.0077705 .0267104 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -8.39 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.88 Pr > z = 0.0607 Arellano-Bond dynamic panel-data estimation Number of obs = 1095 Group variable (i): cod_mun Number of groups = 535 Wald chi2(8) = 605.46 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. | .206348 .0773199 2.67 0.008 .0548037 .3578923 logdpl_pc | D1. | 3.21773 1.106278 2.91 0.004 1.049465 5.385996 lopopulat | D1. | 2.556013 1.398566 1.83 0.068 -.1851253 5.297151 deficit | D1. | -6.09e-10 8.39e-10 -0.73 0.468 -2.25e-09 1.04e-09 delec | D1. | -.2244417 .0607562 -3.69 0.000 -.3435217 -.1053618 fisdept | D1. | -38.18077 2.141268 -17.83 0.000 -42.37758 -33.98396 lovgan_loc | D1. | .080758 .1002286 0.81 0.420 -.1156865 .2772025 lpibc | D1. | (dropped) ti | D1. | .2060078 .0094366 21.83 0.000 .1875124 .2245033 _cons | 1.344079 .0560862 23.96 0.000 1.234153 1.454006 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -5.72 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -0.50 Pr > z = 0.6147 Arellano-Bond dynamic panel-data estimation Number of obs = 6613 Group variable (i): cod_mun Number of groups = 975 Wald chi2(9) = 110.55 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. | .1707162 .0257297 6.63 0.000 .1202869 .2211456 logdpl_pc | D1. | -2.077673 .5722645 -3.63 0.000 -3.199291 -.9560552 lopopulat | D1. | -.1192361 .3332748 -0.36 0.721 -.7724428 .5339706 deficit | D1. | -8.54e-10 1.19e-09 -0.72 0.474 -3.19e-09 1.49e-09 delec | D1. | -.0897207 .0247121 -3.63 0.000 -.1381555 -.0412858 fisdept | D1. | -2.75131 .5412101 -5.08 0.000 -3.812062 -1.690557 lovgan_loc | D1. | -.031639 .0663875 -0.48 0.634 -.1617561 .098478 lpibc | D1. | .951178 .7703872 1.23 0.217 -.5587531 2.461109 ti | D1. | .0138199 .0032416 4.26 0.000 .0074664 .0201734 _cons | -.0061469 .0329153 -0.19 0.852 -.0706598 .058366 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -16.72 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 0.88 Pr > z = 0.3762 Arellano-Bond dynamic panel-data estimation Number of obs = 705 Group variable (i): cod_mun Number of groups = 297 Wald chi2(9) = 68.83 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. | .2269141 .1086435 2.09 0.037 .0139768 .4398514 logdpl_pc | D1. | -2.24617 1.576658 -1.42 0.154 -5.336363 .8440241 lopopulat | D1. | 2.931149 2.380065 1.23 0.218 -1.733693 7.59599 deficit | D1. | -3.98e-09 6.39e-09 -0.62 0.534 -1.65e-08 8.55e-09 delec | D1. | -.42357 .0759115 -5.58 0.000 -.5723538 -.2747862 fisdept | D1. | -13.41016 4.474024 -3.00 0.003 -22.17909 -4.641235 lovgan_loc | D1. | .2081861 .2186694 0.95 0.341 -.220398 .6367701 lpibc | D1. | -15.16451 6.070705 -2.50 0.012 -27.06287 -3.266146 ti | D1. | .055092 .0130022 4.24 0.000 .0296083 .0805758 _cons | .5119951 .2229471 2.30 0.022 .0750268 .9489634 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -4.05 Pr > z = 0.0001 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.42 Pr > z = 0.1559 Arellano-Bond dynamic panel-data estimation Number of obs = 3305 Group variable (i): cod_mun Number of groups = 487 Wald chi2(9) = 87.34 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. | .0337307 .0336362 1.00 0.316 -.032195 .0996565 logdpl_pc | D1. | 1.962496 1.570767 1.25 0.212 -1.116149 5.041142 lopopulat | D1. | .8367381 .6369599 1.31 0.189 -.4116804 2.085157 deficit | D1. | 3.24e-08 2.94e-08 1.10 0.270 -2.51e-08 9.00e-08 delec | D1. | .1474819 .0477783 3.09 0.002 .0538381 .2411256 fisdept | D1. | -.5945999 .9802473 -0.61 0.544 -2.515849 1.326649 lovgan_loc | D1. | -.1765024 .1820874 -0.97 0.332 -.5333873 .1803824 lpibc | D1. | -5.366018 1.626298 -3.30 0.001 -8.553504 -2.178532 ti | D1. | .0309565 .0054319 5.70 0.000 .0203102 .0416027 _cons | .1071481 .0641737 1.67 0.095 -.0186301 .2329263 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -2.91 Pr > z = 0.0036 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -0.47 Pr > z = 0.6352 Arellano-Bond dynamic panel-data estimation Number of obs = 7647 Group variable (i): cod_mun Number of groups = 986 Wald chi2(9) = 638.63 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. | .1979006 .0276956 7.15 0.000 .1436182 .252183 logdpl_pc | D1. | -.8710582 .3220533 -2.70 0.007 -1.502271 -.2398453 lopopulat | D1. | -.4353665 .1892192 -2.30 0.021 -.8062294 -.0645036 deficit | D1. | -6.91e-09 4.94e-09 -1.40 0.161 -1.66e-08 2.76e-09 delec | D1. | .0673953 .0111786 6.03 0.000 .0454857 .089305 fisdept | D1. | -.0174333 .255592 -0.07 0.946 -.5183844 .4835178 lovgan_loc | D1. | .0537073 .0355481 1.51 0.131 -.0159658 .1233803 lpibc | D1. | 3.702045 .2752485 13.45 0.000 3.162568 4.241522 ti | D1. | -.015646 .0013642 -11.47 0.000 -.0183198 -.0129721 _cons | .0353578 .0087891 4.02 0.000 .0181314 .0525842 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.28 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 0.85 Pr > z = 0.3930 Arellano-Bond dynamic panel-data estimation Number of obs = 2616 Group variable (i): cod_mun Number of groups = 576 Wald chi2(9) = 190.22 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. | .0129537 .0348218 0.37 0.710 -.0552957 .0812031 logdpl_pc | D1. | .476866 .6061807 0.79 0.431 -.7112265 1.664958 lopopulat | D1. | 1.07674 .8588238 1.25 0.210 -.6065241 2.760003 deficit | D1. | -7.97e-09 3.63e-09 -2.20 0.028 -1.51e-08 -8.65e-10 delec | D1. | .0718397 .0281256 2.55 0.011 .0167145 .1269649 fisdept | D1. | 1.977861 .9472515 2.09 0.037 .1212825 3.83444 lovgan_loc | D1. | .182872 .0816043 2.24 0.025 .0229305 .3428135 lpibc | D1. | 2.260734 .780309 2.90 0.004 .7313561 3.790111 ti | D1. | -.0392282 .0038585 -10.17 0.000 -.0467907 -.0316657 _cons | -.0740269 .0270073 -2.74 0.006 -.1269602 -.0210936 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.70 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -2.08 Pr > z = 0.0375 Arellano-Bond dynamic panel-data estimation Number of obs = 3409 Group variable (i): cod_mun Number of groups = 804 Wald chi2(9) = 239.01 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. | .0556851 .0334812 1.66 0.096 -.0099367 .121307 logdpl_pc | D1. | .2571818 .6173141 0.42 0.677 -.9527317 1.467095 lopopulat | D1. | 1.537731 .8152726 1.89 0.059 -.0601739 3.135636 deficit | D1. | -1.18e-08 7.41e-09 -1.59 0.111 -2.63e-08 2.72e-09 delec | D1. | .0423257 .026093 1.62 0.105 -.0088155 .093467 fisdept | D1. | 2.124285 .8803504 2.41 0.016 .3988303 3.849741 lovgan_loc | D1. | .1999654 .0796096 2.51 0.012 .0439334 .3559974 lpibc | D1. | 2.74056 .7022151 3.90 0.000 1.364243 4.116876 ti | D1. | -.0420711 .0034176 -12.31 0.000 -.0487695 -.0353728 _cons | -.0952606 .0246885 -3.86 0.000 -.1436492 -.0468721 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -10.35 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -2.62 Pr > z = 0.0087 Arellano-Bond dynamic panel-data estimation Number of obs = 2723 Group variable (i): cod_mun Number of groups = 617 Wald chi2(9) = 193.51 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. | .1665819 .0369129 4.51 0.000 .0942338 .2389299 logdpl_pc | D1. | -.3545214 .7317663 -0.48 0.628 -1.788757 1.079714 lopopulat | D1. | -.1828587 .8596874 -0.21 0.832 -1.867815 1.502098 deficit | D1. | -3.61e-09 4.08e-09 -0.88 0.376 -1.16e-08 4.39e-09 delec | D1. | .0880079 .0310107 2.84 0.005 .027228 .1487878 fisdept | D1. | -2.029979 .9179569 -2.21 0.027 -3.829142 -.2308168 lovgan_loc | D1. | .0469764 .0876542 0.54 0.592 -.1248227 .2187754 lpibc | D1. | 4.810387 .7873783 6.11 0.000 3.267154 6.35362 ti | D1. | -.0255644 .0036075 -7.09 0.000 -.0326351 -.0184938 _cons | -.0699617 .0253379 -2.76 0.006 -.1196231 -.0203003 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -8.19 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 0.59 Pr > z = 0.5581 Arellano-Bond dynamic panel-data estimation Number of obs = 1781 Group variable (i): cod_mun Number of groups = 537 Wald chi2(9) = 95.53 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. | .1120824 .0375767 2.98 0.003 .0384335 .1857314 logdpl_pc | D1. | -2.354586 1.439087 -1.64 0.102 -5.175144 .4659719 lopopulat | D1. | .6987071 1.660596 0.42 0.674 -2.556002 3.953416 deficit | D1. | -4.45e-09 6.77e-09 -0.66 0.511 -1.77e-08 8.82e-09 delec | D1. | .217326 .0598925 3.63 0.000 .0999389 .334713 fisdept | D1. | 4.531421 1.730869 2.62 0.009 1.13898 7.923862 lovgan_loc | D1. | -.0330384 .1761915 -0.19 0.851 -.3783675 .3122906 lpibc | D1. | 8.092523 1.60835 5.03 0.000 4.940214 11.24483 ti | D1. | -.0333458 .0072241 -4.62 0.000 -.0475047 -.0191868 _cons | -.308154 .0525893 -5.86 0.000 -.4112271 -.2050808 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -7.80 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -2.51 Pr > z = 0.0122 Arellano-Bond dynamic panel-data estimation Number of obs = 3438 Group variable (i): cod_mun Number of groups = 801 Wald chi2(9) = 664.56 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. | .1374731 .0364146 3.78 0.000 .0661019 .2088444 logdpl_pc | D1. | -.758673 .4983962 -1.52 0.128 -1.735512 .2181655 lopopulat | D1. | .3116092 .6491584 0.48 0.631 -.9607179 1.583936 deficit | D1. | -8.99e-09 5.67e-09 -1.59 0.113 -2.01e-08 2.11e-09 delec | D1. | .0156112 .0200974 0.78 0.437 -.0237791 .0550014 fisdept | D1. | -4.993644 .5319208 -9.39 0.000 -6.03619 -3.951099 lovgan_loc | D1. | .0898651 .0600076 1.50 0.134 -.0277477 .207478 lpibc | D1. | 4.843616 .5748031 8.43 0.000 3.717023 5.970209 ti | D1. | .0071204 .0027236 2.61 0.009 .0017822 .0124587 _cons | .086396 .0175294 4.93 0.000 .052039 .120753 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -6.02 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 0.24 Pr > z = 0.8089 Arellano-Bond dynamic panel-data estimation Number of obs = 3163 Group variable (i): cod_mun Number of groups = 773 Wald chi2(9) = 548.82 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. | .1197424 .0300378 3.99 0.000 .0608693 .1786154 logdpl_pc | D1. | -3.193223 .7086007 -4.51 0.000 -4.582055 -1.804391 lopopulat | D1. | -1.807319 .9246311 -1.95 0.051 -3.619562 .004925 deficit | D1. | -6.98e-09 5.73e-09 -1.22 0.223 -1.82e-08 4.25e-09 delec | D1. | .0960246 .0310737 3.09 0.002 .0351214 .1569279 fisdept | D1. | -8.586433 .7735933 -11.10 0.000 -10.10265 -7.070218 lovgan_loc | D1. | .1413595 .0942743 1.50 0.134 -.0434148 .3261337 lpibc | D1. | 4.682371 .8360568 5.60 0.000 3.04373 6.321013 ti | D1. | .0339233 .0042535 7.98 0.000 .0255866 .04226 _cons | .3356716 .0281726 11.91 0.000 .2804543 .3908888 ------------------------------------------------------------------------------ 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 = 2.01 Pr > z = 0.0444 Arellano-Bond dynamic panel-data estimation Number of obs = 4494 Group variable (i): cod_mun Number of groups = 824 Wald chi2(9) = 202.99 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. | .1396505 .0317852 4.39 0.000 .0773525 .2019484 logdpl_pc | D1. | -.7770925 .7590979 -1.02 0.306 -2.264897 .710712 lopopulat | D1. | .7199808 .6053956 1.19 0.234 -.4665728 1.906534 deficit | D1. | 1.96e-09 3.54e-09 0.55 0.580 -4.98e-09 8.90e-09 delec | D1. | -.1522874 .0247062 -6.16 0.000 -.2007106 -.1038642 fisdept | D1. | -3.61783 .711582 -5.08 0.000 -5.012505 -2.223155 lovgan_loc | D1. | -.0154775 .0743366 -0.21 0.835 -.1611746 .1302196 lpibc | D1. | 3.681852 .7138341 5.16 0.000 2.282763 5.080941 ti | D1. | .0114206 .0035177 3.25 0.001 .0045261 .018315 _cons | -.0073474 .0243387 -0.30 0.763 -.0550504 .0403556 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -10.01 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 2.50 Pr > z = 0.0125 Arellano-Bond dynamic panel-data estimation Number of obs = 1124 Group variable (i): cod_mun Number of groups = 551 Wald chi2(9) = 631.53 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. | -.243998 .2575302 -0.95 0.343 -.7487479 .260752 logdpl_pc | D1. | .1473375 .7194965 0.20 0.838 -1.26285 1.557525 lopopulat | D1. | -.4242303 1.288658 -0.33 0.742 -2.949953 2.101492 deficit | D1. | -2.66e-09 1.78e-09 -1.49 0.135 -6.14e-09 8.27e-10 delec | D1. | 1.698291 .0958313 17.72 0.000 1.510465 1.886117 fisdept | D1. | 59.01338 3.31431 17.81 0.000 52.51745 65.50931 lovgan_loc | D1. | .0279531 .0565282 0.49 0.621 -.0828401 .1387462 lpibc | D1. | -35.55401 1.954698 -18.19 0.000 -39.38514 -31.72287 ti | D1. | -.02853 .0055396 -5.15 0.000 -.0393874 -.0176726 _cons | -.2346306 .0350047 -6.70 0.000 -.3032385 -.1660227 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -0.34 Pr > z = 0.7366 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -2.24 Pr > z = 0.0249 . . matrix list G1 G1[34,4] c1 c2 c3 c4 r1 .03635232 .27234764 -8.6619438 11153 r2 .006218 .02947584 1.3571222 0 r3 .01616125 .24517617 -10.471703 11102 r4 .00586511 .03298044 3.1419549 0 r5 .01070229 .23131862 -20.872937 10838 r6 .00974979 .02018851 4.0333366 0 r7 .02949087 .34654369 -11.503458 10945 r8 .0054251 .04562782 3.2550525 0 r9 -.21853948 .23510856 -6.1186128 1203 r10 .05953372 .075688 -.50639111 0 r11 -.01981899 .19955485 -19.405521 9628 r12 .01780773 .02138073 1.6399938 0 r13 -.42636832 .2924721 -3.5643003 763 r14 .07614891 .1287829 1.7633574 0 r15 .15897762 .02798103 -3.2424647 4807 r16 .03315709 .04880407 -1.1506305 0 r17 .12875697 .26218969 -14.402363 10491 r18 .01210939 .01852242 -.03198744 0 r19 .06816869 .02810498 -10.067968 2861 r20 .02719625 .0346064 -2.0755913 0 r21 .03887366 .08076672 -10.807829 3734 r22 .02532892 .03211079 -2.7158103 0 r23 .08875383 .17680984 -8.7303699 2986 r24 .02939321 .03539344 .58282163 0 r25 .18541256 .11871856 -8.6185765 1971 r26 .05753184 .0347836 -2.0437888 0 r27 .02395447 .12841824 -6.3195285 3778 r28 .01934371 .0323209 .00097472 0 r29 .08998296 .12837378 -9.3701011 3485 r30 .02981979 .02821417 1.6588509 0 r31 -.11597989 .15824452 -11.44685 5554 r32 .02223737 .02753936 2.7039557 0 r33 1.7099721 -.03752361 -.8989412 1234 r34 .10652402 .26339023 -1.9786737 0 . matrix list G2 G2[34,4] c1 c2 c3 c4 r1 .0363147 .27039026 -8.6653523 11153 r2 .00620527 .02938361 1.3289226 0 r3 .0161676 .24434398 -10.456884 11102 r4 .00586094 .03305273 3.1362033 0 r5 .01071454 .23121882 -20.869373 10838 r6 .00975245 .02020362 4.0378697 0 r7 .029411 .34736478 -11.532124 10945 r8 .00542389 .04546547 3.2651845 0 r9 -.21468821 .24418005 -6.1896624 1203 r10 .05941524 .07461191 -.49373872 0 r11 -.0197198 .20041735 -19.369771 9628 r12 .01781647 .02146269 1.6748959 0 r13 -.42909596 .26674569 -3.6699295 763 r14 .07507725 .12097719 1.7048816 0 r15 .15888958 .02890166 -3.2363255 4807 r16 .03325504 .048141 -1.2186596 0 r17 .12853738 .26159274 -14.385206 10491 r18 .0120901 .01861052 -.03676098 0 r19 .0680733 .02202335 -10.221918 2861 r20 .02711385 .03385611 -2.2003312 0 r21 .03693061 .07818366 -10.78124 3734 r22 .02527297 .03228564 -2.7747621 0 r23 .08243491 .15958815 -8.6820387 2986 r24 .02826784 .03746761 .19937439 0 r25 .18312476 .11514127 -8.6783795 1971 r26 .0573002 .03465897 -2.0779399 0 r27 .02191837 .13236255 -6.3103121 3778 r28 .0194019 .03281586 .16962237 0 r29 .08939241 .1280929 -9.3268334 3485 r30 .02977972 .02868793 1.6927263 0 r31 -.1161175 .15807996 -11.457288 5554 r32 .02223416 .02751646 2.7118698 0 r33 1.7041421 -.02098515 -.87123414 1234 r34 .10856327 .26452076 -1.6585194 0 . matrix list G3 G3[34,4] c1 c2 c3 c4 r1 .03214193 .1579732 -7.6745504 7828 r2 .00725745 .04232393 -.18989009 0 r3 .01568054 .13429545 -8.6479775 7783 r4 .00661381 .04425439 2.0704734 0 r5 .01936341 .19471548 -18.45304 7606 r6 .01072488 .02532878 2.9129573 0 r7 .04522151 .28505937 -8.3948277 7659 r8 .00700657 .05997626 1.8754764 0 r9 -.22444174 .206348 -5.7244867 1095 r10 .0607562 .07731993 -.50343185 0 r11 -.08972068 .17071622 -16.724819 6613 r12 .02471212 .02572972 .8848876 0 r13 -.42357002 .2269141 -4.0498584 705 r14 .07591149 .10864348 1.4190296 0 r15 .14748188 .03373074 -2.9111141 3305 r16 .04777831 .03363622 -.47447246 0 r17 .06739533 .19790063 -9.2756422 7647 r18 .01117859 .0276956 .85422989 0 r19 .07183971 .01295373 -9.6959139 2616 r20 .02812562 .03482176 -2.0801824 0 r21 .04232575 .05568515 -10.353879 3409 r22 .02609296 .03348116 -2.6249206 0 r23 .08800794 .16658185 -8.186279 2723 r24 .03101073 .03691294 .58561615 0 r25 .21732598 .11208244 -7.7978266 1781 r26 .05989245 .0375767 -2.5077343 0 r27 .01561116 .13747315 -6.0244166 3438 r28 .02009742 .03641457 .24188398 0 r29 .09602461 .11974235 -8.9108265 3163 r30 .03107366 .03003782 2.0098387 0 r31 -.15228744 .13965047 -10.009841 4494 r32 .02470617 .03178525 2.4976081 0 r33 1.698291 -.24399798 -.33639407 1124 r34 .09583128 .25753022 -2.2430998 0 . . . . log close log: C:\Documents and Settings\Angela Fonseca\Mis documentos\Ángela\Ciclos\CD Backup Composition 2008\Outputs\resABnceros_one_l2ins > z_PIBti_sin_nbi_07_08.txt log type: text closed on: 14 Jul 2008, 21:22:51 -------------------------------------------------------------------------------------------------------------------------------------------