------------------------------------------------------------------------------- log: C:\Documents and Settings\Angela Fonseca\Mis documentos\Ángela\Cic > los\CD Backup Composition 2008\Outputs\resABnceros_one_l2insz_PIBti_gab.txt log type: text opened on: 14 Jul 2008, 21:23:02 . . . . 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, requires set mat size* . 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 . . . foreach var1 in ti ti_r{ 2. di "Interest rate used: `var1' ******************************************* > *************************" 3. . . **Set of Controls 1** . *Models that use group 1 as controls with variables in logs of levels. Endoge > nous variables GDP_PC, UNB, Population* . *These models use one lag of the dependent variable, and two lags of each con > trol variable as instruments* . . . local i=1 4. matrix G1=J(51,4,0) 5. foreach var in gfunci ggener gperso persinel transf trinel trelas invers i > nfr invial serv vivien educac saludd serdeu persnom{ 6. xtabond lo`var'2 delec lpibc `var1' if (year>1986), lags(1) maxld(2) pre(l > ogdpl_pc, lag(.,2) endog) pre(lonbi, lag(.,2) endog) pre(lopopulat, lag(.,2) > endog) pre(logastos2, lag(.,2) endog) robust 7. mat def G11A = e(b) 8. mat def G11B = e(V) 9. local j=`i'+1 10. matrix G1[`i',1] = G11A[1,6] 11. matrix G1[`j',1] = sqrt(G11B[6,6]) 12. matrix G1[`i',2] = G11A[1,1] 13. matrix G1[`j',2] = sqrt(G11B[1,1]) 14. matrix G1[`i',3] = e(arm1) 15. matrix G1[`j',3] = e(arm2) 16. matrix G1[`i',4] = e(N) 17. local i = `i'+2 18. } 19. . **Set of Controls 2** . *Models that use group 2 as controls with variables in logs of levels. Endoge > nous variables GDP_PC, UNB, 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 20. matrix G2=J(51,4,0) 21. foreach var in gfunci ggener gperso persinel transf trinel trelas invers i > nfr invial serv vivien educac saludd serdeu persnom{ 22. xtabond lo`var'2 delec fisdept lpibc `var1' if (year>1986), lags(1) maxld( > 2) pre(logdpl_pc, lag(.,2) endog) pre(lonbi, lag(.,2) endog) pre(lopopulat, l > ag(.,2) endog) pre(deficit , lag(.,2) endog) pre(logastos2, lag(.,2) endog) r > obust 23. mat def G2A = e(b) 24. mat def G2B = e(V) 25. local j=`i'+1 26. matrix G2[`i',1] = G2A[1,7] 27. matrix G2[`j',1] = sqrt(G2B[7,7]) 28. matrix G2[`i',2] = G2A[1,1] 29. matrix G2[`j',2] = sqrt(G2B[1,1]) 30. matrix G2[`i',3] = e(arm1) 31. matrix G2[`j',3] = e(arm2) 32. matrix G2[`i',4] = e(N) 33. local i = `i'+2 34. } 35. . **Set of Controls 3** . *Models that use group 3 as controls with variables in logs of levels. Endoge > nous variables GDP_PC, UNB, 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 36. matrix G3=J(51,4,0) 37. foreach var in gfunci ggener gperso persinel transf trinel trelas invers i > nfr invial serv vivien educac saludd serdeu persnom{ 38. xtabond lo`var'2 delec fisdept lpibc `var1' if (year>1986), lags(1) maxld( > 2) pre(logdpl_pc, lag(.,2) endog) pre(lonbi, lag(.,2) endog) pre(lopopulat, l > ag(.,2) endog) pre(debt_84 , lag(.,2) endog) pre(logastos2, lag(.,2) endog) > robust 39. mat def G3A = e(b) 40. mat def G3B = e(V) 41. local j=`i'+1 42. matrix G3[`i',1] = G3A[1,7] 43. matrix G3[`j',1] = sqrt(G3B[7,7]) 44. matrix G3[`i',2] = G3A[1,1] 45. matrix G3[`j',2] = sqrt(G3B[1,1]) 46. matrix G3[`i',3] = e(arm1) 47. matrix G3[`j',3] = e(arm2) 48. matrix G3[`i',4] = e(N) 49. local i = `i'+2 50. } 51. . **Set of Controls 4** . *Models that use group 4 as controls with variables in logs of levels. Endoge > nous variables GDP_PC, UNB, Population. Predetermined variables debt incurred > since 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 52. matrix G4=J(51,4,0) 53. foreach var in gfunci ggener gperso persinel transf trinel trelas invers i > nfr invial serv vivien educac saludd serdeu persnom{ 54. xtabond lo`var'2 delec fisdept lovgan_loc lpibc `var1' if (year>1986), lag > s(1) maxld(2) pre(logdpl_pc, lag(.,2) endog) pre(lonbi, lag(.,2) endog) pre(l > opopulat, lag(.,2) endog) pre(deficit , lag(.,2) endog) pre(logastos2, lag(., > 2) endog) robust 55. mat def G4A = e(b) 56. mat def G4B = e(V) 57. local j=`i'+1 58. matrix G4[`i',1] = G4A[1,7] 59. matrix G4[`j',1] = sqrt(G4B[7,7]) 60. matrix G4[`i',2] = G4A[1,1] 61. matrix G4[`j',2] = sqrt(G4B[1,1]) 62. matrix G4[`i',3] = e(arm1) 63. matrix G4[`j',3] = e(arm2) 64. matrix G4[`i',4] = e(N) 65. local i = `i'+2 66. } 67. . matrix list G1 68. matrix list G2 69. matrix list G3 70. matrix list G4 71. . } Interest rate used: ti ******************************************************** > ************ Arellano-Bond dynamic panel-data estimation Number of obs = 11100 Group variable (i): cod_mun Number of groups = 1027 Wald chi2(8) = 891.52 Time variable (t): year Obs per group: min = 1 avg = 10.80818 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.logfunci2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- logfunci2 | LD. | .1525789 .0326773 4.67 0.000 .0885326 .2166251 logdpl_pc | D1. | -.2381736 .1040272 -2.29 0.022 -.4420631 -.0342841 lonbi | D1. | -.158785 .062396 -2.54 0.011 -.281079 -.036491 lopopulat | D1. | .2989552 .0653963 4.57 0.000 .1707808 .4271296 logastos2 | D1. | .4854079 .0516624 9.40 0.000 .3841513 .5866644 delec | D1. | -.0068084 .0045977 -1.48 0.139 -.0158197 .0022028 lpibc | D1. | .2013043 .1899738 1.06 0.289 -.1710376 .5736461 ti | D1. | .0031741 .0007086 4.48 0.000 .0017853 .004563 _cons | -.0250998 .0058455 -4.29 0.000 -.0365568 -.0136428 ------------------------------------------------------------------------------ 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 = 1.37 Pr > z = 0.1692 Arellano-Bond dynamic panel-data estimation Number of obs = 10837 Group variable (i): cod_mun Number of groups = 1025 Wald chi2(8) = 954.49 Time variable (t): year Obs per group: min = 1 avg = 10.57268 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.loggener2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- loggener2 | LD. | .1732703 .0175369 9.88 0.000 .1388986 .207642 logdpl_pc | D1. | -1.04737 .191046 -5.48 0.000 -1.421813 -.6729264 lonbi | D1. | -.1848146 .1099833 -1.68 0.093 -.400378 .0307488 lopopulat | D1. | .3105418 .142775 2.18 0.030 .030708 .5903756 logastos2 | D1. | .7731286 .0539596 14.33 0.000 .6673697 .8788874 delec | D1. | -.0333552 .0091133 -3.66 0.000 -.0512169 -.0154934 lpibc | D1. | .9217804 .2881287 3.20 0.001 .3570586 1.486502 ti | D1. | .0036475 .00131 2.78 0.005 .00108 .006215 _cons | -.1001127 .0098648 -10.15 0.000 -.1194474 -.0807781 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -21.15 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 = 0.0120 Arellano-Bond dynamic panel-data estimation Number of obs = 10943 Group variable (i): cod_mun Number of groups = 1026 Wald chi2(8) = 508.02 Time variable (t): year Obs per group: min = 1 avg = 10.66569 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.logperso2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- logperso2 | LD. | .2661035 .0478011 5.57 0.000 .172415 .359792 logdpl_pc | D1. | .235867 .1154109 2.04 0.041 .0096657 .4620683 lonbi | D1. | -.3125093 .0635272 -4.92 0.000 -.4370202 -.1879984 lopopulat | D1. | .3129306 .0657974 4.76 0.000 .18397 .4418911 logastos2 | D1. | .3403898 .0692109 4.92 0.000 .2047389 .4760407 delec | D1. | .0060278 .0059416 1.01 0.310 -.0056175 .0176731 lpibc | D1. | -.1465425 .2697873 -0.54 0.587 -.6753159 .382231 ti | D1. | .0001002 .0009419 0.11 0.915 -.001746 .0019464 _cons | .00471 .0063142 0.75 0.456 -.0076655 .0170856 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.58 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.22 Pr > z = 0.2235 Arellano-Bond dynamic panel-data estimation Number of obs = 1201 Group variable (i): cod_mun Number of groups = 589 Wald chi2(8) = 621.65 Time variable (t): year Obs per group: min = 1 avg = 2.039049 max = 4 One-step results ------------------------------------------------------------------------------ | Robust D. | lopersinel2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lopersinel2 | LD. | .2126458 .0680743 3.12 0.002 .0792226 .346069 logdpl_pc | D1. | 2.935223 .8124074 3.61 0.000 1.342934 4.527512 lonbi | D1. | .1657514 .333074 0.50 0.619 -.4870616 .8185643 lopopulat | D1. | .9884593 1.321533 0.75 0.454 -1.601698 3.578616 logastos2 | D1. | .5972292 .2171866 2.75 0.006 .1715513 1.022907 delec | D1. | 4.225352 .4645495 9.10 0.000 3.314851 5.135852 lpibc | D1. | -85.65692 9.403283 -9.11 0.000 -104.087 -67.22683 ti | D1. | .8226853 .0829189 9.92 0.000 .6601673 .9852033 _cons | 5.267781 .5394861 9.76 0.000 4.210408 6.325154 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -6.34 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 = 0.4919 Arellano-Bond dynamic panel-data estimation Number of obs = 9627 Group variable (i): cod_mun Number of groups = 1015 Wald chi2(8) = 186.44 Time variable (t): year Obs per group: min = 1 avg = 9.484729 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.lotransf2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lotransf2 | LD. | .1709074 .0204135 8.37 0.000 .1308976 .2109172 logdpl_pc | D1. | -.1678137 .3866631 -0.43 0.664 -.9256594 .590032 lonbi | D1. | .2405368 .2020782 1.19 0.234 -.1555291 .6366027 lopopulat | D1. | .766446 .2275442 3.37 0.001 .3204676 1.212424 logastos2 | D1. | .4142384 .0876693 4.73 0.000 .2424096 .5860672 delec | D1. | -.0240055 .0171089 -1.40 0.161 -.0575383 .0095273 lpibc | D1. | -.1380847 .6533511 -0.21 0.833 -1.418629 1.14246 ti | D1. | .0153158 .0027178 5.64 0.000 .0099889 .0206426 _cons | -.0487413 .025578 -1.91 0.057 -.0988733 .0013907 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -19.47 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 = 0.4712 Arellano-Bond dynamic panel-data estimation Number of obs = 763 Group variable (i): cod_mun Number of groups = 318 Wald chi2(8) = 83.35 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. | .2502712 .1278488 1.96 0.050 -.0003078 .5008501 logdpl_pc | D1. | -1.429032 1.36568 -1.05 0.295 -4.105715 1.247651 lonbi | D1. | -.3441057 1.399199 -0.25 0.806 -3.086485 2.398274 lopopulat | D1. | 1.499092 2.551646 0.59 0.557 -3.502043 6.500226 logastos2 | D1. | .4735058 .2657538 1.78 0.075 -.047362 .9943736 delec | D1. | -.3490152 .0631228 -5.53 0.000 -.4727336 -.2252967 lpibc | D1. | -6.745422 4.093007 -1.65 0.099 -14.76757 1.276724 ti | D1. | .060092 .0121872 4.93 0.000 .0362056 .0839785 _cons | .1158767 .1806872 0.64 0.521 -.2382638 .4700172 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -3.50 Pr > z = 0.0005 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.01 Pr > z = 0.3106 Arellano-Bond dynamic panel-data estimation Number of obs = 4807 Group variable (i): cod_mun Number of groups = 502 Wald chi2(8) = 138.32 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. | -.0308075 .0839532 -0.37 0.714 -.1953527 .1337376 logdpl_pc | D1. | 2.070486 1.364536 1.52 0.129 -.6039556 4.744928 lonbi | D1. | -.4510112 .8428874 -0.54 0.593 -2.10304 1.201018 lopopulat | D1. | 1.710062 .6630116 2.58 0.010 .4105833 3.009541 logastos2 | D1. | .2608267 .1848169 1.41 0.158 -.1014078 .6230612 delec | D1. | .1535239 .0344964 4.45 0.000 .0859123 .2211356 lpibc | D1. | -7.179422 1.277632 -5.62 0.000 -9.683534 -4.675309 ti | D1. | .0427199 .004859 8.79 0.000 .0331964 .0522433 _cons | .1071394 .0649781 1.65 0.099 -.0202153 .234494 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -2.62 Pr > z = 0.0087 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -1.53 Pr > z = 0.1248 Arellano-Bond dynamic panel-data estimation Number of obs = 10489 Group variable (i): cod_mun Number of groups = 1024 Wald chi2(8) = 2801.01 Time variable (t): year Obs per group: min = 1 avg = 10.24316 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.loinvers2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- loinvers2 | LD. | .1567507 .0147149 10.65 0.000 .1279102 .1855913 logdpl_pc | D1. | .9434654 .1740459 5.42 0.000 .6023417 1.284589 lonbi | D1. | .3750204 .0949518 3.95 0.000 .1889184 .5611225 lopopulat | D1. | .2464969 .1059635 2.33 0.020 .0388123 .4541814 logastos2 | D1. | 1.39313 .046 30.29 0.000 1.302971 1.483288 delec | D1. | .0518486 .0088776 5.84 0.000 .0344488 .0692485 lpibc | D1. | -.8909307 .202262 -4.40 0.000 -1.287357 -.4945044 ti | D1. | .0006424 .0010578 0.61 0.544 -.0014308 .0027156 _cons | .0167964 .0070981 2.37 0.018 .0028844 .0307084 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -10.59 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 = 0.6229 Arellano-Bond dynamic panel-data estimation Number of obs = 2861 Group variable (i): cod_mun Number of groups = 617 Wald chi2(8) = 367.12 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. | .0687135 .0301567 2.28 0.023 .0096075 .1278195 logdpl_pc | D1. | 1.443323 .4390137 3.29 0.001 .5828718 2.303774 lonbi | D1. | -.3960646 .31771 -1.25 0.213 -1.018765 .2266356 lopopulat | D1. | 2.80673 .8150874 3.44 0.001 1.209188 4.404272 logastos2 | D1. | 1.590807 .129619 12.27 0.000 1.336758 1.844855 delec | D1. | -.0090262 .0251626 -0.36 0.720 -.0583441 .0402916 lpibc | D1. | -3.449481 .7068341 -4.88 0.000 -4.834851 -2.064112 ti | D1. | -.0243821 .0031418 -7.76 0.000 -.0305399 -.0182242 _cons | -.1247531 .0286974 -4.35 0.000 -.180999 -.0685072 ------------------------------------------------------------------------------ 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 = -1.14 Pr > z = 0.2554 Arellano-Bond dynamic panel-data estimation Number of obs = 3734 Group variable (i): cod_mun Number of groups = 862 Wald chi2(8) = 493.20 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. | .0894879 .0273074 3.28 0.001 .0359664 .1430094 logdpl_pc | D1. | 1.445812 .4319143 3.35 0.001 .5992752 2.292348 lonbi | D1. | -.6325085 .3046232 -2.08 0.038 -1.229559 -.035458 lopopulat | D1. | 2.660093 .7734637 3.44 0.001 1.144132 4.176054 logastos2 | D1. | 1.705513 .1205541 14.15 0.000 1.469231 1.941794 delec | D1. | -.035149 .0230345 -1.53 0.127 -.0802958 .0099978 lpibc | D1. | -3.060442 .6532399 -4.69 0.000 -4.340769 -1.780115 ti | D1. | -.0259688 .0029132 -8.91 0.000 -.0316786 -.0202591 _cons | -.1557394 .0250406 -6.22 0.000 -.2048181 -.1066607 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -11.21 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -2.00 Pr > z = 0.0455 Arellano-Bond dynamic panel-data estimation Number of obs = 2986 Group variable (i): cod_mun Number of groups = 655 Wald chi2(8) = 355.19 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. | .1438586 .0277863 5.18 0.000 .0893985 .1983187 logdpl_pc | D1. | .1101038 .4786477 0.23 0.818 -.8280286 1.048236 lonbi | D1. | -.3272783 .297795 -1.10 0.272 -.9109456 .2563891 lopopulat | D1. | .4848924 .8855523 0.55 0.584 -1.250758 2.220543 logastos2 | D1. | 1.370774 .1195736 11.46 0.000 1.136414 1.605134 delec | D1. | .0476031 .0261976 1.82 0.069 -.0037432 .0989495 lpibc | D1. | 1.296473 .6405725 2.02 0.043 .0409734 2.551972 ti | D1. | -.0141013 .0027892 -5.06 0.000 -.019568 -.0086346 _cons | -.1416827 .0261098 -5.43 0.000 -.1928569 -.0905084 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.02 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 = 0.4776 Arellano-Bond dynamic panel-data estimation Number of obs = 1971 Group variable (i): cod_mun Number of groups = 583 Wald chi2(8) = 117.74 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. | .0965942 .0329311 2.93 0.003 .0320505 .1611378 logdpl_pc | D1. | .0227825 1.049121 0.02 0.983 -2.033458 2.079023 lonbi | D1. | -.5668649 .8404165 -0.67 0.500 -2.214051 1.080321 lopopulat | D1. | 1.320361 1.489201 0.89 0.375 -1.598419 4.23914 logastos2 | D1. | 1.406209 .2651791 5.30 0.000 .8864676 1.92595 delec | D1. | .11292 .0539082 2.09 0.036 .0072619 .2185781 lpibc | D1. | 1.954679 1.56478 1.25 0.212 -1.112233 5.021592 ti | D1. | -.01568 .0067973 -2.31 0.021 -.0290026 -.0023575 _cons | -.2816428 .0523034 -5.38 0.000 -.3841556 -.1791301 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.03 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 = 0.0773 Arellano-Bond dynamic panel-data estimation Number of obs = 3778 Group variable (i): cod_mun Number of groups = 862 Wald chi2(8) = 987.68 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. | .0869453 .0249676 3.48 0.000 .0380097 .1358808 logdpl_pc | D1. | -.4069358 .3582724 -1.14 0.256 -1.109137 .2952652 lonbi | D1. | .0942134 .2316267 0.41 0.684 -.3597666 .5481933 lopopulat | D1. | .4144633 .6161949 0.67 0.501 -.7932564 1.622183 logastos2 | D1. | 1.184972 .0859135 13.79 0.000 1.016584 1.353359 delec | D1. | .0275229 .0180099 1.53 0.126 -.007776 .0628217 lpibc | D1. | 2.887685 .4674458 6.18 0.000 1.971508 3.803862 ti | D1. | .0125383 .0023209 5.40 0.000 .0079894 .0170872 _cons | .0083141 .0171055 0.49 0.627 -.0252121 .0418402 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -6.73 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 0.77 Pr > z = 0.4435 Arellano-Bond dynamic panel-data estimation Number of obs = 3485 Group variable (i): cod_mun Number of groups = 836 Wald chi2(8) = 688.78 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. | .1174938 .0257233 4.57 0.000 .067077 .1679105 logdpl_pc | D1. | -2.780023 .5436957 -5.11 0.000 -3.845647 -1.714398 lonbi | D1. | .8881146 .2597203 3.42 0.001 .3790722 1.397157 lopopulat | D1. | -2.009949 .869594 -2.31 0.021 -3.714322 -.3055766 logastos2 | D1. | 1.224032 .1121195 10.92 0.000 1.004282 1.443782 delec | D1. | .113733 .0294397 3.86 0.000 .0560321 .1714338 lpibc | D1. | 3.336113 .7546979 4.42 0.000 1.856933 4.815294 ti | D1. | .0346135 .0037116 9.33 0.000 .0273388 .0418882 _cons | .2380578 .0245781 9.69 0.000 .1898855 .2862301 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.69 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -0.02 Pr > z = 0.9820 Arellano-Bond dynamic panel-data estimation Number of obs = 5554 Group variable (i): cod_mun Number of groups = 873 Wald chi2(8) = 261.91 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. | .1462129 .0254977 5.73 0.000 .0962383 .1961875 logdpl_pc | D1. | -.8088954 .5912204 -1.37 0.171 -1.967666 .3498752 lonbi | D1. | -.1183029 .3337594 -0.35 0.723 -.7724593 .5358534 lopopulat | D1. | .1164641 .5122423 0.23 0.820 -.8875123 1.120441 logastos2 | D1. | .1321344 .1313833 1.01 0.315 -.1253721 .3896409 delec | D1. | -.1047283 .0219241 -4.78 0.000 -.1476987 -.0617578 lpibc | D1. | 4.233935 .7293313 5.81 0.000 2.804472 5.663398 ti | D1. | .010881 .003245 3.35 0.001 .0045209 .0172411 _cons | -.0418268 .0236521 -1.77 0.077 -.088184 .0045304 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -11.59 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 2.57 Pr > z = 0.0100 Arellano-Bond dynamic panel-data estimation Number of obs = 1232 Group variable (i): cod_mun Number of groups = 605 Wald chi2(8) = 370.27 Time variable (t): year Obs per group: min = 1 avg = 2.036364 max = 4 One-step results ------------------------------------------------------------------------------ | Robust D.lopersnom2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lopersnom2 | LD. | -.1117636 .198965 -0.56 0.574 -.5017278 .2782006 logdpl_pc | D1. | .9942106 .8936627 1.11 0.266 -.7573361 2.745757 lonbi | D1. | -.4774932 .2980025 -1.60 0.109 -1.061567 .1065809 lopopulat | D1. | 1.332873 1.525091 0.87 0.382 -1.65625 4.321996 logastos2 | D1. | -.0089313 .4592124 -0.02 0.984 -.9089712 .8911085 delec | D1. | -3.592498 2.092733 -1.72 0.086 -7.69418 .5091834 lpibc | D1. | 66.18557 41.14704 1.61 0.108 -14.46115 146.8323 ti | D1. | -.6851394 .3789698 -1.81 0.071 -1.427907 .0576279 _cons | -4.521055 2.438852 -1.85 0.064 -9.301116 .2590071 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -1.72 Pr > z = 0.0855 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -2.49 Pr > z = 0.0128 Arellano-Bond dynamic panel-data estimation Number of obs = 11100 Group variable (i): cod_mun Number of groups = 1027 Wald chi2(10) = 889.93 Time variable (t): year Obs per group: min = 1 avg = 10.80818 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.logfunci2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- logfunci2 | LD. | .1502837 .0328255 4.58 0.000 .085947 .2146205 logdpl_pc | D1. | -.2317216 .1037148 -2.23 0.025 -.4349989 -.0284443 lonbi | D1. | -.1543439 .062198 -2.48 0.013 -.2762497 -.0324381 lopopulat | D1. | .2398038 .0636503 3.77 0.000 .1150515 .364556 deficit | D1. | 1.72e-09 1.30e-09 1.33 0.184 -8.22e-10 4.27e-09 logastos2 | D1. | .4741228 .0527126 8.99 0.000 .370808 .5774376 delec | D1. | -.0015767 .0047787 -0.33 0.741 -.0109428 .0077894 fisdept | D1. | .6806332 .1198636 5.68 0.000 .4457047 .9155616 lpibc | D1. | .3566631 .1964352 1.82 0.069 -.0283428 .741669 ti | D1. | .0017949 .0007502 2.39 0.017 .0003246 .0032651 _cons | -.0348208 .0062578 -5.56 0.000 -.0470859 -.0225557 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -11.28 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 = 0.1823 Arellano-Bond dynamic panel-data estimation Number of obs = 10837 Group variable (i): cod_mun Number of groups = 1025 Wald chi2(10) = 998.67 Time variable (t): year Obs per group: min = 1 avg = 10.57268 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.loggener2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- loggener2 | LD. | .1692155 .0176616 9.58 0.000 .1345993 .2038317 logdpl_pc | D1. | -1.082499 .189139 -5.72 0.000 -1.453205 -.7117938 lonbi | D1. | -.1901508 .1089237 -1.75 0.081 -.4036374 .0233358 lopopulat | D1. | .1616077 .1376537 1.17 0.240 -.1081885 .4314039 deficit | D1. | 5.84e-10 8.67e-10 0.67 0.501 -1.12e-09 2.28e-09 logastos2 | D1. | .7427537 .0550292 13.50 0.000 .6348984 .8506089 delec | D1. | -.0202943 .009293 -2.18 0.029 -.0385082 -.0020804 fisdept | D1. | 1.655941 .2065706 8.02 0.000 1.25107 2.060812 lpibc | D1. | 1.345907 .288737 4.66 0.000 .7799931 1.911821 ti | D1. | .0003423 .0013491 0.25 0.800 -.0023019 .0029864 _cons | -.1252733 .0101841 -12.30 0.000 -.1452339 -.1053128 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -21.01 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 2.41 Pr > z = 0.0157 Arellano-Bond dynamic panel-data estimation Number of obs = 10943 Group variable (i): cod_mun Number of groups = 1026 Wald chi2(10) = 567.96 Time variable (t): year Obs per group: min = 1 avg = 10.66569 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.logperso2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- logperso2 | LD. | .264149 .0485802 5.44 0.000 .1689335 .3593645 logdpl_pc | D1. | .2302392 .1132778 2.03 0.042 .0082187 .4522596 lonbi | D1. | -.303934 .0633702 -4.80 0.000 -.4281372 -.1797308 lopopulat | D1. | .2213945 .0639664 3.46 0.001 .0960226 .3467664 deficit | D1. | 1.90e-10 6.13e-10 0.31 0.757 -1.01e-09 1.39e-09 logastos2 | D1. | .3260611 .0715219 4.56 0.000 .1858806 .4662415 delec | D1. | .0137958 .0062434 2.21 0.027 .001559 .0260327 fisdept | D1. | 1.023545 .1290032 7.93 0.000 .7707037 1.276387 lpibc | D1. | .076985 .2818354 0.27 0.785 -.4754022 .6293722 ti | D1. | -.001929 .0010018 -1.93 0.054 -.0038925 .0000345 _cons | -.0100203 .0068357 -1.47 0.143 -.0234181 .0033775 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.46 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.40 Pr > z = 0.1611 Arellano-Bond dynamic panel-data estimation Number of obs = 1201 Group variable (i): cod_mun Number of groups = 589 Wald chi2(9) = 624.24 Time variable (t): year Obs per group: min = 1 avg = 2.039049 max = 4 One-step results ------------------------------------------------------------------------------ | Robust D. | lopersinel2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lopersinel2 | LD. | .1963327 .0664782 2.95 0.003 .0660379 .3266275 logdpl_pc | D1. | 2.958618 .7993171 3.70 0.000 1.391985 4.52525 lonbi | D1. | .1563399 .3322526 0.47 0.638 -.4948632 .807543 lopopulat | D1. | 1.145379 1.332508 0.86 0.390 -1.466289 3.757047 deficit | D1. | 7.37e-10 9.40e-10 0.78 0.433 -1.11e-09 2.58e-09 logastos2 | D1. | .6018657 .2173154 2.77 0.006 .1759353 1.027796 delec | D1. | -.1862369 .0590266 -3.16 0.002 -.3019269 -.0705469 fisdept | D1. | -31.3374 3.38463 -9.26 0.000 -37.97116 -24.70365 lpibc | D1. | (dropped) ti | D1. | .1809155 .0139152 13.00 0.000 .1536421 .2081888 _cons | 1.141805 .0967342 11.80 0.000 .9522098 1.331401 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -6.41 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -0.75 Pr > z = 0.4517 Arellano-Bond dynamic panel-data estimation Number of obs = 9627 Group variable (i): cod_mun Number of groups = 1015 Wald chi2(10) = 214.37 Time variable (t): year Obs per group: min = 1 avg = 9.484729 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.lotransf2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lotransf2 | LD. | .1752412 .0204553 8.57 0.000 .1351495 .215333 logdpl_pc | D1. | -.1841342 .3840629 -0.48 0.632 -.9368836 .5686152 lonbi | D1. | .2392375 .2033663 1.18 0.239 -.1593531 .6378281 lopopulat | D1. | .9306322 .2361618 3.94 0.000 .4677636 1.393501 deficit | D1. | 3.40e-10 1.19e-09 0.28 0.776 -2.00e-09 2.68e-09 logastos2 | D1. | .4386085 .0899928 4.87 0.000 .2622259 .6149911 delec | D1. | -.036712 .017498 -2.10 0.036 -.0710074 -.0024166 fisdept | D1. | -1.741691 .4051952 -4.30 0.000 -2.535859 -.9475227 lpibc | D1. | -.7607787 .7177371 -1.06 0.289 -2.167517 .6459602 ti | D1. | .0186139 .0028254 6.59 0.000 .0130761 .0241516 _cons | -.0129922 .0290701 -0.45 0.655 -.0699686 .0439841 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -19.55 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.09 Pr > z = 0.2746 Arellano-Bond dynamic panel-data estimation Number of obs = 763 Group variable (i): cod_mun Number of groups = 318 Wald chi2(10) = 89.98 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. | .2268902 .1321623 1.72 0.086 -.0321432 .4859236 logdpl_pc | D1. | -1.058267 1.252688 -0.84 0.398 -3.51349 1.396955 lonbi | D1. | -.387415 1.317095 -0.29 0.769 -2.968874 2.194043 lopopulat | D1. | 2.072736 2.454579 0.84 0.398 -2.73815 6.883622 deficit | D1. | -5.83e-09 9.09e-09 -0.64 0.521 -2.36e-08 1.20e-08 logastos2 | D1. | .5838497 .2873765 2.03 0.042 .0206021 1.147097 delec | D1. | -.4351652 .0742205 -5.86 0.000 -.5806346 -.2896957 fisdept | D1. | -13.42891 4.142815 -3.24 0.001 -21.54868 -5.309145 lpibc | D1. | -16.81476 6.654584 -2.53 0.012 -29.85751 -3.772019 ti | D1. | .0576571 .0115949 4.97 0.000 .0349315 .0803828 _cons | .461411 .2591889 1.78 0.075 -.0465899 .9694118 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -3.42 Pr > z = 0.0006 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.84 Pr > z = 0.0656 Arellano-Bond dynamic panel-data estimation Number of obs = 4807 Group variable (i): cod_mun Number of groups = 502 Wald chi2(10) = 138.29 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. | -.0403558 .0839945 -0.48 0.631 -.2049819 .1242703 logdpl_pc | D1. | 2.034179 1.33418 1.52 0.127 -.5807645 4.649123 lonbi | D1. | -.4645341 .8372474 -0.55 0.579 -2.105509 1.176441 lopopulat | D1. | 1.765101 .655739 2.69 0.007 .4798763 3.050326 deficit | D1. | 4.01e-08 2.89e-08 1.39 0.164 -1.65e-08 9.67e-08 logastos2 | D1. | .332677 .1746556 1.90 0.057 -.0096416 .6749956 delec | D1. | .1470443 .0347062 4.24 0.000 .0790213 .2150673 fisdept | D1. | .0793236 .9534114 0.08 0.934 -1.789328 1.947976 lpibc | D1. | -7.336976 1.407116 -5.21 0.000 -10.09487 -4.57908 ti | D1. | .0439691 .00536 8.20 0.000 .0334638 .0544744 _cons | .0988207 .0726616 1.36 0.174 -.0435935 .2412348 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -2.59 Pr > z = 0.0096 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -1.51 Pr > z = 0.1322 Arellano-Bond dynamic panel-data estimation Number of obs = 10489 Group variable (i): cod_mun Number of groups = 1024 Wald chi2(10) = 2967.94 Time variable (t): year Obs per group: min = 1 avg = 10.24316 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.loinvers2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- loinvers2 | LD. | .1430512 .0148296 9.65 0.000 .1139857 .1721166 logdpl_pc | D1. | .876042 .1714484 5.11 0.000 .5400093 1.212075 lonbi | D1. | .3657091 .0938707 3.90 0.000 .1817259 .5496922 lopopulat | D1. | .0441181 .108753 0.41 0.685 -.1690339 .2572701 deficit | D1. | -3.19e-09 2.80e-09 -1.14 0.255 -8.68e-09 2.30e-09 logastos2 | D1. | 1.381251 .0446101 30.96 0.000 1.293816 1.468685 delec | D1. | .0660789 .0090245 7.32 0.000 .0483913 .0837666 fisdept | D1. | 1.867626 .1938058 9.64 0.000 1.487773 2.247478 lpibc | D1. | -.4380761 .203513 -2.15 0.031 -.8369543 -.039198 ti | D1. | -.0023862 .0009577 -2.49 0.013 -.0042633 -.0005091 _cons | -.0087615 .0072135 -1.21 0.225 -.0228997 .0053767 ------------------------------------------------------------------------------ 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 = -0.84 Pr > z = 0.4014 Arellano-Bond dynamic panel-data estimation Number of obs = 2861 Group variable (i): cod_mun Number of groups = 617 Wald chi2(10) = 438.08 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. | .058938 .0305614 1.93 0.054 -.0009612 .1188372 logdpl_pc | D1. | .8605487 .4424773 1.94 0.052 -.0066909 1.727788 lonbi | D1. | -.4344961 .3158094 -1.38 0.169 -1.053471 .184479 lopopulat | D1. | 2.55429 .8197316 3.12 0.002 .9476451 4.160934 deficit | D1. | -3.89e-09 1.96e-09 -1.98 0.047 -7.74e-09 -4.70e-11 logastos2 | D1. | 1.729649 .1259282 13.74 0.000 1.482835 1.976464 delec | D1. | .0199718 .0254532 0.78 0.433 -.0299155 .0698592 fisdept | D1. | 4.228127 .7917239 5.34 0.000 2.676377 5.779878 lpibc | D1. | -2.308524 .7396886 -3.12 0.002 -3.758287 -.8587614 ti | D1. | -.027769 .0031847 -8.72 0.000 -.0340109 -.021527 _cons | -.1824154 .0297438 -6.13 0.000 -.2407122 -.1241186 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.59 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -1.09 Pr > z = 0.2751 Arellano-Bond dynamic panel-data estimation Number of obs = 3734 Group variable (i): cod_mun Number of groups = 862 Wald chi2(10) = 560.07 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. | .0712461 .0272584 2.61 0.009 .0178206 .1246716 logdpl_pc | D1. | .800461 .4272106 1.87 0.061 -.0368564 1.637778 lonbi | D1. | -.6524787 .3003593 -2.17 0.030 -1.241172 -.0637853 lopopulat | D1. | 2.36208 .7797341 3.03 0.002 .8338291 3.89033 deficit | D1. | -6.14e-09 4.17e-09 -1.47 0.141 -1.43e-08 2.04e-09 logastos2 | D1. | 1.83165 .1173515 15.61 0.000 1.601645 2.061655 delec | D1. | .0029184 .0234045 0.12 0.901 -.0429535 .0487903 fisdept | D1. | 4.721024 .7675207 6.15 0.000 3.216711 6.225337 lpibc | D1. | -1.720733 .6752874 -2.55 0.011 -3.044272 -.397194 ti | D1. | -.0291682 .0029087 -10.03 0.000 -.0348692 -.0234673 _cons | -.2164227 .0263011 -8.23 0.000 -.267972 -.1648735 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -10.99 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -1.96 Pr > z = 0.0501 Arellano-Bond dynamic panel-data estimation Number of obs = 2986 Group variable (i): cod_mun Number of groups = 655 Wald chi2(10) = 351.90 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. | .1349752 .0285166 4.73 0.000 .0790837 .1908666 logdpl_pc | D1. | -.0864376 .4816821 -0.18 0.858 -1.030517 .857642 lonbi | D1. | -.3039868 .2927338 -1.04 0.299 -.8777345 .2697609 lopopulat | D1. | .2353257 .7578408 0.31 0.756 -1.250015 1.720666 deficit | D1. | -1.53e-09 3.01e-09 -0.51 0.611 -7.42e-09 4.36e-09 logastos2 | D1. | 1.385008 .11589 11.95 0.000 1.157867 1.612148 delec | D1. | .0474807 .0255444 1.86 0.063 -.0025854 .0975469 fisdept | D1. | .1654395 .7678025 0.22 0.829 -1.339426 1.670305 lpibc | D1. | 1.486294 .6841452 2.17 0.030 .1453942 2.827194 ti | D1. | -.0145529 .0028883 -5.04 0.000 -.0202139 -.0088919 _cons | -.1435374 .0275541 -5.21 0.000 -.1975425 -.0895323 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.19 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 0.62 Pr > z = 0.5373 Arellano-Bond dynamic panel-data estimation Number of obs = 1971 Group variable (i): cod_mun Number of groups = 583 Wald chi2(10) = 143.63 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. | .0910427 .032437 2.81 0.005 .0274673 .1546181 logdpl_pc | D1. | -.6425929 1.016472 -0.63 0.527 -2.634841 1.349655 lonbi | D1. | -.6689387 .8249325 -0.81 0.417 -2.285777 .9478994 lopopulat | D1. | 1.085927 1.483425 0.73 0.464 -1.821532 3.993386 deficit | D1. | 2.88e-10 4.96e-09 0.06 0.954 -9.44e-09 1.00e-08 logastos2 | D1. | 1.686884 .2659516 6.34 0.000 1.165629 2.20814 delec | D1. | .1611776 .0549415 2.93 0.003 .0534942 .268861 fisdept | D1. | 6.438832 1.566073 4.11 0.000 3.369385 9.50828 lpibc | D1. | 3.13579 1.585627 1.98 0.048 .0280188 6.243562 ti | D1. | -.0204265 .0069406 -2.94 0.003 -.0340299 -.0068231 _cons | -.3665606 .0556824 -6.58 0.000 -.475696 -.2574252 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.01 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 = 0.0772 Arellano-Bond dynamic panel-data estimation Number of obs = 3778 Group variable (i): cod_mun Number of groups = 862 Wald chi2(10) = 1048.71 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. | .0750711 .0245433 3.06 0.002 .0269671 .1231751 logdpl_pc | D1. | -.059793 .3619181 -0.17 0.869 -.7691394 .6495534 lonbi | D1. | .0865499 .2265122 0.38 0.702 -.3574057 .5305056 lopopulat | D1. | .6144636 .6295895 0.98 0.329 -.6195093 1.848436 deficit | D1. | -5.68e-09 3.32e-09 -1.71 0.087 -1.22e-08 8.24e-10 logastos2 | D1. | 1.076982 .0882077 12.21 0.000 .9040984 1.249866 delec | D1. | .001987 .0169249 0.12 0.907 -.0311851 .0351591 fisdept | D1. | -3.6015 .4645242 -7.75 0.000 -4.51195 -2.691049 lpibc | D1. | 2.078076 .4477467 4.64 0.000 1.200508 2.955643 ti | D1. | .0149816 .0023602 6.35 0.000 .0103556 .0196076 _cons | .0560881 .0180209 3.11 0.002 .0207679 .0914083 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -6.56 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 0.82 Pr > z = 0.4141 Arellano-Bond dynamic panel-data estimation Number of obs = 3485 Group variable (i): cod_mun Number of groups = 836 Wald chi2(10) = 773.24 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. | .0806816 .0254457 3.17 0.002 .030809 .1305542 logdpl_pc | D1. | -1.860944 .5300805 -3.51 0.000 -2.899883 -.8220054 lonbi | D1. | .9317024 .2488341 3.74 0.000 .4439964 1.419408 lopopulat | D1. | -1.539208 .8368158 -1.84 0.066 -3.179337 .1009204 deficit | D1. | -5.87e-09 5.01e-09 -1.17 0.242 -1.57e-08 3.95e-09 logastos2 | D1. | .9786615 .1136258 8.61 0.000 .755959 1.201364 delec | D1. | .0685276 .0279876 2.45 0.014 .0136729 .1233823 fisdept | D1. | -7.730555 .6570644 -11.77 0.000 -9.018377 -6.442732 lpibc | D1. | 1.74398 .7182867 2.43 0.015 .3361638 3.151796 ti | D1. | .0417431 .0038001 10.98 0.000 .0342951 .0491911 _cons | .3566876 .0266204 13.40 0.000 .3045125 .4088626 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.41 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 0.45 Pr > z = 0.6544 Arellano-Bond dynamic panel-data estimation Number of obs = 5554 Group variable (i): cod_mun Number of groups = 873 Wald chi2(10) = 277.17 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. | .1440332 .0256105 5.62 0.000 .0938376 .1942288 logdpl_pc | D1. | -.9162443 .588941 -1.56 0.120 -2.070547 .2380589 lonbi | D1. | -.0990553 .3334419 -0.30 0.766 -.7525894 .5544787 lopopulat | D1. | .7306321 .5328881 1.37 0.170 -.3138095 1.775074 deficit | D1. | 1.82e-09 3.33e-09 0.55 0.586 -4.72e-09 8.35e-09 logastos2 | D1. | .1249082 .1334885 0.94 0.349 -.1367246 .3865409 delec | D1. | -.1216178 .0221708 -5.49 0.000 -.1650718 -.0781637 fisdept | D1. | -2.534794 .6597876 -3.84 0.000 -3.827953 -1.241634 lpibc | D1. | 3.834753 .7153453 5.36 0.000 2.432702 5.236804 ti | D1. | .0142676 .0033933 4.20 0.000 .0076169 .0209183 _cons | -.0163514 .0244534 -0.67 0.504 -.0642792 .0315764 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -11.52 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 2.63 Pr > z = 0.0086 Arellano-Bond dynamic panel-data estimation Number of obs = 1232 Group variable (i): cod_mun Number of groups = 605 Wald chi2(10) = 689.86 Time variable (t): year Obs per group: min = 1 avg = 2.036364 max = 4 One-step results ------------------------------------------------------------------------------ | Robust D.lopersnom2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lopersnom2 | LD. | .0152421 .1120111 0.14 0.892 -.2042957 .2347799 logdpl_pc | D1. | .6621453 .6377239 1.04 0.299 -.5877707 1.912061 lonbi | D1. | -.6938282 .2569333 -2.70 0.007 -1.197408 -.1902483 lopopulat | D1. | -.6706013 1.073417 -0.62 0.532 -2.774459 1.433257 deficit | D1. | -1.25e-09 8.45e-10 -1.47 0.140 -2.90e-09 4.10e-10 logastos2 | D1. | .6439435 .167093 3.85 0.000 .3164473 .9714397 delec | D1. | 1.979055 .0937668 21.11 0.000 1.795275 2.162834 fisdept | D1. | 70.26381 3.359278 20.92 0.000 63.67974 76.84787 lpibc | D1. | -41.01489 1.758604 -23.32 0.000 -44.46169 -37.56809 ti | D1. | -.0284575 .0048161 -5.91 0.000 -.0378969 -.0190181 _cons | -.3015287 .0373488 -8.07 0.000 -.374731 -.2283264 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -3.49 Pr > z = 0.0005 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -2.29 Pr > z = 0.0221 Arellano-Bond dynamic panel-data estimation Number of obs = 11100 Group variable (i): cod_mun Number of groups = 1027 Wald chi2(10) = 887.26 Time variable (t): year Obs per group: min = 1 avg = 10.80818 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.logfunci2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- logfunci2 | LD. | .1505268 .0328028 4.59 0.000 .0862345 .214819 logdpl_pc | D1. | -.2370739 .1039216 -2.28 0.023 -.4407565 -.0333913 lonbi | D1. | -.1555229 .0622399 -2.50 0.012 -.2775109 -.0335349 lopopulat | D1. | .242254 .0636541 3.81 0.000 .1174942 .3670138 debt_84 | D1. | 1.07e-09 6.17e-10 1.74 0.083 -1.39e-10 2.28e-09 logastos2 | D1. | .4728038 .0527255 8.97 0.000 .3694637 .5761438 delec | D1. | -.0014908 .0047795 -0.31 0.755 -.0108583 .0078768 fisdept | D1. | .6773183 .1195552 5.67 0.000 .4429944 .9116421 lpibc | D1. | .3533163 .1961327 1.80 0.072 -.0310968 .7377294 ti | D1. | .0018059 .0007497 2.41 0.016 .0003366 .0032753 _cons | -.0344473 .0062289 -5.53 0.000 -.0466557 -.0222389 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -11.27 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.34 Pr > z = 0.1815 Arellano-Bond dynamic panel-data estimation Number of obs = 10837 Group variable (i): cod_mun Number of groups = 1025 Wald chi2(10) = 998.47 Time variable (t): year Obs per group: min = 1 avg = 10.57268 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.loggener2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- loggener2 | LD. | .1695881 .0176984 9.58 0.000 .1348999 .2042763 logdpl_pc | D1. | -1.088665 .189643 -5.74 0.000 -1.460358 -.7169711 lonbi | D1. | -.1897066 .108863 -1.74 0.081 -.4030742 .0236611 lopopulat | D1. | .1626008 .1374609 1.18 0.237 -.1068176 .4320192 debt_84 | D1. | 3.43e-10 7.36e-10 0.47 0.641 -1.10e-09 1.79e-09 logastos2 | D1. | .7404024 .0551428 13.43 0.000 .6323245 .8484804 delec | D1. | -.0202136 .009295 -2.17 0.030 -.0384314 -.0019958 fisdept | D1. | 1.653025 .206368 8.01 0.000 1.248551 2.057498 lpibc | D1. | 1.347178 .2883385 4.67 0.000 .7820447 1.912311 ti | D1. | .0003344 .0013482 0.25 0.804 -.002308 .0029768 _cons | -.1248629 .0101648 -12.28 0.000 -.1447856 -.1049403 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -21.02 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 = 10943 Group variable (i): cod_mun Number of groups = 1026 Wald chi2(10) = 572.08 Time variable (t): year Obs per group: min = 1 avg = 10.66569 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.logperso2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- logperso2 | LD. | .2655355 .0482976 5.50 0.000 .1708739 .360197 logdpl_pc | D1. | .2279671 .113571 2.01 0.045 .005372 .4505622 lonbi | D1. | -.307991 .0634772 -4.85 0.000 -.432404 -.1835781 lopopulat | D1. | .2245833 .0638765 3.52 0.000 .0993877 .3497789 debt_84 | D1. | 5.54e-10 8.98e-10 0.62 0.538 -1.21e-09 2.31e-09 logastos2 | D1. | .3227781 .0714453 4.52 0.000 .1827478 .4628084 delec | D1. | .0138605 .0062399 2.22 0.026 .0016304 .0260905 fisdept | D1. | 1.02183 .1287912 7.93 0.000 .769404 1.274256 lpibc | D1. | .0872696 .2808828 0.31 0.756 -.4632507 .6377899 ti | D1. | -.0019327 .0009999 -1.93 0.053 -.0038926 .0000271 _cons | -.0101203 .0068146 -1.49 0.138 -.0234766 .003236 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.49 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.44 Pr > z = 0.1507 Arellano-Bond dynamic panel-data estimation Number of obs = 1201 Group variable (i): cod_mun Number of groups = 589 Wald chi2(9) = 648.72 Time variable (t): year Obs per group: min = 1 avg = 2.039049 max = 4 One-step results ------------------------------------------------------------------------------ | Robust D. | lopersinel2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lopersinel2 | LD. | .203926 .0666658 3.06 0.002 .0732634 .3345886 logdpl_pc | D1. | 2.894907 .7917634 3.66 0.000 1.343079 4.446734 lonbi | D1. | .1597297 .3315995 0.48 0.630 -.4901934 .8096528 lopopulat | D1. | 1.090941 1.312003 0.83 0.406 -1.480538 3.66242 debt_84 | D1. | 1.76e-09 1.63e-09 1.08 0.282 -1.44e-09 4.95e-09 logastos2 | D1. | .5826339 .2155155 2.70 0.007 .1602312 1.005036 delec | D1. | -.1843112 .058621 -3.14 0.002 -.2992063 -.0694161 fisdept | D1. | -31.55496 3.378268 -9.34 0.000 -38.17624 -24.93368 lpibc | D1. | (dropped) ti | D1. | .1821718 .0139336 13.07 0.000 .1548624 .2094812 _cons | 1.151114 .0969152 11.88 0.000 .9611641 1.341065 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -6.44 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 = 0.4780 Arellano-Bond dynamic panel-data estimation Number of obs = 9627 Group variable (i): cod_mun Number of groups = 1015 Wald chi2(10) = 216.73 Time variable (t): year Obs per group: min = 1 avg = 9.484729 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.lotransf2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lotransf2 | LD. | .1758701 .0205155 8.57 0.000 .1356605 .2160797 logdpl_pc | D1. | -.1556892 .3843558 -0.41 0.685 -.9090128 .5976344 lonbi | D1. | .2435649 .2034144 1.20 0.231 -.1551199 .6422497 lopopulat | D1. | .9333262 .2366093 3.94 0.000 .4695805 1.397072 debt_84 | D1. | -8.42e-10 1.96e-09 -0.43 0.667 -4.68e-09 3.00e-09 logastos2 | D1. | .4476372 .0900751 4.97 0.000 .2710933 .6241811 delec | D1. | -.0369638 .0175288 -2.11 0.035 -.0713197 -.002608 fisdept | D1. | -1.740709 .4061849 -4.29 0.000 -2.536816 -.944601 lpibc | D1. | -.8069756 .7166774 -1.13 0.260 -2.211637 .5976863 ti | D1. | .0186162 .0028265 6.59 0.000 .0130764 .024156 _cons | -.0129909 .0291418 -0.45 0.656 -.0701078 .044126 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -19.52 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.10 Pr > z = 0.2698 Arellano-Bond dynamic panel-data estimation Number of obs = 763 Group variable (i): cod_mun Number of groups = 318 Wald chi2(10) = 88.51 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. | .2073723 .1178865 1.76 0.079 -.023681 .4384256 logdpl_pc | D1. | -1.095194 1.233041 -0.89 0.374 -3.51191 1.321521 lonbi | D1. | -.2256452 1.324983 -0.17 0.865 -2.822564 2.371274 lopopulat | D1. | 2.059328 2.441574 0.84 0.399 -2.726068 6.844724 debt_84 | D1. | -1.63e-08 2.06e-08 -0.79 0.429 -5.66e-08 2.41e-08 logastos2 | D1. | .430299 .2610151 1.65 0.099 -.0812811 .9418791 delec | D1. | -.4305798 .0729197 -5.90 0.000 -.5734998 -.2876598 fisdept | D1. | -13.01273 3.81705 -3.41 0.001 -20.49401 -5.531449 lpibc | D1. | -15.55967 5.886134 -2.64 0.008 -27.09628 -4.023058 ti | D1. | .0554223 .0114011 4.86 0.000 .0330765 .0777682 _cons | .4393412 .2334042 1.88 0.060 -.0181226 .896805 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -3.60 Pr > z = 0.0003 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.80 Pr > z = 0.0715 Arellano-Bond dynamic panel-data estimation Number of obs = 4807 Group variable (i): cod_mun Number of groups = 502 Wald chi2(10) = 131.84 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. | -.0388404 .0837864 -0.46 0.643 -.2030587 .1253779 logdpl_pc | D1. | 2.048833 1.3424 1.53 0.127 -.5822232 4.679889 lonbi | D1. | -.4996618 .8466368 -0.59 0.555 -2.159039 1.159716 lopopulat | D1. | 1.841709 .6647845 2.77 0.006 .5387553 3.144663 debt_84 | D1. | 3.36e-08 2.41e-08 1.40 0.162 -1.35e-08 8.08e-08 logastos2 | D1. | .2432746 .1715463 1.42 0.156 -.09295 .5794992 delec | D1. | .1519691 .0347703 4.37 0.000 .0838205 .2201177 fisdept | D1. | -.1159953 .9497009 -0.12 0.903 -1.977375 1.745384 lpibc | D1. | -7.316721 1.400576 -5.22 0.000 -10.0618 -4.571642 ti | D1. | .0432071 .005374 8.04 0.000 .0326743 .0537399 _cons | .1160239 .0710368 1.63 0.102 -.0232057 .2552534 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -2.60 Pr > z = 0.0094 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -1.56 Pr > z = 0.1185 Arellano-Bond dynamic panel-data estimation Number of obs = 10489 Group variable (i): cod_mun Number of groups = 1024 Wald chi2(10) = 2935.91 Time variable (t): year Obs per group: min = 1 avg = 10.24316 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.loinvers2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- loinvers2 | LD. | .1425991 .0148493 9.60 0.000 .113495 .1717032 logdpl_pc | D1. | .8877922 .1718151 5.17 0.000 .5510408 1.224543 lonbi | D1. | .3676824 .0940453 3.91 0.000 .183357 .5520078 lopopulat | D1. | .0407642 .1090284 0.37 0.708 -.1729275 .2544558 debt_84 | D1. | -2.08e-09 1.82e-09 -1.14 0.253 -5.64e-09 1.48e-09 logastos2 | D1. | 1.385994 .0445876 31.08 0.000 1.298604 1.473384 delec | D1. | .0657634 .0090116 7.30 0.000 .048101 .0834257 fisdept | D1. | 1.875696 .1940625 9.67 0.000 1.49534 2.256051 lpibc | D1. | -.4370917 .2031063 -2.15 0.031 -.8351727 -.0390106 ti | D1. | -.0023829 .0009588 -2.49 0.013 -.0042622 -.0005037 _cons | -.0096278 .0072404 -1.33 0.184 -.0238187 .0045632 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -10.40 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 = 0.3976 Arellano-Bond dynamic panel-data estimation Number of obs = 2861 Group variable (i): cod_mun Number of groups = 617 Wald chi2(10) = 444.99 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. | .05371 .0299424 1.79 0.073 -.004976 .1123961 logdpl_pc | D1. | .8649933 .4413531 1.96 0.050 -.0000429 1.730029 lonbi | D1. | -.4394129 .3155197 -1.39 0.164 -1.05782 .1789943 lopopulat | D1. | 2.446906 .8256334 2.96 0.003 .828694 4.065117 debt_84 | D1. | -3.57e-09 9.62e-10 -3.71 0.000 -5.45e-09 -1.68e-09 logastos2 | D1. | 1.723063 .124573 13.83 0.000 1.478904 1.967221 delec | D1. | .0199744 .025476 0.78 0.433 -.0299576 .0699063 fisdept | D1. | 4.211675 .7911883 5.32 0.000 2.660974 5.762376 lpibc | D1. | -2.227724 .7303238 -3.05 0.002 -3.659132 -.7963158 ti | D1. | -.0279008 .0031543 -8.85 0.000 -.0340832 -.0217184 _cons | -.1842353 .029837 -6.17 0.000 -.2427148 -.1257558 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.69 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 = 0.2317 Arellano-Bond dynamic panel-data estimation Number of obs = 3734 Group variable (i): cod_mun Number of groups = 862 Wald chi2(10) = 560.92 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. | .0680325 .0270008 2.52 0.012 .015112 .1209531 logdpl_pc | D1. | .8261828 .4299494 1.92 0.055 -.0165027 1.668868 lonbi | D1. | -.6775794 .2995639 -2.26 0.024 -1.264714 -.0904449 lopopulat | D1. | 2.198877 .7786359 2.82 0.005 .6727785 3.724975 debt_84 | D1. | -7.04e-09 3.58e-09 -1.97 0.049 -1.41e-08 -2.97e-11 logastos2 | D1. | 1.84669 .1171882 15.76 0.000 1.617005 2.076374 delec | D1. | .0010359 .0233908 0.04 0.965 -.0448092 .0468811 fisdept | D1. | 4.723057 .763778 6.18 0.000 3.22608 6.220034 lpibc | D1. | -1.686933 .6743572 -2.50 0.012 -3.008648 -.3652168 ti | D1. | -.0292255 .0029092 -10.05 0.000 -.0349274 -.0235235 _cons | -.2208485 .026462 -8.35 0.000 -.272713 -.1689839 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -11.03 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -2.02 Pr > z = 0.0438 Arellano-Bond dynamic panel-data estimation Number of obs = 2986 Group variable (i): cod_mun Number of groups = 655 Wald chi2(10) = 390.78 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. | .1190479 .0295524 4.03 0.000 .0611263 .1769695 logdpl_pc | D1. | -.0989456 .4561701 -0.22 0.828 -.9930225 .7951314 lonbi | D1. | -.3260025 .2997764 -1.09 0.277 -.9135536 .2615485 lopopulat | D1. | -.3115361 .7376548 -0.42 0.673 -1.757313 1.134241 debt_84 | D1. | -1.80e-08 3.00e-09 -5.98 0.000 -2.38e-08 -1.21e-08 logastos2 | D1. | 1.436463 .1155613 12.43 0.000 1.209966 1.662959 delec | D1. | .0388224 .0244918 1.59 0.113 -.0091807 .0868255 fisdept | D1. | .2666952 .7693379 0.35 0.729 -1.241179 1.77457 lpibc | D1. | 1.705933 .6646665 2.57 0.010 .4032103 3.008655 ti | D1. | -.0146088 .0029357 -4.98 0.000 -.0203627 -.0088549 _cons | -.1545678 .0282003 -5.48 0.000 -.2098395 -.0992962 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.17 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 0.15 Pr > z = 0.8804 Arellano-Bond dynamic panel-data estimation Number of obs = 1971 Group variable (i): cod_mun Number of groups = 583 Wald chi2(10) = 142.50 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. | .0893269 .0324306 2.75 0.006 .025764 .1528897 logdpl_pc | D1. | -.4946878 1.026219 -0.48 0.630 -2.50604 1.516664 lonbi | D1. | -.6018804 .8238839 -0.73 0.465 -2.216663 1.012902 lopopulat | D1. | 1.077831 1.491109 0.72 0.470 -1.844689 4.000352 debt_84 | D1. | -7.32e-10 1.77e-09 -0.41 0.679 -4.19e-09 2.73e-09 logastos2 | D1. | 1.61372 .2662011 6.06 0.000 1.091975 2.135464 delec | D1. | .1612427 .0546121 2.95 0.003 .054205 .2682805 fisdept | D1. | 6.287806 1.569476 4.01 0.000 3.211691 9.363922 lpibc | D1. | 3.226542 1.581706 2.04 0.041 .1264547 6.326629 ti | D1. | -.0209626 .0069567 -3.01 0.003 -.0345975 -.0073277 _cons | -.3611221 .055172 -6.55 0.000 -.4692572 -.252987 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.05 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 = 0.0710 Arellano-Bond dynamic panel-data estimation Number of obs = 3778 Group variable (i): cod_mun Number of groups = 862 Wald chi2(10) = 1057.18 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. | .0777816 .0246272 3.16 0.002 .0295132 .1260499 logdpl_pc | D1. | .0031717 .3684887 0.01 0.993 -.7190529 .7253963 lonbi | D1. | .0765174 .22591 0.34 0.735 -.3662581 .519293 lopopulat | D1. | .5049025 .6257634 0.81 0.420 -.7215713 1.731376 debt_84 | D1. | -5.06e-09 1.71e-09 -2.97 0.003 -8.40e-09 -1.72e-09 logastos2 | D1. | 1.09688 .0879623 12.47 0.000 .9244771 1.269283 delec | D1. | -.0002513 .0169638 -0.01 0.988 -.0334997 .032997 fisdept | D1. | -3.621768 .4625801 -7.83 0.000 -4.528409 -2.715128 lpibc | D1. | 2.028836 .4515717 4.49 0.000 1.143772 2.9139 ti | D1. | .0150082 .0023624 6.35 0.000 .010378 .0196385 _cons | .0532475 .017948 2.97 0.003 .01807 .0884249 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -6.58 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 0.91 Pr > z = 0.3614 Arellano-Bond dynamic panel-data estimation Number of obs = 3485 Group variable (i): cod_mun Number of groups = 836 Wald chi2(10) = 774.76 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. | .0810703 .0257401 3.15 0.002 .0306206 .1315199 logdpl_pc | D1. | -1.877065 .5344465 -3.51 0.000 -2.924561 -.8295686 lonbi | D1. | .9069782 .245959 3.69 0.000 .4249074 1.389049 lopopulat | D1. | -1.560622 .8502915 -1.84 0.066 -3.227163 .1059184 debt_84 | D1. | -1.55e-09 2.29e-09 -0.68 0.499 -6.03e-09 2.94e-09 logastos2 | D1. | .9951233 .11402 8.73 0.000 .7716482 1.218598 delec | D1. | .0674912 .0279692 2.41 0.016 .0126726 .1223098 fisdept | D1. | -7.734982 .6593373 -11.73 0.000 -9.027259 -6.442705 lpibc | D1. | 1.735752 .7160482 2.42 0.015 .3323237 3.139181 ti | D1. | .0418653 .0037954 11.03 0.000 .0344264 .0493042 _cons | .3539561 .0267167 13.25 0.000 .3015923 .4063199 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.39 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 0.45 Pr > z = 0.6550 Arellano-Bond dynamic panel-data estimation Number of obs = 5554 Group variable (i): cod_mun Number of groups = 873 Wald chi2(10) = 277.46 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. | .1448676 .0256852 5.64 0.000 .0945255 .1952097 logdpl_pc | D1. | -.9623261 .5839844 -1.65 0.099 -2.106915 .1822623 lonbi | D1. | -.096425 .3329484 -0.29 0.772 -.7489919 .5561419 lopopulat | D1. | .7294667 .5348839 1.36 0.173 -.3188865 1.77782 debt_84 | D1. | 8.85e-10 1.37e-09 0.64 0.519 -1.81e-09 3.58e-09 logastos2 | D1. | .1146744 .1316887 0.87 0.384 -.1434307 .3727796 delec | D1. | -.1213822 .0221824 -5.47 0.000 -.1648588 -.0779056 fisdept | D1. | -2.543949 .6606383 -3.85 0.000 -3.838776 -1.249122 lpibc | D1. | 3.866222 .7124621 5.43 0.000 2.469822 5.262622 ti | D1. | .0142187 .0033928 4.19 0.000 .0075689 .0208686 _cons | -.0156988 .0244983 -0.64 0.522 -.0637145 .032317 ------------------------------------------------------------------------------ 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 = 2.65 Pr > z = 0.0082 Arellano-Bond dynamic panel-data estimation Number of obs = 1232 Group variable (i): cod_mun Number of groups = 605 Wald chi2(10) = 722.55 Time variable (t): year Obs per group: min = 1 avg = 2.036364 max = 4 One-step results ------------------------------------------------------------------------------ | Robust D.lopersnom2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lopersnom2 | LD. | .0140397 .1146844 0.12 0.903 -.2107375 .238817 logdpl_pc | D1. | .6469025 .6413245 1.01 0.313 -.6100704 1.903875 lonbi | D1. | -.6986592 .2576869 -2.71 0.007 -1.203716 -.1936022 lopopulat | D1. | -.6643559 1.094749 -0.61 0.544 -2.810024 1.481312 debt_84 | D1. | -3.98e-09 1.30e-09 -3.06 0.002 -6.53e-09 -1.43e-09 logastos2 | D1. | .6300409 .1685881 3.74 0.000 .2996144 .9604675 delec | D1. | 1.966942 .092898 21.17 0.000 1.784865 2.149019 fisdept | D1. | 69.95682 3.324544 21.04 0.000 63.44083 76.4728 lpibc | D1. | -40.79791 1.74647 -23.36 0.000 -44.22093 -37.3749 ti | D1. | -.0288764 .0048258 -5.98 0.000 -.0383348 -.019418 _cons | -.3043769 .0373219 -8.16 0.000 -.3775265 -.2312274 ------------------------------------------------------------------------------ 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 = -2.11 Pr > z = 0.0350 Arellano-Bond dynamic panel-data estimation Number of obs = 7783 Group variable (i): cod_mun Number of groups = 989 Wald chi2(11) = 652.38 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. | .1067614 .0353604 3.02 0.003 .0374563 .1760664 logdpl_pc | D1. | -.1079174 .1263143 -0.85 0.393 -.3554888 .1396541 lonbi | D1. | -.3112088 .0665839 -4.67 0.000 -.4417109 -.1807066 lopopulat | D1. | .3440855 .0914288 3.76 0.000 .1648883 .5232827 deficit | D1. | 2.07e-09 1.45e-09 1.43 0.153 -7.70e-10 4.91e-09 logastos2 | D1. | .5336656 .0667254 8.00 0.000 .4028862 .664445 delec | D1. | -.0020472 .0057749 -0.35 0.723 -.0133658 .0092714 fisdept | D1. | .6383082 .1364738 4.68 0.000 .3708246 .9057919 lovgan_loc | D1. | .0674025 .0177153 3.80 0.000 .0326811 .1021238 lpibc | D1. | .1666729 .2499412 0.67 0.505 -.3232028 .6565486 ti | D1. | .0024296 .0009205 2.64 0.008 .0006256 .0042337 _cons | -.0410838 .0073714 -5.57 0.000 -.0555315 -.026636 ------------------------------------------------------------------------------ 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 = 1.16 Pr > z = 0.2455 Arellano-Bond dynamic panel-data estimation Number of obs = 7606 Group variable (i): cod_mun Number of groups = 984 Wald chi2(11) = 773.56 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. | .1639715 .0207262 7.91 0.000 .123349 .204594 logdpl_pc | D1. | -.6854734 .2279748 -3.01 0.003 -1.132296 -.238651 lonbi | D1. | -.1227072 .1174662 -1.04 0.296 -.3529367 .1075222 lopopulat | D1. | .2718489 .2158966 1.26 0.208 -.1513007 .6949984 deficit | D1. | 9.31e-10 8.27e-10 1.13 0.260 -6.89e-10 2.55e-09 logastos2 | D1. | .9322124 .0668199 13.95 0.000 .8012478 1.063177 delec | D1. | -.0172233 .0109892 -1.57 0.117 -.0387617 .0043151 fisdept | D1. | 1.857493 .2612571 7.11 0.000 1.345439 2.369548 lovgan_loc | D1. | .1394333 .0310506 4.49 0.000 .0785753 .2002913 lpibc | D1. | .5343438 .3546063 1.51 0.132 -.1606719 1.229359 ti | D1. | .0025124 .0016049 1.57 0.117 -.0006331 .0056579 _cons | -.1264029 .0119923 -10.54 0.000 -.1499072 -.1028985 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -18.85 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 = 0.1850 Arellano-Bond dynamic panel-data estimation Number of obs = 7659 Group variable (i): cod_mun Number of groups = 987 Wald chi2(11) = 393.69 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. | .2426019 .060005 4.04 0.000 .1249943 .3602096 logdpl_pc | D1. | .5977119 .1477562 4.05 0.000 .3081151 .8873086 lonbi | D1. | -.3200344 .0730444 -4.38 0.000 -.4631988 -.17687 lopopulat | D1. | .4009857 .1126921 3.56 0.000 .1801133 .6218582 deficit | D1. | -6.80e-12 7.09e-10 -0.01 0.992 -1.40e-09 1.38e-09 logastos2 | D1. | .3545203 .1067374 3.32 0.001 .1453189 .5637217 delec | D1. | .0311826 .008626 3.61 0.000 .014276 .0480891 fisdept | D1. | 1.079865 .1486093 7.27 0.000 .7885962 1.371134 lovgan_loc | D1. | .0132338 .0198263 0.67 0.504 -.025625 .0520926 lpibc | D1. | -.0718844 .4053916 -0.18 0.859 -.8664374 .7226686 ti | D1. | -.0021222 .0014804 -1.43 0.152 -.0050237 .0007793 _cons | -.0101904 .0077179 -1.32 0.187 -.0253173 .0049365 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -7.97 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 0.92 Pr > z = 0.3581 Arellano-Bond dynamic panel-data estimation Number of obs = 1095 Group variable (i): cod_mun Number of groups = 535 Wald chi2(10) = 573.06 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. | .1630243 .0666151 2.45 0.014 .0324612 .2935875 logdpl_pc | D1. | 3.028426 .89398 3.39 0.001 1.276258 4.780595 lonbi | D1. | .2130736 .3554297 0.60 0.549 -.4835559 .9097031 lopopulat | D1. | 1.939345 1.332055 1.46 0.145 -.6714351 4.550126 deficit | D1. | 9.04e-10 1.09e-09 0.83 0.409 -1.24e-09 3.05e-09 logastos2 | D1. | .7427137 .2242719 3.31 0.001 .3031489 1.182279 delec | D1. | -.1871833 .0595177 -3.15 0.002 -.3038359 -.0705308 fisdept | D1. | -28.55044 3.643864 -7.84 0.000 -35.69228 -21.40859 lovgan_loc | D1. | .1193776 .1043321 1.14 0.253 -.0851095 .3238646 lpibc | D1. | (dropped) ti | D1. | .1683611 .0148823 11.31 0.000 .1391924 .1975299 _cons | 1.070213 .101052 10.59 0.000 .8721543 1.268271 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -6.05 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -1.05 Pr > z = 0.2951 Arellano-Bond dynamic panel-data estimation Number of obs = 6613 Group variable (i): cod_mun Number of groups = 975 Wald chi2(11) = 122.37 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. | .1554553 .0250965 6.19 0.000 .1062671 .2046434 logdpl_pc | D1. | -.6992853 .4818302 -1.45 0.147 -1.643655 .2450846 lonbi | D1. | -.1011089 .2490699 -0.41 0.685 -.589277 .3870592 lopopulat | D1. | .2604204 .3115606 0.84 0.403 -.3502271 .8710679 deficit | D1. | 8.55e-10 1.46e-09 0.59 0.558 -2.01e-09 3.72e-09 logastos2 | D1. | .323412 .1140956 2.83 0.005 .0997887 .5470352 delec | D1. | -.0965904 .0245586 -3.93 0.000 -.1447245 -.0484564 fisdept | D1. | -2.678549 .528123 -5.07 0.000 -3.713652 -1.643447 lovgan_loc | D1. | -.0343733 .0651536 -0.53 0.598 -.162072 .0933255 lpibc | D1. | -.1319163 .8452515 -0.16 0.876 -1.788579 1.524746 ti | D1. | .016253 .0033345 4.87 0.000 .0097176 .0227884 _cons | -.0288304 .034351 -0.84 0.401 -.0961571 .0384963 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -16.59 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 0.57 Pr > z = 0.5676 Arellano-Bond dynamic panel-data estimation Number of obs = 705 Group variable (i): cod_mun Number of groups = 297 Wald chi2(11) = 76.70 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. | .1316721 .1008054 1.31 0.191 -.0659029 .3292471 logdpl_pc | D1. | -1.074431 1.296735 -0.83 0.407 -3.615986 1.467124 lonbi | D1. | .1541941 1.22765 0.13 0.900 -2.251955 2.560343 lopopulat | D1. | 2.474327 2.433202 1.02 0.309 -2.294661 7.243315 deficit | D1. | -5.34e-09 7.36e-09 -0.73 0.468 -1.98e-08 9.09e-09 logastos2 | D1. | .4723383 .2968577 1.59 0.112 -.1094921 1.054169 delec | D1. | -.4291395 .071157 -6.03 0.000 -.5686045 -.2896744 fisdept | D1. | -14.62256 4.511342 -3.24 0.001 -23.46463 -5.780497 lovgan_loc | D1. | .1473822 .2113739 0.70 0.486 -.2669032 .5616675 lpibc | D1. | -16.25331 6.388973 -2.54 0.011 -28.77547 -3.731157 ti | D1. | .0517208 .0127389 4.06 0.000 .026753 .0766886 _cons | .4854201 .243887 1.99 0.047 .0074104 .9634298 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -4.17 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.45 Pr > z = 0.1458 Arellano-Bond dynamic panel-data estimation Number of obs = 3305 Group variable (i): cod_mun Number of groups = 487 Wald chi2(11) = 114.15 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. | -.0491462 .0903197 -0.54 0.586 -.2261697 .1278772 logdpl_pc | D1. | 2.606205 1.098409 2.37 0.018 .4533634 4.759046 lonbi | D1. | -.4934592 1.039073 -0.47 0.635 -2.530005 1.543087 lopopulat | D1. | 1.414708 .7358387 1.92 0.055 -.0275094 2.856925 deficit | D1. | 4.09e-08 2.88e-08 1.42 0.156 -1.56e-08 9.74e-08 logastos2 | D1. | .3050857 .2294138 1.33 0.184 -.144557 .7547285 delec | D1. | .1307519 .0477435 2.74 0.006 .0371763 .2243274 fisdept | D1. | -.2436648 .9927206 -0.25 0.806 -2.189361 1.702032 lovgan_loc | D1. | -.2063954 .1712904 -1.20 0.228 -.5421184 .1293275 lpibc | D1. | -6.607948 1.765553 -3.74 0.000 -10.06837 -3.147527 ti | D1. | .0347772 .0055929 6.22 0.000 .0238154 .045739 _cons | .064414 .0948762 0.68 0.497 -.1215399 .2503679 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -2.27 Pr > z = 0.0229 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -1.16 Pr > z = 0.2468 Arellano-Bond dynamic panel-data estimation Number of obs = 7647 Group variable (i): cod_mun Number of groups = 986 Wald chi2(11) = 2766.90 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. | .0986842 .0191984 5.14 0.000 .061056 .1363125 logdpl_pc | D1. | .2758412 .2194171 1.26 0.209 -.1542084 .7058908 lonbi | D1. | .4273567 .0927839 4.61 0.000 .2455035 .6092099 lopopulat | D1. | .0577635 .1282013 0.45 0.652 -.1935064 .3090334 deficit | D1. | -2.80e-09 2.16e-09 -1.30 0.195 -7.03e-09 1.43e-09 logastos2 | D1. | 1.292833 .0478134 27.04 0.000 1.199121 1.386546 delec | D1. | .017542 .00709 2.47 0.013 .0036459 .0314381 fisdept | D1. | .6703529 .1795403 3.73 0.000 .3184604 1.022245 lovgan_loc | D1. | -.0008701 .0209087 -0.04 0.967 -.0418503 .0401101 lpibc | D1. | -.3166741 .2376093 -1.33 0.183 -.7823797 .1490314 ti | D1. | -.0045617 .0009375 -4.87 0.000 -.0063991 -.0027242 _cons | .0103687 .0071995 1.44 0.150 -.003742 .0244795 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -5.99 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 2.09 Pr > z = 0.0364 Arellano-Bond dynamic panel-data estimation Number of obs = 2616 Group variable (i): cod_mun Number of groups = 576 Wald chi2(11) = 429.22 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. | .0470338 .030055 1.56 0.118 -.011873 .1059406 logdpl_pc | D1. | 1.067983 .5001804 2.14 0.033 .0876475 2.048319 lonbi | D1. | -.280509 .3051328 -0.92 0.358 -.8785583 .3175404 lopopulat | D1. | 2.316294 .7915615 2.93 0.003 .7648615 3.867726 deficit | D1. | -4.85e-09 2.57e-09 -1.88 0.060 -9.89e-09 2.00e-10 logastos2 | D1. | 1.649143 .1312312 12.57 0.000 1.391934 1.906351 delec | D1. | .0250822 .0261572 0.96 0.338 -.026185 .0763494 fisdept | D1. | 4.190156 .8296842 5.05 0.000 2.564004 5.816307 lovgan_loc | D1. | .1076945 .076695 1.40 0.160 -.042625 .258014 lpibc | D1. | -2.397046 .7860725 -3.05 0.002 -3.93772 -.856372 ti | D1. | -.0281629 .0035698 -7.89 0.000 -.0351595 -.0211663 _cons | -.1583466 .0321685 -4.92 0.000 -.2213956 -.0952975 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.24 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -0.97 Pr > z = 0.3314 Arellano-Bond dynamic panel-data estimation Number of obs = 3409 Group variable (i): cod_mun Number of groups = 804 Wald chi2(11) = 519.05 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. | .0578233 .0279758 2.07 0.039 .0029918 .1126549 logdpl_pc | D1. | .7250049 .477062 1.52 0.129 -.2100195 1.660029 lonbi | D1. | -.3844443 .2909463 -1.32 0.186 -.9546886 .1858001 lopopulat | D1. | 2.230645 .7855036 2.84 0.005 .6910863 3.770204 deficit | D1. | -7.52e-09 5.22e-09 -1.44 0.150 -1.78e-08 2.71e-09 logastos2 | D1. | 1.714375 .1261598 13.59 0.000 1.467106 1.961643 delec | D1. | .0051645 .0243065 0.21 0.832 -.0424753 .0528044 fisdept | D1. | 4.461462 .789315 5.65 0.000 2.914433 6.008491 lovgan_loc | D1. | .0972352 .0723403 1.34 0.179 -.0445493 .2390196 lpibc | D1. | -1.681031 .730922 -2.30 0.021 -3.113612 -.2484505 ti | D1. | -.0292789 .003263 -8.97 0.000 -.0356742 -.0228836 _cons | -.1882199 .0292047 -6.44 0.000 -.2454601 -.1309797 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -10.65 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -1.84 Pr > z = 0.0664 Arellano-Bond dynamic panel-data estimation Number of obs = 2723 Group variable (i): cod_mun Number of groups = 617 Wald chi2(11) = 307.06 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. | .1206405 .0307898 3.92 0.000 .0602936 .1809875 logdpl_pc | D1. | -.1999763 .580581 -0.34 0.731 -1.337894 .9379415 lonbi | D1. | -.1535036 .2756142 -0.56 0.578 -.6936976 .3866904 lopopulat | D1. | -.0162395 .7489771 -0.02 0.983 -1.484208 1.451729 deficit | D1. | -6.58e-10 2.64e-09 -0.25 0.803 -5.84e-09 4.52e-09 logastos2 | D1. | 1.300588 .1161257 11.20 0.000 1.072986 1.52819 delec | D1. | .0495223 .0269733 1.84 0.066 -.0033444 .102389 fisdept | D1. | -.353313 .8222721 -0.43 0.667 -1.964937 1.258311 lovgan_loc | D1. | -.0301922 .0742014 -0.41 0.684 -.1756243 .11524 lpibc | D1. | 1.804126 .7312525 2.47 0.014 .3708971 3.237354 ti | D1. | -.016227 .0030941 -5.24 0.000 -.0222913 -.0101626 _cons | -.1344821 .0295475 -4.55 0.000 -.1923942 -.0765701 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -8.72 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 0.74 Pr > z = 0.4603 Arellano-Bond dynamic panel-data estimation Number of obs = 1781 Group variable (i): cod_mun Number of groups = 537 Wald chi2(11) = 142.89 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. | .0817568 .0351269 2.33 0.020 .0129093 .1506044 logdpl_pc | D1. | -1.798167 1.158462 -1.55 0.121 -4.068711 .4723778 lonbi | D1. | -.553241 .8717493 -0.63 0.526 -2.261838 1.155356 lopopulat | D1. | .5736404 1.547786 0.37 0.711 -2.459965 3.607245 deficit | D1. | 2.08e-10 4.92e-09 0.04 0.966 -9.44e-09 9.85e-09 logastos2 | D1. | 1.856335 .2941372 6.31 0.000 1.279837 2.432833 delec | D1. | .1806474 .0579658 3.12 0.002 .0670365 .2942583 fisdept | D1. | 7.114193 1.660057 4.29 0.000 3.860541 10.36785 lovgan_loc | D1. | -.1480831 .1726596 -0.86 0.391 -.4864896 .1903234 lpibc | D1. | 4.005342 1.720061 2.33 0.020 .6340846 7.376599 ti | D1. | -.0221466 .0074193 -2.99 0.003 -.0366881 -.0076051 _cons | -.4040894 .0632944 -6.38 0.000 -.5281441 -.2800346 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -8.18 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -2.13 Pr > z = 0.0328 Arellano-Bond dynamic panel-data estimation Number of obs = 3438 Group variable (i): cod_mun Number of groups = 801 Wald chi2(11) = 924.17 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. | .0796648 .0286997 2.78 0.006 .0234145 .1359152 logdpl_pc | D1. | .0168911 .4489004 0.04 0.970 -.8629375 .8967198 lonbi | D1. | .2097612 .2011143 1.04 0.297 -.1844157 .603938 lopopulat | D1. | .7231702 .6142134 1.18 0.239 -.480666 1.927006 deficit | D1. | -5.51e-09 3.20e-09 -1.72 0.086 -1.18e-08 7.74e-10 logastos2 | D1. | 1.101729 .1110828 9.92 0.000 .8840103 1.319447 delec | D1. | -.0091766 .0179763 -0.51 0.610 -.0444096 .0260564 fisdept | D1. | -3.714153 .4954345 -7.50 0.000 -4.685187 -2.743119 lovgan_loc | D1. | .0203164 .0535392 0.38 0.704 -.0846185 .1252513 lpibc | D1. | 1.895122 .4848135 3.91 0.000 .9449049 2.845339 ti | D1. | .0155121 .0025475 6.09 0.000 .0105192 .0205051 _cons | .0598574 .0196926 3.04 0.002 .0212605 .0984542 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -6.36 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 = 0.3472 Arellano-Bond dynamic panel-data estimation Number of obs = 3163 Group variable (i): cod_mun Number of groups = 773 Wald chi2(11) = 691.82 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. | .0727348 .0281385 2.58 0.010 .0175843 .1278853 logdpl_pc | D1. | -1.717712 .609951 -2.82 0.005 -2.913194 -.5222297 lonbi | D1. | .8392342 .2411509 3.48 0.001 .366587 1.311881 lopopulat | D1. | -1.478665 .8109629 -1.82 0.068 -3.068123 .1107926 deficit | D1. | -5.90e-09 5.06e-09 -1.17 0.244 -1.58e-08 4.02e-09 logastos2 | D1. | 1.015734 .1414819 7.18 0.000 .7384345 1.293033 delec | D1. | .0694621 .0292269 2.38 0.017 .0121784 .1267458 fisdept | D1. | -7.889619 .7069049 -11.16 0.000 -9.275127 -6.504111 lovgan_loc | D1. | .0837199 .0862016 0.97 0.331 -.0852321 .2526719 lpibc | D1. | 1.536729 .7650053 2.01 0.045 .0373463 3.036112 ti | D1. | .0429784 .0040027 10.74 0.000 .0351333 .0508235 _cons | .3605312 .0281982 12.79 0.000 .3052637 .4157987 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -8.98 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 = 0.4794 Arellano-Bond dynamic panel-data estimation Number of obs = 4494 Group variable (i): cod_mun Number of groups = 824 Wald chi2(11) = 208.85 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. | .1268998 .0292729 4.34 0.000 .069526 .1842736 logdpl_pc | D1. | -.9316461 .7052725 -1.32 0.187 -2.313955 .4506627 lonbi | D1. | .023121 .3153756 0.07 0.942 -.5950038 .6412457 lopopulat | D1. | .7313731 .6020352 1.21 0.224 -.4485943 1.91134 deficit | D1. | 2.18e-09 3.46e-09 0.63 0.529 -4.60e-09 8.96e-09 logastos2 | D1. | .1239597 .1521295 0.81 0.415 -.1742086 .4221281 delec | D1. | -.1587049 .024691 -6.43 0.000 -.2070984 -.1103115 fisdept | D1. | -3.55676 .7227305 -4.92 0.000 -4.973286 -2.140235 lovgan_loc | D1. | -.0210738 .0736293 -0.29 0.775 -.1653847 .1232371 lpibc | D1. | 3.431479 .8188273 4.19 0.000 1.826607 5.036351 ti | D1. | .0127163 .0035756 3.56 0.000 .0057082 .0197243 _cons | -.010211 .0269887 -0.38 0.705 -.063108 .0426859 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -10.08 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 = 0.0141 Arellano-Bond dynamic panel-data estimation Number of obs = 1124 Group variable (i): cod_mun Number of groups = 551 Wald chi2(11) = 629.30 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. | -.0133776 .10874 -0.12 0.902 -.2265041 .1997489 logdpl_pc | D1. | .5723937 .7068404 0.81 0.418 -.8129881 1.957775 lonbi | D1. | -.8311625 .2759508 -3.01 0.003 -1.372016 -.2903089 lopopulat | D1. | -.2356378 1.045926 -0.23 0.822 -2.285616 1.81434 deficit | D1. | -1.14e-09 8.16e-10 -1.40 0.162 -2.74e-09 4.57e-10 logastos2 | D1. | .7005625 .148198 4.73 0.000 .4100998 .9910252 delec | D1. | 1.997326 .1014121 19.70 0.000 1.798562 2.19609 fisdept | D1. | 71.46481 3.601203 19.84 0.000 64.40658 78.52304 lovgan_loc | D1. | .0160905 .0798135 0.20 0.840 -.140341 .172522 lpibc | D1. | -41.3529 1.888586 -21.90 0.000 -45.05446 -37.65133 ti | D1. | -.0306533 .0058866 -5.21 0.000 -.0421908 -.0191157 _cons | -.3332186 .0445779 -7.47 0.000 -.4205896 -.2458476 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -3.15 Pr > z = 0.0016 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -2.52 Pr > z = 0.0118 G1[51,4] c1 c2 c3 c4 r1 -.00680841 .15257885 -11.457503 11100 r2 .00459766 .03267726 1.3748729 0 r3 -.03335519 .1732703 -21.146542 10837 r4 .0091133 .01753691 2.5129486 0 r5 .00602778 .2661035 -9.5820459 10943 r6 .00594159 .04780115 1.2171933 0 r7 4.2253515 .21264582 -6.3424822 1201 r8 .4645495 .06807433 -.68724227 0 r9 -.02400549 .17090741 -19.465258 9627 r10 .0171089 .02041353 .72058889 0 r11 -.34901517 .25027116 -3.5035336 763 r12 .06312281 .12784875 1.0139101 0 r13 .15352395 -.03080753 -2.6220515 4807 r14 .03449637 .08395315 -1.5347621 0 r15 .05184864 .15675074 -10.589908 10489 r16 .00887763 .01471485 -.4917481 0 r17 -.00902624 .06871347 -9.9680593 2861 r18 .02516264 .03015667 -1.1373304 0 r19 -.035149 .0894879 -11.20951 3734 r20 .02303449 .0273074 -1.9998259 0 r21 .04760314 .1438586 -9.0239849 2986 r22 .0261976 .02778629 .71016472 0 r23 .11291996 .09659416 -9.025775 1971 r24 .05390819 .03293106 -1.7667503 0 r25 .02752285 .08694526 -6.7344977 3778 r26 .01800994 .02496759 .76637211 0 r27 .11373297 .11749377 -9.6863034 3485 r28 .02943974 .02572329 -.02259935 0 r29 -.10472827 .1462129 -11.591198 5554 r30 .0219241 .0254977 2.5748535 0 r31 -3.5924985 -.11176359 -1.7195436 1232 r32 2.0927333 .19896499 -2.4896226 0 r33 0 0 0 0 r34 0 0 0 0 r35 0 0 0 0 r36 0 0 0 0 r37 0 0 0 0 r38 0 0 0 0 r39 0 0 0 0 r40 0 0 0 0 r41 0 0 0 0 r42 0 0 0 0 r43 0 0 0 0 r44 0 0 0 0 r45 0 0 0 0 r46 0 0 0 0 r47 0 0 0 0 r48 0 0 0 0 r49 0 0 0 0 r50 0 0 0 0 r51 0 0 0 0 G2[51,4] c1 c2 c3 c4 r1 -.00157673 .15028373 -11.276707 11100 r2 .00477871 .03282547 1.3335726 0 r3 -.0202943 .1692155 -21.013642 10837 r4 .00929297 .01766163 2.414692 0 r5 .01379583 .26414902 -9.4637088 10943 r6 .00624341 .04858022 1.4012891 0 r7 -.18623689 .19633269 -6.4066883 1201 r8 .05902658 .06647817 -.75258337 0 r9 -.03671202 .17524124 -19.545814 9627 r10 .01749796 .02045534 1.0924874 0 r11 -.43516517 .2268902 -3.4151654 763 r12 .07422046 .13216232 1.8409966 0 r13 .14704427 -.0403558 -2.59041 4807 r14 .03470625 .08399446 -1.5053326 0 r15 .06607894 .14305118 -10.415699 10489 r16 .00902446 .01482959 -.83913838 0 r17 .01997182 .05893803 -9.591333 2861 r18 .0254532 .03056137 -1.0913501 0 r19 .00291844 .07124614 -10.993792 3734 r20 .02340446 .02725841 -1.9591448 0 r21 .04748075 .13497516 -9.1852873 2986 r22 .02554442 .02851656 .61693702 0 r23 .16117762 .09104269 -9.0080465 1971 r24 .05494151 .03243704 -1.7669197 0 r25 .00198702 .07507109 -6.5576468 3778 r26 .01692486 .0245433 .81672732 0 r27 .0685276 .0806816 -9.4068517 3485 r28 .02798761 .02544569 .44772417 0 r29 -.12161779 .14403322 -11.517797 5554 r30 .02217084 .02561047 2.628717 0 r31 1.9790547 .01524209 -3.4872631 1232 r32 .09376677 .11201115 -2.2881079 0 r33 0 0 0 0 r34 0 0 0 0 r35 0 0 0 0 r36 0 0 0 0 r37 0 0 0 0 r38 0 0 0 0 r39 0 0 0 0 r40 0 0 0 0 r41 0 0 0 0 r42 0 0 0 0 r43 0 0 0 0 r44 0 0 0 0 r45 0 0 0 0 r46 0 0 0 0 r47 0 0 0 0 r48 0 0 0 0 r49 0 0 0 0 r50 0 0 0 0 r51 0 0 0 0 G3[51,4] c1 c2 c3 c4 r1 -.00149078 .15052676 -11.273447 11100 r2 .00477946 .03280277 1.336007 0 r3 -.02021361 .16958811 -21.01529 10837 r4 .00929495 .01769837 2.4279425 0 r5 .01386047 .26553546 -9.4915476 10943 r6 .00623995 .04829759 1.4371482 0 r7 -.18431122 .20392602 -6.441082 1201 r8 .05862103 .0666658 -.70959548 0 r9 -.03696385 .17587008 -19.522802 9627 r10 .01752884 .02051548 1.1034927 0 r11 -.43057978 .20737227 -3.6013135 763 r12 .0729197 .1178865 1.8023374 0 r13 .15196909 -.03884042 -2.597637 4807 r14 .03477033 .0837864 -1.5610906 0 r15 .06576336 .1425991 -10.401473 10489 r16 .00901158 .01484931 -.84593037 0 r17 .01997438 .05371003 -9.6886811 2861 r18 .02547596 .02994242 -1.1958984 0 r19 .00103592 .06803252 -11.026458 3734 r20 .02339082 .02700078 -2.0155492 0 r21 .03882239 .11904793 -9.1742511 2986 r22 .02449184 .02955237 .15043676 0 r23 .16124275 .08932687 -9.0476459 1971 r24 .0546121 .03243062 -1.8056681 0 r25 -.00025132 .07778158 -6.5840289 3778 r26 .01696376 .02462717 .91275235 0 r27 .06749122 .08107028 -9.390308 3485 r28 .0279692 .02574009 .44676438 0 r29 -.12138221 .14486758 -11.531328 5554 r30 .02218236 .02568521 2.6455026 0 r31 1.9669419 .01403975 -3.4392788 1232 r32 .09289799 .11468437 -2.1083675 0 r33 0 0 0 0 r34 0 0 0 0 r35 0 0 0 0 r36 0 0 0 0 r37 0 0 0 0 r38 0 0 0 0 r39 0 0 0 0 r40 0 0 0 0 r41 0 0 0 0 r42 0 0 0 0 r43 0 0 0 0 r44 0 0 0 0 r45 0 0 0 0 r46 0 0 0 0 r47 0 0 0 0 r48 0 0 0 0 r49 0 0 0 0 r50 0 0 0 0 r51 0 0 0 0 G4[51,4] c1 c2 c3 c4 r1 -.00204716 .10676137 -9.6411645 7783 r2 .0057749 .03536037 1.1614266 0 r3 -.01722328 .16397153 -18.850177 7606 r4 .01098918 .02072615 1.3255983 0 r5 .03118257 .24260194 -7.9650305 7659 r6 .00862596 .06000502 .91892779 0 r7 -.1871833 .1630243 -6.0531487 1095 r8 .0595177 .06661508 -1.0470438 0 r9 -.09659043 .15545527 -16.590396 6613 r10 .02455864 .02509646 .5715868 0 r11 -.42913947 .13167207 -4.1651984 705 r12 .07115695 .10080542 1.4543547 0 r13 .13075189 -.04914624 -2.274372 3305 r14 .0477435 .09031973 -1.1580889 0 r15 .01754198 .09868425 -5.9917227 7647 r16 .00708998 .01919844 2.0928855 0 r17 .02508223 .04703381 -9.2420129 2616 r18 .02615722 .03005503 -.97136621 0 r19 .00516455 .05782331 -10.649599 3409 r20 .02430651 .02797579 -1.8356081 0 r21 .04952233 .12064054 -8.7181537 2723 r22 .0269733 .03078984 .73837288 0 r23 .1806474 .08175684 -8.1846839 1781 r24 .05796583 .03512694 -2.1346013 0 r25 -.00917657 .07966482 -6.3598725 3438 r26 .01797635 .02869968 .94004681 0 r27 .06946212 .0727348 -8.9786582 3163 r28 .02922692 .02813854 .70733339 0 r29 -.15870495 .1268998 -10.078284 4494 r30 .02469101 .02927289 2.4539686 0 r31 1.9973261 -.01337759 -3.1532753 1124 r32 .10141211 .10874002 -2.518148 0 r33 0 0 0 0 r34 0 0 0 0 r35 0 0 0 0 r36 0 0 0 0 r37 0 0 0 0 r38 0 0 0 0 r39 0 0 0 0 r40 0 0 0 0 r41 0 0 0 0 r42 0 0 0 0 r43 0 0 0 0 r44 0 0 0 0 r45 0 0 0 0 r46 0 0 0 0 r47 0 0 0 0 r48 0 0 0 0 r49 0 0 0 0 r50 0 0 0 0 r51 0 0 0 0 Interest rate used: ti_r ******************************************************************** Arellano-Bond dynamic panel-data estimation Number of obs = 11100 Group variable (i): cod_mun Number of groups = 1027 Wald chi2(8) = 865.72 Time variable (t): year Obs per group: min = 1 avg = 10.80818 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.logfunci2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- logfunci2 | LD. | .1588941 .0329183 4.83 0.000 .0943755 .2234128 logdpl_pc | D1. | -.1463396 .101036 -1.45 0.148 -.3443665 .0516873 lonbi | D1. | -.1528514 .0623205 -2.45 0.014 -.2749973 -.0307054 lopopulat | D1. | .3011834 .0653813 4.61 0.000 .1730384 .4293284 logastos2 | D1. | .4708939 .0526382 8.95 0.000 .367725 .5740628 delec | D1. | -.0077653 .0045872 -1.69 0.090 -.016756 .0012254 lpibc | D1. | .4494383 .1758358 2.56 0.011 .1048064 .7940703 ti_r | D1. | -.0006501 .0007849 -0.83 0.408 -.0021885 .0008884 _cons | -.0351693 .0055762 -6.31 0.000 -.0460983 -.0242402 ------------------------------------------------------------------------------ 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 = 1.65 Pr > z = 0.0984 Arellano-Bond dynamic panel-data estimation Number of obs = 10837 Group variable (i): cod_mun Number of groups = 1025 Wald chi2(8) = 969.06 Time variable (t): year Obs per group: min = 1 avg = 10.57268 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.loggener2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- loggener2 | LD. | .1714726 .0175519 9.77 0.000 .1370715 .2058736 logdpl_pc | D1. | -.9523685 .1868737 -5.10 0.000 -1.318634 -.5861027 lonbi | D1. | -.1809429 .1086141 -1.67 0.096 -.3938227 .0319368 lopopulat | D1. | .2720261 .1385329 1.96 0.050 .0005066 .5435456 logastos2 | D1. | .7274681 .054551 13.34 0.000 .6205501 .8343862 delec | D1. | -.0364926 .0090264 -4.04 0.000 -.0541839 -.0188012 lpibc | D1. | 1.3781 .2634354 5.23 0.000 .8617759 1.894424 ti_r | D1. | -.0045973 .0013448 -3.42 0.001 -.0072331 -.0019615 _cons | -.1123577 .0093661 -12.00 0.000 -.1307148 -.0940005 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -21.08 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 2.74 Pr > z = 0.0062 Arellano-Bond dynamic panel-data estimation Number of obs = 10943 Group variable (i): cod_mun Number of groups = 1026 Wald chi2(8) = 523.49 Time variable (t): year Obs per group: min = 1 avg = 10.66569 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.logperso2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- logperso2 | LD. | .2733218 .048145 5.68 0.000 .1789592 .3676843 logdpl_pc | D1. | .2485988 .1125435 2.21 0.027 .0280176 .4691799 lonbi | D1. | -.3062763 .0634538 -4.83 0.000 -.4306434 -.1819091 lopopulat | D1. | .2785877 .0655736 4.25 0.000 .1500659 .4071096 logastos2 | D1. | .3223239 .0712205 4.53 0.000 .1827344 .4619134 delec | D1. | .0036536 .0058004 0.63 0.529 -.007715 .0150222 lpibc | D1. | -.0441382 .2462245 -0.18 0.858 -.5267294 .438453 ti_r | D1. | -.0032604 .0009596 -3.40 0.001 -.0051412 -.0013796 _cons | .0031721 .0056452 0.56 0.574 -.0078923 .0142365 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.52 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.41 Pr > z = 0.1584 Arellano-Bond dynamic panel-data estimation Number of obs = 1201 Group variable (i): cod_mun Number of groups = 589 Wald chi2(8) = 621.65 Time variable (t): year Obs per group: min = 1 avg = 2.039049 max = 4 One-step results ------------------------------------------------------------------------------ | Robust D. | lopersinel2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lopersinel2 | LD. | .2126458 .0680743 3.12 0.002 .0792226 .346069 logdpl_pc | D1. | 2.935223 .8124074 3.61 0.000 1.342934 4.527512 lonbi | D1. | .1657514 .333074 0.50 0.619 -.4870616 .8185643 lopopulat | D1. | .9884593 1.321533 0.75 0.454 -1.601698 3.578616 logastos2 | D1. | .5972292 .2171866 2.75 0.006 .1715513 1.022907 delec | D1. | 3.820129 .4238173 9.01 0.000 2.989463 4.650796 lpibc | D1. | -5.275218 1.506998 -3.50 0.000 -8.22888 -2.321555 ti_r | D1. | .8974023 .0904496 9.92 0.000 .7201243 1.07468 _cons | 2.534115 .2647249 9.57 0.000 2.015264 3.052966 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -6.34 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 = 0.4919 Arellano-Bond dynamic panel-data estimation Number of obs = 9627 Group variable (i): cod_mun Number of groups = 1015 Wald chi2(8) = 172.06 Time variable (t): year Obs per group: min = 1 avg = 9.484729 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.lotransf2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lotransf2 | LD. | .1728355 .0205007 8.43 0.000 .1326548 .2130162 logdpl_pc | D1. | .2723878 .3784477 0.72 0.472 -.469356 1.014132 lonbi | D1. | .260311 .2023629 1.29 0.198 -.1363129 .656935 lopopulat | D1. | .9292177 .2352938 3.95 0.000 .4680503 1.390385 logastos2 | D1. | .4069776 .0872079 4.67 0.000 .2360532 .577902 delec | D1. | -.0133271 .0166698 -0.80 0.424 -.0459993 .019345 lpibc | D1. | .5304111 .6500441 0.82 0.415 -.743652 1.804474 ti_r | D1. | .0094959 .0025641 3.70 0.000 .0044703 .0145216 _cons | -.0840064 .0253139 -3.32 0.001 -.1336207 -.0343921 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -19.53 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 = 0.2982 Arellano-Bond dynamic panel-data estimation Number of obs = 763 Group variable (i): cod_mun Number of groups = 318 Wald chi2(8) = 84.02 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. | .2565189 .1318324 1.95 0.052 -.0018679 .5149056 logdpl_pc | D1. | -1.287557 1.339319 -0.96 0.336 -3.912573 1.33746 lonbi | D1. | -.5669501 1.358692 -0.42 0.676 -3.229938 2.096038 lopopulat | D1. | 1.197118 2.460894 0.49 0.627 -3.626145 6.020381 logastos2 | D1. | .489244 .2637667 1.85 0.064 -.0277292 1.006217 delec | D1. | -.2267276 .0662774 -3.42 0.001 -.3566289 -.0968264 lpibc | D1. | -7.814733 4.406784 -1.77 0.076 -16.45187 .8224057 ti_r | D1. | .0856857 .0169103 5.07 0.000 .0525422 .1188291 _cons | .0333779 .1729636 0.19 0.847 -.3056245 .3723803 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -3.55 Pr > z = 0.0004 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.50 Pr > z = 0.1345 Arellano-Bond dynamic panel-data estimation Number of obs = 4807 Group variable (i): cod_mun Number of groups = 502 Wald chi2(8) = 62.82 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. | -.0016989 .0845182 -0.02 0.984 -.1673516 .1639538 logdpl_pc | D1. | 3.254495 1.399519 2.33 0.020 .5114868 5.997502 lonbi | D1. | -.3393652 .8534322 -0.40 0.691 -2.012062 1.333331 lopopulat | D1. | 1.903413 .6823205 2.79 0.005 .5660893 3.240737 logastos2 | D1. | .1925758 .1854963 1.04 0.299 -.1709903 .5561419 delec | D1. | .1745118 .0350411 4.98 0.000 .1058326 .243191 lpibc | D1. | -4.690321 1.323442 -3.54 0.000 -7.28422 -2.096422 ti_r | D1. | .0159848 .0067101 2.38 0.017 .0028333 .0291364 _cons | .0008586 .0667874 0.01 0.990 -.1300423 .1317595 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -2.77 Pr > z = 0.0057 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -1.22 Pr > z = 0.2229 Arellano-Bond dynamic panel-data estimation Number of obs = 10489 Group variable (i): cod_mun Number of groups = 1024 Wald chi2(8) = 2783.79 Time variable (t): year Obs per group: min = 1 avg = 10.24316 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.loinvers2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- loinvers2 | LD. | .1495548 .0143125 10.45 0.000 .1215028 .1776069 logdpl_pc | D1. | 1.049465 .1713188 6.13 0.000 .7136862 1.385244 lonbi | D1. | .3902571 .0931513 4.19 0.000 .2076839 .5728303 lopopulat | D1. | .0623058 .1069575 0.58 0.560 -.147327 .2719386 logastos2 | D1. | 1.321215 .0426629 30.97 0.000 1.237598 1.404833 delec | D1. | .0408654 .0085391 4.79 0.000 .024129 .0576018 lpibc | D1. | -.291302 .1859258 -1.57 0.117 -.6557098 .0731058 ti_r | D1. | -.0154683 .0013678 -11.31 0.000 -.0181491 -.0127875 _cons | .009034 .0064683 1.40 0.163 -.0036435 .0217116 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -10.53 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 = 0.8658 Arellano-Bond dynamic panel-data estimation Number of obs = 2861 Group variable (i): cod_mun Number of groups = 617 Wald chi2(8) = 373.31 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. | .0663645 .0305243 2.17 0.030 .0065379 .126191 logdpl_pc | D1. | 1.421712 .4330971 3.28 0.001 .5728577 2.270567 lonbi | D1. | -.4167821 .3186967 -1.31 0.191 -1.041416 .2078519 lopopulat | D1. | 3.087137 .8246588 3.74 0.000 1.470835 4.703438 logastos2 | D1. | 1.723948 .1259352 13.69 0.000 1.477119 1.970776 delec | D1. | -.0457938 .0266478 -1.72 0.086 -.0980225 .006435 lpibc | D1. | -4.011213 .6527551 -6.15 0.000 -5.290589 -2.731836 ti_r | D1. | -.032191 .0038127 -8.44 0.000 -.0396637 -.0247183 _cons | -.076417 .0271636 -2.81 0.005 -.1296566 -.0231773 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.83 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -1.25 Pr > z = 0.2096 Arellano-Bond dynamic panel-data estimation Number of obs = 3734 Group variable (i): cod_mun Number of groups = 862 Wald chi2(8) = 499.86 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. | .0849561 .0274602 3.09 0.002 .0311351 .138777 logdpl_pc | D1. | 1.375756 .4267619 3.22 0.001 .5393179 2.212194 lonbi | D1. | -.653605 .3043475 -2.15 0.032 -1.250115 -.057095 lopopulat | D1. | 2.884187 .7849131 3.67 0.000 1.345786 4.422589 logastos2 | D1. | 1.843989 .1153248 15.99 0.000 1.617956 2.070021 delec | D1. | -.0697646 .0241209 -2.89 0.004 -.1170406 -.0224885 lpibc | D1. | -3.603737 .6121433 -5.89 0.000 -4.803516 -2.403958 ti_r | D1. | -.0336761 .0035245 -9.55 0.000 -.040584 -.0267683 _cons | -.1050248 .0242182 -4.34 0.000 -.1524916 -.057558 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -11.20 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 = 0.0447 Arellano-Bond dynamic panel-data estimation Number of obs = 2986 Group variable (i): cod_mun Number of groups = 655 Wald chi2(8) = 358.60 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. | .1389257 .0278466 4.99 0.000 .0843475 .193504 logdpl_pc | D1. | .057926 .4757562 0.12 0.903 -.874539 .9903911 lonbi | D1. | -.3465519 .2994272 -1.16 0.247 -.9334185 .2403147 lopopulat | D1. | .6438011 .8772958 0.73 0.463 -1.075667 2.363269 logastos2 | D1. | 1.469503 .1223005 12.02 0.000 1.229798 1.709207 delec | D1. | .0313839 .0277339 1.13 0.258 -.0229736 .0857413 lpibc | D1. | .8461988 .615626 1.37 0.169 -.360406 2.052804 ti_r | D1. | -.0160869 .0034546 -4.66 0.000 -.0228577 -.0093161 _cons | -.1140492 .024834 -4.59 0.000 -.162723 -.0653755 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.01 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 0.66 Pr > z = 0.5124 Arellano-Bond dynamic panel-data estimation Number of obs = 1971 Group variable (i): cod_mun Number of groups = 583 Wald chi2(8) = 127.77 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. | .0964676 .0330037 2.92 0.003 .0317816 .1611536 logdpl_pc | D1. | -.251326 1.05789 -0.24 0.812 -2.324752 1.8221 lonbi | D1. | -.5468913 .8343281 -0.66 0.512 -2.182144 1.088362 lopopulat | D1. | 1.494432 1.487196 1.00 0.315 -1.42042 4.409283 logastos2 | D1. | 1.475914 .2546996 5.79 0.000 .9767119 1.975116 delec | D1. | .0677711 .0582545 1.16 0.245 -.0464056 .1819478 lpibc | D1. | 2.089208 1.463096 1.43 0.153 -.7784063 4.956823 ti_r | D1. | -.027077 .0083391 -3.25 0.001 -.0434214 -.0107327 _cons | -.2571456 .0491639 -5.23 0.000 -.3535051 -.160786 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.01 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -1.80 Pr > z = 0.0717 Arellano-Bond dynamic panel-data estimation Number of obs = 3778 Group variable (i): cod_mun Number of groups = 862 Wald chi2(8) = 1003.77 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. | .084738 .0245769 3.45 0.001 .0365682 .1329078 logdpl_pc | D1. | -.3438173 .3578016 -0.96 0.337 -1.045096 .357461 lonbi | D1. | .0752733 .2291292 0.33 0.743 -.3738117 .5243582 lopopulat | D1. | .3837398 .6067445 0.63 0.527 -.8054577 1.572937 logastos2 | D1. | 1.137889 .0819804 13.88 0.000 .9772107 1.298568 delec | D1. | .0534346 .0200187 2.67 0.008 .0141986 .0926705 lpibc | D1. | 2.933411 .4255801 6.89 0.000 2.099289 3.767533 ti_r | D1. | .0199112 .0028233 7.05 0.000 .0143776 .0254449 _cons | -.015148 .0156947 -0.97 0.334 -.045909 .015613 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -6.68 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 0.86 Pr > z = 0.3885 Arellano-Bond dynamic panel-data estimation Number of obs = 3485 Group variable (i): cod_mun Number of groups = 836 Wald chi2(8) = 686.32 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. | .1093592 .0259046 4.22 0.000 .0585871 .1601313 logdpl_pc | D1. | -2.600282 .5430333 -4.79 0.000 -3.664608 -1.535956 lonbi | D1. | .8744143 .2543733 3.44 0.001 .3758518 1.372977 lopopulat | D1. | -2.286628 .8681295 -2.63 0.008 -3.988131 -.5851255 logastos2 | D1. | 1.061142 .1094231 9.70 0.000 .8466768 1.275608 delec | D1. | .1731437 .0332233 5.21 0.000 .1080273 .2382602 lpibc | D1. | 3.996322 .6634845 6.02 0.000 2.695916 5.296728 ti_r | D1. | .0479799 .0046846 10.24 0.000 .0387983 .0571616 _cons | .1726666 .0208707 8.27 0.000 .1317607 .2135725 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.56 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 0.41 Pr > z = 0.6837 Arellano-Bond dynamic panel-data estimation Number of obs = 5554 Group variable (i): cod_mun Number of groups = 873 Wald chi2(8) = 263.62 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. | .1456785 .0257596 5.66 0.000 .0951905 .1961664 logdpl_pc | D1. | -1.008659 .5970732 -1.69 0.091 -2.178902 .1615826 lonbi | D1. | -.1450416 .3338336 -0.43 0.664 -.7993434 .5092602 lopopulat | D1. | .4793792 .5210197 0.92 0.358 -.5418007 1.500559 logastos2 | D1. | .1036453 .1274131 0.81 0.416 -.1460799 .3533704 delec | D1. | -.0919055 .0227104 -4.05 0.000 -.1364171 -.0473939 lpibc | D1. | 4.752209 .6395437 7.43 0.000 3.498726 6.005692 ti_r | D1. | .0154862 .0039633 3.91 0.000 .0077182 .0232542 _cons | -.0730142 .0213853 -3.41 0.001 -.1149286 -.0310998 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -11.55 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 2.52 Pr > z = 0.0118 Arellano-Bond dynamic panel-data estimation Number of obs = 1232 Group variable (i): cod_mun Number of groups = 605 Wald chi2(8) = 390.73 Time variable (t): year Obs per group: min = 1 avg = 2.036364 max = 4 One-step results ------------------------------------------------------------------------------ | Robust D.lopersnom2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lopersnom2 | LD. | -.0878094 .1755825 -0.50 0.617 -.4319447 .2563259 logdpl_pc | D1. | .8690606 .8030706 1.08 0.279 -.704929 2.44305 lonbi | D1. | -.5176932 .28491 -1.82 0.069 -1.076107 .0407201 lopopulat | D1. | .8861537 1.474263 0.60 0.548 -2.003349 3.775656 logastos2 | D1. | .139699 .4247366 0.33 0.742 -.6927694 .9721675 delec | D1. | -4.16388 1.84669 -2.25 0.024 -7.783326 -.5444332 lpibc | D1. | 1.19696 4.021565 0.30 0.766 -6.685162 9.079083 ti_r | D1. | -.9436251 .4010102 -2.35 0.019 -1.729591 -.1576596 _cons | -2.801897 1.145418 -2.45 0.014 -5.046875 -.5569188 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -1.73 Pr > z = 0.0836 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -2.48 Pr > z = 0.0131 Arellano-Bond dynamic panel-data estimation Number of obs = 11100 Group variable (i): cod_mun Number of groups = 1027 Wald chi2(10) = 911.07 Time variable (t): year Obs per group: min = 1 avg = 10.80818 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.logfunci2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- logfunci2 | LD. | .1535436 .0324408 4.73 0.000 .0899609 .2171263 logdpl_pc | D1. | -.2124712 .1019805 -2.08 0.037 -.4123494 -.012593 lonbi | D1. | -.1546537 .0619666 -2.50 0.013 -.276106 -.0332013 lopopulat | D1. | .2457032 .0641303 3.83 0.000 .1200102 .3713963 deficit | D1. | 1.74e-09 1.30e-09 1.33 0.183 -8.17e-10 4.29e-09 logastos2 | D1. | .4783237 .0523514 9.14 0.000 .3757168 .5809306 delec | D1. | .0031205 .004566 0.68 0.494 -.0058287 .0120697 fisdept | D1. | .9942358 .1263116 7.87 0.000 .7466696 1.241802 lpibc | D1. | .4168167 .1761274 2.37 0.018 .0716133 .7620202 ti_r | D1. | .0030333 .0008686 3.49 0.000 .0013309 .0047358 _cons | -.0417542 .0057022 -7.32 0.000 -.0529303 -.0305781 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -11.39 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 = 0.2026 Arellano-Bond dynamic panel-data estimation Number of obs = 10837 Group variable (i): cod_mun Number of groups = 1025 Wald chi2(10) = 990.86 Time variable (t): year Obs per group: min = 1 avg = 10.57268 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.loggener2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- loggener2 | LD. | .1699083 .0174888 9.72 0.000 .1356308 .2041858 logdpl_pc | D1. | -1.088086 .1870751 -5.82 0.000 -1.454746 -.721425 lonbi | D1. | -.19086 .1090497 -1.75 0.080 -.4045936 .0228735 lopopulat | D1. | .169112 .1393148 1.21 0.225 -.10394 .4421641 deficit | D1. | 5.88e-10 8.67e-10 0.68 0.497 -1.11e-09 2.29e-09 logastos2 | D1. | .7494447 .0551402 13.59 0.000 .6413719 .8575174 delec | D1. | -.0168799 .0090518 -1.86 0.062 -.034621 .0008613 fisdept | D1. | 1.853462 .2303577 8.05 0.000 1.40197 2.304955 lpibc | D1. | 1.320638 .2644802 4.99 0.000 .8022663 1.83901 ti_r | D1. | .0023295 .0015472 1.51 0.132 -.0007029 .0053619 _cons | -.127243 .0097956 -12.99 0.000 -.146442 -.1080439 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -20.98 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 2.33 Pr > z = 0.0198 Arellano-Bond dynamic panel-data estimation Number of obs = 10943 Group variable (i): cod_mun Number of groups = 1026 Wald chi2(10) = 563.59 Time variable (t): year Obs per group: min = 1 avg = 10.66569 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.logperso2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- logperso2 | LD. | .2582544 .0476488 5.42 0.000 .1648645 .3516443 logdpl_pc | D1. | .1747027 .1107457 1.58 0.115 -.0423549 .3917602 lonbi | D1. | -.3077892 .0634492 -4.85 0.000 -.4321474 -.1834309 lopopulat | D1. | .2246251 .0654423 3.43 0.001 .0963605 .3528896 deficit | D1. | 2.50e-10 6.07e-10 0.41 0.680 -9.40e-10 1.44e-09 logastos2 | D1. | .3394319 .0706407 4.81 0.000 .2009787 .4778852 delec | D1. | .0137289 .0056114 2.45 0.014 .0027308 .024727 fisdept | D1. | .9788376 .1491214 6.56 0.000 .686565 1.27111 lpibc | D1. | -.0913315 .2428906 -0.38 0.707 -.5673883 .3847252 ti_r | D1. | .0005097 .0011546 0.44 0.659 -.0017532 .0027727 _cons | -.0034411 .0058181 -0.59 0.554 -.0148445 .0079622 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.55 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.28 Pr > z = 0.1995 Arellano-Bond dynamic panel-data estimation Number of obs = 1201 Group variable (i): cod_mun Number of groups = 589 Wald chi2(9) = 624.24 Time variable (t): year Obs per group: min = 1 avg = 2.039049 max = 4 One-step results ------------------------------------------------------------------------------ | Robust D. | lopersinel2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lopersinel2 | LD. | .1963327 .0664782 2.95 0.003 .0660379 .3266275 logdpl_pc | D1. | 2.958618 .7993171 3.70 0.000 1.391985 4.52525 lonbi | D1. | .1563399 .3322526 0.47 0.638 -.4948632 .807543 lopopulat | D1. | 1.145379 1.332508 0.86 0.390 -1.466289 3.757047 deficit | D1. | 7.37e-10 9.40e-10 0.78 0.433 -1.11e-09 2.58e-09 logastos2 | D1. | .6018657 .2173154 2.77 0.006 .1759353 1.027796 delec | D1. | 3.823803 .4173739 9.16 0.000 3.005765 4.641841 fisdept | D1. | (dropped) lpibc | D1. | -5.31589 1.489867 -3.57 0.000 -8.235976 -2.395804 ti_r | D1. | .8980546 .08905 10.08 0.000 .7235198 1.072589 _cons | 2.534627 .2608205 9.72 0.000 2.023428 3.045825 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -6.41 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -0.75 Pr > z = 0.4517 Arellano-Bond dynamic panel-data estimation Number of obs = 9627 Group variable (i): cod_mun Number of groups = 1015 Wald chi2(10) = 174.86 Time variable (t): year Obs per group: min = 1 avg = 9.484729 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.lotransf2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lotransf2 | LD. | .1718542 .0204271 8.41 0.000 .1318177 .2118907 logdpl_pc | D1. | .2774383 .3752117 0.74 0.460 -.4579632 1.01284 lonbi | D1. | .2586353 .2021749 1.28 0.201 -.1376202 .6548908 lopopulat | D1. | .9419903 .2359743 3.99 0.000 .4794892 1.404491 deficit | D1. | 1.76e-10 1.18e-09 0.15 0.881 -2.13e-09 2.48e-09 logastos2 | D1. | .3914686 .0888756 4.40 0.000 .2172756 .5656615 delec | D1. | -.0151102 .0165708 -0.91 0.362 -.0475883 .0173679 fisdept | D1. | -.2569909 .5028772 -0.51 0.609 -1.242612 .7286303 lpibc | D1. | .5730237 .6702682 0.85 0.393 -.7406779 1.886725 ti_r | D1. | .008449 .0033227 2.54 0.011 .0019366 .0149614 _cons | -.0808289 .0276543 -2.92 0.003 -.1350303 -.0266276 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -19.52 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.07 Pr > z = 0.2864 Arellano-Bond dynamic panel-data estimation Number of obs = 763 Group variable (i): cod_mun Number of groups = 318 Wald chi2(10) = 83.70 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. | .2160984 .1333785 1.62 0.105 -.0453188 .4775155 logdpl_pc | D1. | -1.164727 1.243915 -0.94 0.349 -3.602756 1.273301 lonbi | D1. | -.3871983 1.31908 -0.29 0.769 -2.972549 2.198152 lopopulat | D1. | .8550803 2.398636 0.36 0.721 -3.846161 5.556321 deficit | D1. | -6.21e-09 8.98e-09 -0.69 0.490 -2.38e-08 1.14e-08 logastos2 | D1. | .5467652 .284614 1.92 0.055 -.0110679 1.104598 delec | D1. | -.3506019 .0794019 -4.42 0.000 -.5062268 -.1949771 fisdept | D1. | -10.73462 4.115787 -2.61 0.009 -18.80141 -2.667825 lpibc | D1. | -14.31184 6.478175 -2.21 0.027 -27.00883 -1.614848 ti_r | D1. | .0642935 .0146692 4.38 0.000 .0355424 .0930445 _cons | .3055949 .251347 1.22 0.224 -.1870362 .7982261 ------------------------------------------------------------------------------ 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 = 2.00 Pr > z = 0.0452 Arellano-Bond dynamic panel-data estimation Number of obs = 4807 Group variable (i): cod_mun Number of groups = 502 Wald chi2(10) = 95.52 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. | -.0235243 .0839703 -0.28 0.779 -.1881031 .1410544 logdpl_pc | D1. | 2.953554 1.347995 2.19 0.028 .3115326 5.595575 lonbi | D1. | -.389933 .8423776 -0.46 0.643 -2.040963 1.261097 lopopulat | D1. | 1.705654 .6516558 2.62 0.009 .4284326 2.982876 deficit | D1. | 3.72e-08 2.90e-08 1.29 0.199 -1.96e-08 9.40e-08 logastos2 | D1. | .2737423 .1792858 1.53 0.127 -.0776514 .625136 delec | D1. | .2146509 .0357999 6.00 0.000 .1444843 .2848175 fisdept | D1. | 4.774484 .8538996 5.59 0.000 3.100872 6.448097 lpibc | D1. | -4.401056 1.329654 -3.31 0.001 -7.007129 -1.794983 ti_r | D1. | .0343058 .0066285 5.18 0.000 .0213142 .0472974 _cons | -.0659507 .0712504 -0.93 0.355 -.2055989 .0736976 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -2.68 Pr > z = 0.0075 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -1.31 Pr > z = 0.1892 Arellano-Bond dynamic panel-data estimation Number of obs = 10489 Group variable (i): cod_mun Number of groups = 1024 Wald chi2(10) = 2925.71 Time variable (t): year Obs per group: min = 1 avg = 10.24316 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.loinvers2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- loinvers2 | LD. | .1433027 .0146099 9.81 0.000 .1146679 .1719375 logdpl_pc | D1. | .9464158 .1723905 5.49 0.000 .6085366 1.284295 lonbi | D1. | .3753232 .0931053 4.03 0.000 .1928403 .5578062 lopopulat | D1. | .0010397 .1094852 0.01 0.992 -.2135473 .2156267 deficit | D1. | -3.28e-09 2.84e-09 -1.15 0.248 -8.86e-09 2.29e-09 logastos2 | D1. | 1.335508 .0431263 30.97 0.000 1.250982 1.420034 delec | D1. | .0489596 .0082532 5.93 0.000 .0327837 .0651355 fisdept | D1. | .8060422 .2083001 3.87 0.000 .3977815 1.214303 lpibc | D1. | -.2810269 .1891373 -1.49 0.137 -.6517291 .0896753 ti_r | D1. | -.0127351 .0014002 -9.10 0.000 -.0154795 -.0099907 _cons | .0026616 .0066701 0.40 0.690 -.0104115 .0157346 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -10.52 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -0.47 Pr > z = 0.6403 Arellano-Bond dynamic panel-data estimation Number of obs = 2861 Group variable (i): cod_mun Number of groups = 617 Wald chi2(10) = 410.47 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. | .0623378 .0307161 2.03 0.042 .0021353 .1225402 logdpl_pc | D1. | 1.037062 .4388517 2.36 0.018 .1769284 1.897195 lonbi | D1. | -.4663347 .3202054 -1.46 0.145 -1.093926 .1612564 lopopulat | D1. | 3.007332 .8284727 3.63 0.000 1.383555 4.631109 deficit | D1. | -3.73e-09 2.01e-09 -1.85 0.064 -7.67e-09 2.16e-10 logastos2 | D1. | 1.828955 .1239965 14.75 0.000 1.585926 2.071984 delec | D1. | -.0227872 .0274516 -0.83 0.406 -.0765914 .0310169 fisdept | D1. | 2.59786 .7859051 3.31 0.001 1.057514 4.138206 lpibc | D1. | -3.556903 .6690927 -5.32 0.000 -4.868301 -2.245506 ti_r | D1. | -.0315245 .0038245 -8.24 0.000 -.0390204 -.0240286 _cons | -.1065644 .0275273 -3.87 0.000 -.1605169 -.052612 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.58 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -1.16 Pr > z = 0.2467 Arellano-Bond dynamic panel-data estimation Number of obs = 3734 Group variable (i): cod_mun Number of groups = 862 Wald chi2(10) = 518.98 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. | .0739813 .0273426 2.71 0.007 .0203908 .1275719 logdpl_pc | D1. | .9330851 .4267148 2.19 0.029 .0967394 1.769431 lonbi | D1. | -.6862426 .3028252 -2.27 0.023 -1.279769 -.0927161 lopopulat | D1. | 2.77491 .7904144 3.51 0.000 1.225726 4.324093 deficit | D1. | -5.74e-09 4.05e-09 -1.42 0.156 -1.37e-08 2.19e-09 logastos2 | D1. | 1.943038 .1152482 16.86 0.000 1.717156 2.16892 delec | D1. | -.0403955 .0248298 -1.63 0.104 -.0890611 .0082702 fisdept | D1. | 3.037539 .7664887 3.96 0.000 1.535249 4.539829 lpibc | D1. | -2.984293 .6242778 -4.78 0.000 -4.207855 -1.760731 ti_r | D1. | -.0327856 .0035164 -9.32 0.000 -.0396777 -.0258935 _cons | -.1382732 .0250741 -5.51 0.000 -.1874176 -.0891288 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -11.07 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 = 0.0522 Arellano-Bond dynamic panel-data estimation Number of obs = 2986 Group variable (i): cod_mun Number of groups = 655 Wald chi2(10) = 349.80 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. | .1322811 .0286234 4.62 0.000 .0761803 .1883819 logdpl_pc | D1. | -.0854883 .4795186 -0.18 0.859 -1.025328 .8543508 lonbi | D1. | -.3355493 .2938873 -1.14 0.254 -.9115578 .2404591 lopopulat | D1. | .403528 .7506465 0.54 0.591 -1.067712 1.874768 deficit | D1. | -1.38e-09 2.95e-09 -0.47 0.639 -7.17e-09 4.40e-09 logastos2 | D1. | 1.448648 .1146636 12.63 0.000 1.223911 1.673384 delec | D1. | .024379 .0274796 0.89 0.375 -.02948 .078238 fisdept | D1. | -.6442083 .7724013 -0.83 0.404 -2.158087 .8696705 lpibc | D1. | .9090617 .6314824 1.44 0.150 -.328621 2.146744 ti_r | D1. | -.0167882 .003495 -4.80 0.000 -.0236383 -.009938 _cons | -.1062355 .0261118 -4.07 0.000 -.1574137 -.0550573 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.21 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 = 0.5572 Arellano-Bond dynamic panel-data estimation Number of obs = 1971 Group variable (i): cod_mun Number of groups = 583 Wald chi2(10) = 145.02 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. | .0901143 .0325508 2.77 0.006 .026316 .1539126 logdpl_pc | D1. | -.6898667 1.021119 -0.68 0.499 -2.691222 1.311489 lonbi | D1. | -.6858064 .8229111 -0.83 0.405 -2.298683 .9270697 lopopulat | D1. | 1.352092 1.480028 0.91 0.361 -1.548709 4.252893 deficit | D1. | 4.12e-10 4.99e-09 0.08 0.934 -9.36e-09 1.02e-08 logastos2 | D1. | 1.759539 .2620387 6.71 0.000 1.245952 2.273125 delec | D1. | .1279782 .0604512 2.12 0.034 .009496 .2464603 fisdept | D1. | 5.281282 1.540074 3.43 0.001 2.262793 8.299771 lpibc | D1. | 2.387029 1.468572 1.63 0.104 -.4913195 5.265378 ti_r | D1. | -.0244442 .008377 -2.92 0.004 -.0408628 -.0080257 _cons | -.3129225 .05109 -6.12 0.000 -.4130571 -.2127878 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -8.98 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(10) = 1048.06 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. | .0780596 .0243099 3.21 0.001 .030413 .1257061 logdpl_pc | D1. | -.1041825 .362054 -0.29 0.774 -.8137952 .6054303 lonbi | D1. | .0924166 .2244175 0.41 0.680 -.3474336 .5322667 lopopulat | D1. | .4421874 .614188 0.72 0.472 -.7615989 1.645974 deficit | D1. | -5.81e-09 3.36e-09 -1.73 0.084 -1.24e-08 7.80e-10 logastos2 | D1. | 1.031903 .0866862 11.90 0.000 .8620008 1.201804 delec | D1. | .0281348 .0193474 1.45 0.146 -.0097854 .066055 fisdept | D1. | -2.705191 .4487964 -6.03 0.000 -3.584816 -1.825566 lpibc | D1. | 2.581261 .4027671 6.41 0.000 1.791852 3.37067 ti_r | D1. | .0186708 .0028063 6.65 0.000 .0131706 .0241711 _cons | .0157921 .0162161 0.97 0.330 -.0159908 .047575 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -6.53 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 = 0.3805 Arellano-Bond dynamic panel-data estimation Number of obs = 3485 Group variable (i): cod_mun Number of groups = 836 Wald chi2(10) = 719.15 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. | .0889912 .025728 3.46 0.001 .0385653 .1394172 logdpl_pc | D1. | -2.046462 .5373391 -3.81 0.000 -3.099628 -.9932973 lonbi | D1. | .9809771 .2512568 3.90 0.000 .4885228 1.473431 lopopulat | D1. | -2.154055 .8516301 -2.53 0.011 -3.823219 -.4848904 deficit | D1. | -6.25e-09 5.29e-09 -1.18 0.237 -1.66e-08 4.12e-09 logastos2 | D1. | .8372408 .1162058 7.20 0.000 .6094816 1.065 delec | D1. | .1241701 .0329456 3.77 0.000 .0595978 .1887423 fisdept | D1. | -5.286624 .6251307 -8.46 0.000 -6.511858 -4.061391 lpibc | D1. | 3.550444 .6308003 5.63 0.000 2.314098 4.786789 ti_r | D1. | .0462319 .0046366 9.97 0.000 .0371443 .0553195 _cons | .2398975 .0219029 10.95 0.000 .1969687 .2828263 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.44 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 0.84 Pr > z = 0.4001 Arellano-Bond dynamic panel-data estimation Number of obs = 5554 Group variable (i): cod_mun Number of groups = 873 Wald chi2(10) = 266.11 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. | .1461981 .0256411 5.70 0.000 .0959425 .1964537 logdpl_pc | D1. | -.9338398 .5918038 -1.58 0.115 -2.093754 .2260744 lonbi | D1. | -.1073888 .3341894 -0.32 0.748 -.762388 .5476103 lopopulat | D1. | .6881618 .5351409 1.29 0.198 -.360695 1.737019 deficit | D1. | 1.59e-09 3.34e-09 0.47 0.635 -4.96e-09 8.13e-09 logastos2 | D1. | .0766556 .1330388 0.58 0.564 -.1840957 .3374069 delec | D1. | -.1046016 .023341 -4.48 0.000 -.150349 -.0588541 fisdept | D1. | -1.211318 .6426434 -1.88 0.059 -2.470876 .0482398 lpibc | D1. | 4.786796 .650376 7.36 0.000 3.512082 6.061509 ti_r | D1. | .0126981 .0039913 3.18 0.001 .0048753 .0205209 _cons | -.065411 .0217001 -3.01 0.003 -.1079425 -.0228794 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -11.48 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 2.48 Pr > z = 0.0130 Arellano-Bond dynamic panel-data estimation Number of obs = 1232 Group variable (i): cod_mun Number of groups = 605 Wald chi2(10) = 689.86 Time variable (t): year Obs per group: min = 1 avg = 2.036364 max = 4 One-step results ------------------------------------------------------------------------------ | Robust D.lopersnom2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lopersnom2 | LD. | .0152421 .1120111 0.14 0.892 -.2042957 .2347799 logdpl_pc | D1. | .6621453 .6377239 1.04 0.299 -.5877707 1.912061 lonbi | D1. | -.6938282 .2569333 -2.70 0.007 -1.197408 -.1902483 lopopulat | D1. | -.6706013 1.073417 -0.62 0.532 -2.774459 1.433257 deficit | D1. | -1.25e-09 8.45e-10 -1.47 0.140 -2.90e-09 4.10e-10 logastos2 | D1. | .6439435 .167093 3.85 0.000 .3164473 .9714397 delec | D1. | 1.945124 .0933093 20.85 0.000 1.762241 2.128007 fisdept | D1. | 69.89725 3.331553 20.98 0.000 63.36753 76.42698 lpibc | D1. | -43.52643 1.851884 -23.50 0.000 -47.15605 -39.8968 ti_r | D1. | -.0392382 .0066406 -5.91 0.000 -.0522536 -.0262228 _cons | -.2302922 .0284906 -8.08 0.000 -.2861328 -.1744517 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -3.49 Pr > z = 0.0005 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -2.29 Pr > z = 0.0221 Arellano-Bond dynamic panel-data estimation Number of obs = 11100 Group variable (i): cod_mun Number of groups = 1027 Wald chi2(10) = 907.52 Time variable (t): year Obs per group: min = 1 avg = 10.80818 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.logfunci2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- logfunci2 | LD. | .1537808 .0324232 4.74 0.000 .0902324 .2173292 logdpl_pc | D1. | -.2178365 .1021121 -2.13 0.033 -.4179726 -.0177004 lonbi | D1. | -.1559024 .0620106 -2.51 0.012 -.2774409 -.0343638 lopopulat | D1. | .248193 .0641254 3.87 0.000 .1225094 .3738765 debt_84 | D1. | 1.08e-09 6.12e-10 1.77 0.077 -1.15e-10 2.28e-09 logastos2 | D1. | .476987 .0523746 9.11 0.000 .3743347 .5796393 delec | D1. | .0032397 .004565 0.71 0.478 -.0057074 .0121869 fisdept | D1. | .9929199 .1263452 7.86 0.000 .7452878 1.240552 lpibc | D1. | .4140683 .1759038 2.35 0.019 .0693032 .7588333 ti_r | D1. | .0030526 .0008679 3.52 0.000 .0013515 .0047537 _cons | -.0414229 .0056865 -7.28 0.000 -.0525683 -.0302776 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -11.39 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.28 Pr > z = 0.2021 Arellano-Bond dynamic panel-data estimation Number of obs = 10837 Group variable (i): cod_mun Number of groups = 1025 Wald chi2(10) = 990.98 Time variable (t): year Obs per group: min = 1 avg = 10.57268 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.loggener2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- loggener2 | LD. | .1702497 .0175252 9.71 0.000 .1359009 .2045985 logdpl_pc | D1. | -1.094169 .1874988 -5.84 0.000 -1.46166 -.7266785 lonbi | D1. | -.1905095 .1089945 -1.75 0.080 -.4041347 .0231158 lopopulat | D1. | .1701455 .1391051 1.22 0.221 -.1024955 .4427866 debt_84 | D1. | 3.91e-10 7.25e-10 0.54 0.589 -1.03e-09 1.81e-09 logastos2 | D1. | .7470879 .0552405 13.52 0.000 .6388185 .8553573 delec | D1. | -.0168217 .0090569 -1.86 0.063 -.0345729 .0009294 fisdept | D1. | 1.848772 .2303967 8.02 0.000 1.397203 2.300341 lpibc | D1. | 1.321337 .2644487 5.00 0.000 .8030268 1.839647 ti_r | D1. | .0023145 .0015458 1.50 0.134 -.0007153 .0053443 _cons | -.1267875 .0097719 -12.97 0.000 -.1459401 -.1076349 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -20.98 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 2.34 Pr > z = 0.0191 Arellano-Bond dynamic panel-data estimation Number of obs = 10943 Group variable (i): cod_mun Number of groups = 1026 Wald chi2(10) = 570.35 Time variable (t): year Obs per group: min = 1 avg = 10.66569 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.logperso2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- logperso2 | LD. | .2596373 .0473863 5.48 0.000 .1667618 .3525129 logdpl_pc | D1. | .1718249 .1109524 1.55 0.121 -.0456378 .3892876 lonbi | D1. | -.311891 .0635573 -4.91 0.000 -.4364611 -.1873209 lopopulat | D1. | .2277966 .0653339 3.49 0.000 .0997444 .3558488 debt_84 | D1. | 5.76e-10 8.78e-10 0.66 0.512 -1.15e-09 2.30e-09 logastos2 | D1. | .3359832 .0705816 4.76 0.000 .1976458 .4743207 delec | D1. | .0137893 .0056169 2.45 0.014 .0027804 .0247981 fisdept | D1. | .9763431 .1493543 6.54 0.000 .6836141 1.269072 lpibc | D1. | -.0808168 .2422223 -0.33 0.739 -.5555637 .3939301 ti_r | D1. | .000502 .0011491 0.44 0.662 -.0017502 .0027541 _cons | -.0035086 .0058246 -0.60 0.547 -.0149247 .0079074 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.57 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.32 Pr > z = 0.1875 Arellano-Bond dynamic panel-data estimation Number of obs = 1201 Group variable (i): cod_mun Number of groups = 589 Wald chi2(9) = 648.72 Time variable (t): year Obs per group: min = 1 avg = 2.039049 max = 4 One-step results ------------------------------------------------------------------------------ | Robust D. | lopersinel2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lopersinel2 | LD. | .203926 .0666658 3.06 0.002 .0732634 .3345886 logdpl_pc | D1. | 2.894907 .7917634 3.66 0.000 1.343079 4.446734 lonbi | D1. | .1597297 .3315995 0.48 0.630 -.4901934 .8096528 lopopulat | D1. | 1.090941 1.312003 0.83 0.406 -1.480538 3.66242 debt_84 | D1. | 1.76e-09 1.63e-09 1.08 0.282 -1.44e-09 4.95e-09 logastos2 | D1. | .5826339 .2155155 2.70 0.007 .1602312 1.005036 delec | D1. | 3.853568 .4164309 9.25 0.000 3.037378 4.669757 fisdept | D1. | (dropped) lpibc | D1. | -5.35276 1.485315 -3.60 0.000 -8.263923 -2.441596 ti_r | D1. | .9042895 .0889235 10.17 0.000 .7300026 1.078576 _cons | 2.553604 .2604245 9.81 0.000 2.043181 3.064027 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -6.44 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 = 0.4780 Arellano-Bond dynamic panel-data estimation Number of obs = 9627 Group variable (i): cod_mun Number of groups = 1015 Wald chi2(10) = 178.04 Time variable (t): year Obs per group: min = 1 avg = 9.484729 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.lotransf2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lotransf2 | LD. | .1724895 .0204902 8.42 0.000 .1323295 .2126495 logdpl_pc | D1. | .3091892 .3755739 0.82 0.410 -.4269221 1.0453 lonbi | D1. | .2629228 .2021951 1.30 0.193 -.1333722 .6592179 lopopulat | D1. | .9448469 .2364838 4.00 0.000 .4813471 1.408347 debt_84 | D1. | -1.02e-09 1.93e-09 -0.53 0.595 -4.80e-09 2.75e-09 logastos2 | D1. | .4009098 .0889755 4.51 0.000 .226521 .5752985 delec | D1. | -.0153243 .016599 -0.92 0.356 -.0478577 .0172091 fisdept | D1. | -.2525483 .5036705 -0.50 0.616 -1.239724 .7346278 lpibc | D1. | .5271836 .6689445 0.79 0.431 -.7839235 1.838291 ti_r | D1. | .0084778 .0033206 2.55 0.011 .0019695 .0149861 _cons | -.0809826 .027756 -2.92 0.004 -.1353833 -.0265819 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -19.50 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.08 Pr > z = 0.2817 Arellano-Bond dynamic panel-data estimation Number of obs = 763 Group variable (i): cod_mun Number of groups = 318 Wald chi2(10) = 81.82 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. | .1964816 .1191194 1.65 0.099 -.0369881 .4299514 logdpl_pc | D1. | -1.206902 1.228747 -0.98 0.326 -3.615201 1.201397 lonbi | D1. | -.2238137 1.326677 -0.17 0.866 -2.824052 2.376425 lopopulat | D1. | .8608928 2.384944 0.36 0.718 -3.813512 5.535298 debt_84 | D1. | -1.66e-08 2.06e-08 -0.81 0.419 -5.70e-08 2.37e-08 logastos2 | D1. | .3907035 .2589171 1.51 0.131 -.1167648 .8981718 delec | D1. | -.3511563 .0786666 -4.46 0.000 -.5053399 -.1969727 fisdept | D1. | -10.44638 3.82097 -2.73 0.006 -17.93534 -2.957412 lpibc | D1. | -13.11586 5.717812 -2.29 0.022 -24.32256 -1.909155 ti_r | D1. | .0611851 .0145492 4.21 0.000 .0326692 .0897009 _cons | .290026 .2267793 1.28 0.201 -.1544533 .7345053 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -3.62 Pr > z = 0.0003 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.98 Pr > z = 0.0479 Arellano-Bond dynamic panel-data estimation Number of obs = 4807 Group variable (i): cod_mun Number of groups = 502 Wald chi2(10) = 92.73 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. | -.0222563 .0838441 -0.27 0.791 -.1865878 .1420751 logdpl_pc | D1. | 2.954661 1.357509 2.18 0.030 .2939928 5.61533 lonbi | D1. | -.4213943 .851972 -0.49 0.621 -2.091229 1.24844 lopopulat | D1. | 1.775288 .6621786 2.68 0.007 .4774421 3.073135 debt_84 | D1. | 3.09e-08 2.42e-08 1.28 0.201 -1.65e-08 7.84e-08 logastos2 | D1. | .1897965 .1754208 1.08 0.279 -.154022 .533615 delec | D1. | .2179027 .0358771 6.07 0.000 .1475849 .2882204 fisdept | D1. | 4.496601 .8345768 5.39 0.000 2.860861 6.132342 lpibc | D1. | -4.423382 1.327061 -3.33 0.001 -7.024375 -1.822389 ti_r | D1. | .0334791 .0066293 5.05 0.000 .0204858 .0464723 _cons | -.0469617 .0693371 -0.68 0.498 -.1828599 .0889364 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -2.68 Pr > z = 0.0073 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -1.36 Pr > z = 0.1725 Arellano-Bond dynamic panel-data estimation Number of obs = 10489 Group variable (i): cod_mun Number of groups = 1024 Wald chi2(10) = 2889.77 Time variable (t): year Obs per group: min = 1 avg = 10.24316 max = 16 One-step results ------------------------------------------------------------------------------ | Robust D.loinvers2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- loinvers2 | LD. | .1428216 .0146305 9.76 0.000 .1141464 .1714968 logdpl_pc | D1. | .9590932 .1728909 5.55 0.000 .6202332 1.297953 lonbi | D1. | .3775755 .0932967 4.05 0.000 .1947172 .5604337 lopopulat | D1. | -.0027425 .1097902 -0.02 0.980 -.2179274 .2124424 debt_84 | D1. | -2.22e-09 1.77e-09 -1.26 0.209 -5.69e-09 1.24e-09 logastos2 | D1. | 1.340447 .0430943 31.10 0.000 1.255984 1.424911 delec | D1. | .0485962 .0082385 5.90 0.000 .0324491 .0647434 fisdept | D1. | .8133324 .2079189 3.91 0.000 .4058189 1.220846 lpibc | D1. | -.2788615 .1880234 -1.48 0.138 -.6473805 .0896575 ti_r | D1. | -.0127594 .0014047 -9.08 0.000 -.0155125 -.0100063 _cons | .0017239 .0066534 0.26 0.796 -.0113166 .0147644 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -10.50 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -0.48 Pr > z = 0.6313 Arellano-Bond dynamic panel-data estimation Number of obs = 2861 Group variable (i): cod_mun Number of groups = 617 Wald chi2(10) = 417.71 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. | .0571748 .0301383 1.90 0.058 -.0018951 .1162447 logdpl_pc | D1. | 1.039862 .4381735 2.37 0.018 .1810579 1.898667 lonbi | D1. | -.4713037 .3197784 -1.47 0.141 -1.098058 .1554505 lopopulat | D1. | 2.909752 .8359575 3.48 0.001 1.271305 4.548199 debt_84 | D1. | -3.36e-09 9.68e-10 -3.47 0.001 -5.26e-09 -1.47e-09 logastos2 | D1. | 1.822741 .1232198 14.79 0.000 1.581235 2.064248 delec | D1. | -.0227165 .027546 -0.82 0.410 -.0767057 .0312726 fisdept | D1. | 2.575941 .784293 3.28 0.001 1.038755 4.113127 lpibc | D1. | -3.48723 .6643586 -5.25 0.000 -4.789349 -2.185111 ti_r | D1. | -.031604 .0038096 -8.30 0.000 -.0390706 -.0241373 _cons | -.1078762 .0275506 -3.92 0.000 -.1618744 -.053878 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.68 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -1.26 Pr > z = 0.2068 Arellano-Bond dynamic panel-data estimation Number of obs = 3734 Group variable (i): cod_mun Number of groups = 862 Wald chi2(10) = 522.66 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. | .0707677 .0271018 2.61 0.009 .0176492 .1238862 logdpl_pc | D1. | .9544697 .4293855 2.22 0.026 .1128896 1.79605 lonbi | D1. | -.7104581 .3020337 -2.35 0.019 -1.302433 -.1184828 lopopulat | D1. | 2.615724 .789873 3.31 0.001 1.067602 4.163847 debt_84 | D1. | -6.81e-09 3.58e-09 -1.90 0.057 -1.38e-08 2.02e-10 logastos2 | D1. | 1.957959 .1151289 17.01 0.000 1.732311 2.183608 delec | D1. | -.0422701 .0248625 -1.70 0.089 -.0909996 .0064595 fisdept | D1. | 3.038904 .7633846 3.98 0.000 1.542698 4.53511 lpibc | D1. | -2.952172 .6247755 -4.73 0.000 -4.176709 -1.727634 ti_r | D1. | -.0328513 .0035215 -9.33 0.000 -.0397532 -.0259493 _cons | -.1424271 .0252283 -5.65 0.000 -.1918737 -.0929804 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -11.10 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -2.00 Pr > z = 0.0456 Arellano-Bond dynamic panel-data estimation Number of obs = 2986 Group variable (i): cod_mun Number of groups = 655 Wald chi2(10) = 390.21 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. | .1163915 .0295138 3.94 0.000 .0585454 .1742375 logdpl_pc | D1. | -.0967066 .4534278 -0.21 0.831 -.9854087 .7919956 lonbi | D1. | -.3559166 .3008187 -1.18 0.237 -.9455104 .2336772 lopopulat | D1. | -.1444242 .7314608 -0.20 0.843 -1.578061 1.289213 debt_84 | D1. | -1.79e-08 3.02e-09 -5.94 0.000 -2.39e-08 -1.20e-08 logastos2 | D1. | 1.49877 .1140821 13.14 0.000 1.275173 1.722367 delec | D1. | .0154676 .0262063 0.59 0.555 -.0358958 .066831 fisdept | D1. | -.550251 .7739391 -0.71 0.477 -2.067144 .9666417 lpibc | D1. | 1.132082 .6204901 1.82 0.068 -.0840563 2.34822 ti_r | D1. | -.016941 .0035564 -4.76 0.000 -.0239113 -.0099707 _cons | -.1169352 .0270901 -4.32 0.000 -.1700308 -.0638397 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.20 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 0.12 Pr > z = 0.9064 Arellano-Bond dynamic panel-data estimation Number of obs = 1971 Group variable (i): cod_mun Number of groups = 583 Wald chi2(10) = 143.25 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. | .0883744 .0325293 2.72 0.007 .0246182 .1521306 logdpl_pc | D1. | -.5457764 1.031635 -0.53 0.597 -2.567743 1.476191 lonbi | D1. | -.6218332 .8213092 -0.76 0.449 -2.23157 .9879032 lopopulat | D1. | 1.357541 1.486567 0.91 0.361 -1.556076 4.271159 debt_84 | D1. | -5.54e-10 1.77e-09 -0.31 0.755 -4.03e-09 2.92e-09 logastos2 | D1. | 1.68832 .2616882 6.45 0.000 1.175421 2.20122 delec | D1. | .1281289 .0600759 2.13 0.033 .0103822 .2458755 fisdept | D1. | 5.103998 1.545354 3.30 0.001 2.075161 8.132835 lpibc | D1. | 2.443855 1.463061 1.67 0.095 -.4236909 5.311402 ti_r | D1. | -.0248453 .0083811 -2.96 0.003 -.0412719 -.0084186 _cons | -.305911 .0507817 -6.02 0.000 -.4054413 -.2063807 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.02 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -1.86 Pr > z = 0.0634 Arellano-Bond dynamic panel-data estimation Number of obs = 3778 Group variable (i): cod_mun Number of groups = 862 Wald chi2(10) = 1056.76 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. | .0807912 .024402 3.31 0.001 .0329641 .1286183 logdpl_pc | D1. | -.0401443 .3686492 -0.11 0.913 -.7626836 .6823949 lonbi | D1. | .0823993 .223789 0.37 0.713 -.3562191 .5210178 lopopulat | D1. | .3303843 .6104366 0.54 0.588 -.8660495 1.526818 debt_84 | D1. | -5.14e-09 1.72e-09 -2.99 0.003 -8.51e-09 -1.77e-09 logastos2 | D1. | 1.051776 .0863752 12.18 0.000 .8824839 1.221068 delec | D1. | .0258508 .0193725 1.33 0.182 -.0121187 .0638203 fisdept | D1. | -2.725181 .4459258 -6.11 0.000 -3.59918 -1.851183 lpibc | D1. | 2.534074 .406275 6.24 0.000 1.737789 3.330358 ti_r | D1. | .0186809 .0028099 6.65 0.000 .0131736 .0241882 _cons | .0128407 .0161185 0.80 0.426 -.0187511 .0444324 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -6.56 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 0.99 Pr > z = 0.3245 Arellano-Bond dynamic panel-data estimation Number of obs = 3485 Group variable (i): cod_mun Number of groups = 836 Wald chi2(10) = 718.79 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. | .089335 .0259881 3.44 0.001 .0383992 .1402708 logdpl_pc | D1. | -2.058832 .541333 -3.80 0.000 -3.119825 -.9978389 lonbi | D1. | .9552592 .2482532 3.85 0.000 .4686919 1.441826 lopopulat | D1. | -2.181822 .8649536 -2.52 0.012 -3.877099 -.4865436 debt_84 | D1. | -1.68e-09 2.30e-09 -0.73 0.465 -6.19e-09 2.83e-09 logastos2 | D1. | .8540217 .1164504 7.33 0.000 .6257831 1.08226 delec | D1. | .1232399 .0328886 3.75 0.000 .0587795 .1877003 fisdept | D1. | -5.284768 .628115 -8.41 0.000 -6.515851 -4.053686 lpibc | D1. | 3.545456 .628487 5.64 0.000 2.313644 4.777268 ti_r | D1. | .046369 .0046311 10.01 0.000 .0372922 .0554458 _cons | .2367467 .0219569 10.78 0.000 .193712 .2797813 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.43 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 = 0.3978 Arellano-Bond dynamic panel-data estimation Number of obs = 5554 Group variable (i): cod_mun Number of groups = 873 Wald chi2(10) = 266.12 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. | .1469455 .0257107 5.72 0.000 .0965534 .1973376 logdpl_pc | D1. | -.9776446 .5870826 -1.67 0.096 -2.128305 .1730162 lonbi | D1. | -.1042997 .3336611 -0.31 0.755 -.7582635 .5496641 lopopulat | D1. | .6881846 .5371074 1.28 0.200 -.3645265 1.740896 debt_84 | D1. | 8.67e-10 1.38e-09 0.63 0.531 -1.85e-09 3.58e-09 logastos2 | D1. | .06782 .1312754 0.52 0.605 -.189475 .3251151 delec | D1. | -.1043962 .0233635 -4.47 0.000 -.1501878 -.0586046 fisdept | D1. | -1.222464 .6431117 -1.90 0.057 -2.48294 .0380114 lpibc | D1. | 4.81012 .6479603 7.42 0.000 3.540141 6.080099 ti_r | D1. | .0126988 .0039966 3.18 0.001 .0048655 .020532 _cons | -.0646007 .0216651 -2.98 0.003 -.1070635 -.022138 ------------------------------------------------------------------------------ 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 = 2.50 Pr > z = 0.0124 Arellano-Bond dynamic panel-data estimation Number of obs = 1232 Group variable (i): cod_mun Number of groups = 605 Wald chi2(10) = 722.55 Time variable (t): year Obs per group: min = 1 avg = 2.036364 max = 4 One-step results ------------------------------------------------------------------------------ | Robust D.lopersnom2 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lopersnom2 | LD. | .0140397 .1146844 0.12 0.903 -.2107375 .238817 logdpl_pc | D1. | .6469025 .6413245 1.01 0.313 -.6100704 1.903875 lonbi | D1. | -.6986592 .2576869 -2.71 0.007 -1.203716 -.1936022 lopopulat | D1. | -.6643559 1.094749 -0.61 0.544 -2.810024 1.481312 debt_84 | D1. | -3.98e-09 1.30e-09 -3.06 0.002 -6.53e-09 -1.43e-09 logastos2 | D1. | .6300409 .1685881 3.74 0.000 .2996144 .9604675 delec | D1. | 1.932511 .0925063 20.89 0.000 1.751202 2.11382 fisdept | D1. | 69.58486 3.296876 21.11 0.000 63.12311 76.04662 lpibc | D1. | -43.34642 1.838161 -23.58 0.000 -46.94915 -39.74369 ti_r | D1. | -.0398159 .006654 -5.98 0.000 -.0528574 -.0267743 _cons | -.2320917 .028476 -8.15 0.000 -.2879036 -.1762798 ------------------------------------------------------------------------------ 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 = -2.11 Pr > z = 0.0350 Arellano-Bond dynamic panel-data estimation Number of obs = 7783 Group variable (i): cod_mun Number of groups = 989 Wald chi2(11) = 678.90 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. | .1084595 .0353552 3.07 0.002 .0391647 .1777543 logdpl_pc | D1. | -.14084 .1261156 -1.12 0.264 -.388022 .106342 lonbi | D1. | -.3116228 .0663886 -4.69 0.000 -.4417421 -.1815035 lopopulat | D1. | .3423344 .0904482 3.78 0.000 .1650593 .5196096 deficit | D1. | 2.04e-09 1.43e-09 1.42 0.154 -7.67e-10 4.85e-09 logastos2 | D1. | .5329514 .0645403 8.26 0.000 .4064547 .659448 delec | D1. | .0023051 .0054675 0.42 0.673 -.0084109 .0130211 fisdept | D1. | .9654599 .1491972 6.47 0.000 .6730388 1.257881 lovgan_loc | D1. | .0664167 .0177099 3.75 0.000 .031706 .1011274 lpibc | D1. | .2322093 .2122894 1.09 0.274 -.1838702 .6482888 ti_r | D1. | .0042666 .0010174 4.19 0.000 .0022726 .0062606 _cons | -.0485172 .0068747 -7.06 0.000 -.0619913 -.0350431 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -9.67 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.18 Pr > z = 0.2397 Arellano-Bond dynamic panel-data estimation Number of obs = 7606 Group variable (i): cod_mun Number of groups = 984 Wald chi2(11) = 775.58 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. | .1649281 .0207177 7.96 0.000 .1243222 .2055341 logdpl_pc | D1. | -.7314836 .2280171 -3.21 0.001 -1.178389 -.2845783 lonbi | D1. | -.1282087 .1174385 -1.09 0.275 -.358384 .1019667 lopopulat | D1. | .2705848 .2147506 1.26 0.208 -.1503186 .6914883 deficit | D1. | 8.86e-10 8.38e-10 1.06 0.290 -7.56e-10 2.53e-09 logastos2 | D1. | .9279652 .0645617 14.37 0.000 .8014265 1.054504 delec | D1. | -.0125916 .0105126 -1.20 0.231 -.0331959 .0080126 fisdept | D1. | 2.195502 .2777954 7.90 0.000 1.651033 2.739971 lovgan_loc | D1. | .138171 .0304281 4.54 0.000 .0785329 .197809 lpibc | D1. | .6202304 .3105084 2.00 0.046 .0116452 1.228816 ti_r | D1. | .0044125 .0018878 2.34 0.019 .0007126 .0081125 _cons | -.1343185 .0112304 -11.96 0.000 -.1563296 -.1123073 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -18.85 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 = 0.1951 Arellano-Bond dynamic panel-data estimation Number of obs = 7659 Group variable (i): cod_mun Number of groups = 987 Wald chi2(11) = 364.04 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. | .236986 .0577208 4.11 0.000 .1238552 .3501168 logdpl_pc | D1. | .5856222 .146023 4.01 0.000 .2994224 .871822 lonbi | D1. | -.3191588 .0733749 -4.35 0.000 -.4629709 -.1753467 lopopulat | D1. | .4243069 .1110818 3.82 0.000 .2065907 .6420232 deficit | D1. | 8.69e-11 6.73e-10 0.13 0.897 -1.23e-09 1.41e-09 logastos2 | D1. | .3757995 .0981381 3.83 0.000 .1834523 .5681467 delec | D1. | .0296095 .0075504 3.92 0.000 .014811 .044408 fisdept | D1. | 1.066118 .195467 5.45 0.000 .6830101 1.449227 lovgan_loc | D1. | .0242785 .0198228 1.22 0.221 -.0145736 .0631305 lpibc | D1. | -.2977426 .3199335 -0.93 0.352 -.9248008 .3293156 ti_r | D1. | .000534 .0014241 0.37 0.708 -.0022571 .0033251 _cons | -.0026658 .0071113 -0.37 0.708 -.0166036 .011272 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -8.16 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 = 0.3979 Arellano-Bond dynamic panel-data estimation Number of obs = 1095 Group variable (i): cod_mun Number of groups = 535 Wald chi2(10) = 573.06 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. | .1630243 .0666151 2.45 0.014 .0324612 .2935875 logdpl_pc | D1. | 3.028426 .89398 3.39 0.001 1.276258 4.780595 lonbi | D1. | .2130736 .3554298 0.60 0.549 -.4835559 .9097031 lopopulat | D1. | 1.939345 1.332055 1.46 0.145 -.6714352 4.550126 deficit | D1. | 9.04e-10 1.09e-09 0.83 0.409 -1.24e-09 3.05e-09 logastos2 | D1. | .7427137 .2242719 3.31 0.001 .3031489 1.182279 delec | D1. | 3.464486 .4538535 7.63 0.000 2.574949 4.354022 fisdept | D1. | (dropped) lovgan_loc | D1. | .1193776 .1043321 1.14 0.253 -.0851095 .3238646 lpibc | D1. | -4.49771 1.598239 -2.81 0.005 -7.630201 -1.36522 ti_r | D1. | .8220431 .0958349 8.58 0.000 .6342102 1.009876 _cons | 2.327417 .2775131 8.39 0.000 1.783502 2.871333 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -6.05 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -1.05 Pr > z = 0.2951 Arellano-Bond dynamic panel-data estimation Number of obs = 6613 Group variable (i): cod_mun Number of groups = 975 Wald chi2(11) = 100.39 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. | .1519947 .0251801 6.04 0.000 .1026427 .2013468 logdpl_pc | D1. | -.7095128 .4869381 -1.46 0.145 -1.663894 .2448683 lonbi | D1. | -.1207712 .2487524 -0.49 0.627 -.608317 .3667745 lopopulat | D1. | .1493721 .3147735 0.47 0.635 -.4675726 .7663168 deficit | D1. | 5.43e-10 1.39e-09 0.39 0.697 -2.19e-09 3.27e-09 logastos2 | D1. | .2257363 .1093702 2.06 0.039 .0113745 .440098 delec | D1. | -.0736123 .0229788 -3.20 0.001 -.1186499 -.0285747 fisdept | D1. | -1.660942 .6118533 -2.71 0.007 -2.860152 -.4617316 lovgan_loc | D1. | -.0862152 .0644838 -1.34 0.181 -.2126011 .0401707 lpibc | D1. | 1.111796 .7759436 1.43 0.152 -.4090254 2.632617 ti_r | D1. | .0099299 .00424 2.34 0.019 .0016197 .0182402 _cons | -.0826307 .0321321 -2.57 0.010 -.1456084 -.0196529 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -16.69 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 0.66 Pr > z = 0.5113 Arellano-Bond dynamic panel-data estimation Number of obs = 705 Group variable (i): cod_mun Number of groups = 297 Wald chi2(11) = 72.12 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. | .1220023 .1007704 1.21 0.226 -.075504 .3195086 logdpl_pc | D1. | -1.25778 1.289155 -0.98 0.329 -3.784476 1.268917 lonbi | D1. | .1827775 1.235255 0.15 0.882 -2.238277 2.603832 lopopulat | D1. | 1.250446 2.346629 0.53 0.594 -3.348863 5.849754 deficit | D1. | -5.66e-09 7.20e-09 -0.79 0.432 -1.98e-08 8.45e-09 logastos2 | D1. | .4266527 .2912586 1.46 0.143 -.1442037 .9975091 delec | D1. | -.3541055 .0784021 -4.52 0.000 -.5077709 -.2004401 fisdept | D1. | -12.20473 4.610172 -2.65 0.008 -21.2405 -3.168958 lovgan_loc | D1. | .1207277 .2101931 0.57 0.566 -.2912432 .5326986 lpibc | D1. | -13.79937 6.186359 -2.23 0.026 -25.92441 -1.674332 ti_r | D1. | .0555743 .016055 3.46 0.001 .0241071 .0870416 _cons | .3438224 .2405642 1.43 0.153 -.1276749 .8153196 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -4.19 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 1.62 Pr > z = 0.1056 Arellano-Bond dynamic panel-data estimation Number of obs = 3305 Group variable (i): cod_mun Number of groups = 487 Wald chi2(11) = 105.33 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. | -.0446074 .0902462 -0.49 0.621 -.2214867 .1322718 logdpl_pc | D1. | 2.37808 1.093818 2.17 0.030 .2342362 4.521923 lonbi | D1. | -.5333438 1.039914 -0.51 0.608 -2.571538 1.50485 lopopulat | D1. | 1.361842 .7426486 1.83 0.067 -.093723 2.817406 deficit | D1. | 4.04e-08 2.85e-08 1.42 0.157 -1.55e-08 9.63e-08 logastos2 | D1. | .1799666 .2213735 0.81 0.416 -.2539175 .6138507 delec | D1. | .1861841 .0445892 4.18 0.000 .098791 .2735773 fisdept | D1. | 3.29087 .9529507 3.45 0.001 1.423121 5.158619 lovgan_loc | D1. | -.2617881 .1696548 -1.54 0.123 -.5943053 .0707291 lpibc | D1. | -4.737526 1.593151 -2.97 0.003 -7.860045 -1.615007 ti_r | D1. | .0419882 .0071016 5.91 0.000 .0280694 .055907 _cons | -.0475105 .0880814 -0.54 0.590 -.220147 .1251259 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -2.32 Pr > z = 0.0206 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -1.07 Pr > z = 0.2825 Arellano-Bond dynamic panel-data estimation Number of obs = 7647 Group variable (i): cod_mun Number of groups = 986 Wald chi2(11) = 2760.24 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. | .0959853 .0189776 5.06 0.000 .0587898 .1331807 logdpl_pc | D1. | .3132898 .2205961 1.42 0.156 -.1190705 .7456501 lonbi | D1. | .4336868 .0926089 4.68 0.000 .2521768 .6151969 lopopulat | D1. | .085159 .1275757 0.67 0.504 -.1648848 .3352028 deficit | D1. | -2.68e-09 2.10e-09 -1.28 0.202 -6.81e-09 1.44e-09 logastos2 | D1. | 1.316545 .0458928 28.69 0.000 1.226596 1.406493 delec | D1. | .0115033 .0067899 1.69 0.090 -.0018045 .0248112 fisdept | D1. | .3165314 .1955384 1.62 0.105 -.0667168 .6997796 lovgan_loc | D1. | .0098375 .0208495 0.47 0.637 -.0310268 .0507018 lpibc | D1. | -.6048205 .2194554 -2.76 0.006 -1.034945 -.1746959 ti_r | D1. | -.0040736 .0011705 -3.48 0.001 -.0063678 -.0017794 _cons | .0251477 .0063063 3.99 0.000 .0127875 .0375079 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -6.01 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 = 0.0471 Arellano-Bond dynamic panel-data estimation Number of obs = 2616 Group variable (i): cod_mun Number of groups = 576 Wald chi2(11) = 406.50 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. | .0494472 .030033 1.65 0.100 -.0094164 .1083108 logdpl_pc | D1. | 1.310781 .4963917 2.64 0.008 .3378706 2.28369 lonbi | D1. | -.2890784 .3089173 -0.94 0.349 -.8945451 .3163884 lopopulat | D1. | 2.721167 .7972628 3.41 0.001 1.158561 4.283774 deficit | D1. | -4.69e-09 2.65e-09 -1.77 0.077 -9.88e-09 5.02e-10 logastos2 | D1. | 1.742326 .1286448 13.54 0.000 1.490187 1.994465 delec | D1. | -.020708 .0279287 -0.74 0.458 -.0754473 .0340313 fisdept | D1. | 2.521354 .8277286 3.05 0.002 .8990359 4.143672 lovgan_loc | D1. | .1507628 .0766548 1.97 0.049 .0005221 .3010036 lpibc | D1. | -3.692133 .6978469 -5.29 0.000 -5.059888 -2.324378 ti_r | D1. | -.0317628 .0041399 -7.67 0.000 -.0398769 -.0236487 _cons | -.077078 .0290409 -2.65 0.008 -.1339972 -.0201588 ------------------------------------------------------------------------------ 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 = -1.06 Pr > z = 0.2905 Arellano-Bond dynamic panel-data estimation Number of obs = 3409 Group variable (i): cod_mun Number of groups = 804 Wald chi2(11) = 484.57 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. | .0597522 .0279176 2.14 0.032 .0050347 .1144698 logdpl_pc | D1. | .9492858 .4752156 2.00 0.046 .0178803 1.880691 lonbi | D1. | -.3841795 .2921385 -1.32 0.188 -.9567605 .1884015 lopopulat | D1. | 2.597577 .7911656 3.28 0.001 1.046921 4.148233 deficit | D1. | -7.11e-09 5.09e-09 -1.40 0.163 -1.71e-08 2.87e-09 logastos2 | D1. | 1.815878 .1229928 14.76 0.000 1.574816 2.056939 delec | D1. | -.0412353 .0254569 -1.62 0.105 -.0911298 .0086592 fisdept | D1. | 2.737477 .7939452 3.45 0.001 1.181373 4.293581 lovgan_loc | D1. | .1455794 .0722481 2.01 0.044 .0039757 .287183 lpibc | D1. | -2.997196 .662044 -4.53 0.000 -4.294779 -1.699614 ti_r | D1. | -.0327335 .003805 -8.60 0.000 -.0401913 -.0252758 _cons | -.1044155 .0270903 -3.85 0.000 -.1575115 -.0513194 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -10.73 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 = 2723 Group variable (i): cod_mun Number of groups = 617 Wald chi2(11) = 306.81 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. | .1169236 .0309111 3.78 0.000 .056339 .1775082 logdpl_pc | D1. | -.1601564 .577171 -0.28 0.781 -1.291391 .971078 lonbi | D1. | -.1736587 .2763228 -0.63 0.530 -.7152415 .3679241 lopopulat | D1. | .157204 .7416292 0.21 0.832 -1.296363 1.610771 deficit | D1. | -5.16e-10 2.62e-09 -0.20 0.844 -5.66e-09 4.62e-09 logastos2 | D1. | 1.372226 .1155922 11.87 0.000 1.14567 1.598783 delec | D1. | .023189 .0288455 0.80 0.421 -.0333471 .0797251 fisdept | D1. | -1.262505 .8307869 -1.52 0.129 -2.890818 .3658073 lovgan_loc | D1. | -.0049283 .0732483 -0.07 0.946 -.1484924 .1386359 lpibc | D1. | 1.111126 .6700518 1.66 0.097 -.2021509 2.424404 ti_r | D1. | -.0181635 .0036903 -4.92 0.000 -.0253964 -.0109306 _cons | -.0906304 .02695 -3.36 0.001 -.1434515 -.0378094 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -8.74 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 = 0.4769 Arellano-Bond dynamic panel-data estimation Number of obs = 1781 Group variable (i): cod_mun Number of groups = 537 Wald chi2(11) = 144.07 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. | .0809132 .0352838 2.29 0.022 .0117582 .1500683 logdpl_pc | D1. | -1.800949 1.158297 -1.55 0.120 -4.071168 .4692706 lonbi | D1. | -.5610564 .8697557 -0.65 0.519 -2.265746 1.143633 lopopulat | D1. | .8215681 1.53909 0.53 0.593 -2.194993 3.83813 deficit | D1. | 3.70e-10 4.94e-09 0.07 0.940 -9.31e-09 1.01e-08 logastos2 | D1. | 1.932858 .2897237 6.67 0.000 1.36501 2.500706 delec | D1. | .1428939 .0630686 2.27 0.023 .0192818 .2665061 fisdept | D1. | 5.828842 1.645659 3.54 0.000 2.60341 9.054273 lovgan_loc | D1. | -.1229095 .1724716 -0.71 0.476 -.4609476 .2151287 lpibc | D1. | 3.164218 1.571079 2.01 0.044 .0849593 6.243476 ti_r | D1. | -.0263137 .0088158 -2.98 0.003 -.0435924 -.0090351 _cons | -.343596 .0578628 -5.94 0.000 -.4570051 -.2301869 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -8.16 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -2.17 Pr > z = 0.0297 Arellano-Bond dynamic panel-data estimation Number of obs = 3438 Group variable (i): cod_mun Number of groups = 801 Wald chi2(11) = 930.53 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. | .0825429 .0285728 2.89 0.004 .0265412 .1385446 logdpl_pc | D1. | -.0743531 .446174 -0.17 0.868 -.9488381 .800132 lonbi | D1. | .2086229 .1993617 1.05 0.295 -.1821189 .5993647 lopopulat | D1. | .5640928 .5982433 0.94 0.346 -.6084425 1.736628 deficit | D1. | -5.68e-09 3.26e-09 -1.74 0.082 -1.21e-08 7.18e-10 logastos2 | D1. | 1.055335 .109651 9.62 0.000 .8404229 1.270247 delec | D1. | .018011 .0203318 0.89 0.376 -.0218385 .0578606 fisdept | D1. | -2.775124 .4878476 -5.69 0.000 -3.731288 -1.81896 lovgan_loc | D1. | -.0027839 .0537248 -0.05 0.959 -.1080825 .1025147 lpibc | D1. | 2.471522 .4295861 5.75 0.000 1.629549 3.313495 ti_r | D1. | .018754 .0029953 6.26 0.000 .0128833 .0246246 _cons | .0159619 .0175033 0.91 0.362 -.0183439 .0502677 ------------------------------------------------------------------------------ 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 = 1.01 Pr > z = 0.3119 Arellano-Bond dynamic panel-data estimation Number of obs = 3163 Group variable (i): cod_mun Number of groups = 773 Wald chi2(11) = 644.98 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. | .0785231 .0284455 2.76 0.006 .0227709 .1342753 logdpl_pc | D1. | -2.042616 .6107623 -3.34 0.001 -3.239688 -.8455435 lonbi | D1. | .8564398 .2433124 3.52 0.000 .3795562 1.333323 lopopulat | D1. | -2.054719 .8228766 -2.50 0.013 -3.667527 -.4419103 deficit | D1. | -6.39e-09 5.42e-09 -1.18 0.238 -1.70e-08 4.23e-09 logastos2 | D1. | .8738049 .1445728 6.04 0.000 .5904474 1.157162 delec | D1. | .1299376 .0343649 3.78 0.000 .0625835 .1972916 fisdept | D1. | -5.336579 .6800238 -7.85 0.000 -6.669401 -4.003757 lovgan_loc | D1. | .0262751 .0871079 0.30 0.763 -.1444532 .1970035 lpibc | D1. | 3.508879 .6679341 5.25 0.000 2.199752 4.818006 ti_r | D1. | .046824 .0048526 9.65 0.000 .0373131 .0563348 _cons | .234548 .0228079 10.28 0.000 .1898453 .2792507 ------------------------------------------------------------------------------ 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 = 1.05 Pr > z = 0.2957 Arellano-Bond dynamic panel-data estimation Number of obs = 4494 Group variable (i): cod_mun Number of groups = 824 Wald chi2(11) = 202.66 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. | .1310502 .0293994 4.46 0.000 .0734285 .1886719 logdpl_pc | D1. | -.9870908 .7097245 -1.39 0.164 -2.378125 .4039437 lonbi | D1. | .0102481 .3176915 0.03 0.974 -.6124158 .632912 lopopulat | D1. | .6490972 .6047654 1.07 0.283 -.5362211 1.834416 deficit | D1. | 1.85e-09 3.42e-09 0.54 0.588 -4.85e-09 8.56e-09 logastos2 | D1. | .044994 .1490577 0.30 0.763 -.2471537 .3371416 delec | D1. | -.1412213 .025885 -5.46 0.000 -.1919549 -.0904876 fisdept | D1. | -2.62784 .7133754 -3.68 0.000 -4.02603 -1.22965 lovgan_loc | D1. | -.04269 .0736789 -0.58 0.562 -.1870979 .1017179 lpibc | D1. | 4.224206 .7461936 5.66 0.000 2.761693 5.686719 ti_r | D1. | .0123064 .0043478 2.83 0.005 .0037849 .0208279 _cons | -.0491313 .0241799 -2.03 0.042 -.0965229 -.0017397 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -10.06 Pr > z = 0.0000 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = 2.34 Pr > z = 0.0193 Arellano-Bond dynamic panel-data estimation Number of obs = 1124 Group variable (i): cod_mun Number of groups = 551 Wald chi2(11) = 629.30 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. | -.0133776 .10874 -0.12 0.902 -.2265041 .1997489 logdpl_pc | D1. | .5723937 .7068404 0.81 0.418 -.8129881 1.957775 lonbi | D1. | -.8311625 .2759508 -3.01 0.003 -1.372016 -.2903089 lopopulat | D1. | -.2356378 1.045926 -0.23 0.822 -2.285616 1.81434 deficit | D1. | -1.14e-09 8.16e-10 -1.40 0.162 -2.74e-09 4.57e-10 logastos2 | D1. | .7005625 .148198 4.73 0.000 .4100998 .9910252 delec | D1. | 1.960777 .101558 19.31 0.000 1.761727 2.159827 fisdept | D1. | 71.06997 3.571308 19.90 0.000 64.07034 78.06961 lovgan_loc | D1. | .0160905 .0798135 0.20 0.840 -.140341 .172522 lpibc | D1. | -44.05822 1.957219 -22.51 0.000 -47.8943 -40.22214 ti_r | D1. | -.0422659 .0081167 -5.21 0.000 -.0581743 -.0263575 _cons | -.2564854 .0328813 -7.80 0.000 -.3209316 -.1920392 ------------------------------------------------------------------------------ Arellano-Bond test that average autocovariance in residuals of order 1 is 0: H0: no autocorrelation z = -3.15 Pr > z = 0.0016 Arellano-Bond test that average autocovariance in residuals of order 2 is 0: H0: no autocorrelation z = -2.52 Pr > z = 0.0118 G1[51,4] c1 c2 c3 c4 r1 -.00776528 .15889414 -11.420685 11100 r2 .00458717 .0329183 1.6527422 0 r3 -.03649258 .17147257 -21.081373 10837 r4 .00902636 .01755189 2.7363516 0 r5 .00365362 .27332176 -9.5226327 10943 r6 .0058004 .04814504 1.4106234 0 r7 3.8201291 .21264582 -6.3424822 1201 r8 .42381727 .06807433 -.68724232 0 r9 -.01332712 .17283548 -19.52715 9627 r10 .01666978 .02050073 1.0403385 0 r11 -.22672764 .25651889 -3.5464244 763 r12 .06627738 .1318324 1.4965758 0 r13 .17451179 -.00169888 -2.7663971 4807 r14 .03504106 .08451823 -1.2188975 0 r15 .04086542 .14955485 -10.525894 10489 r16 .00853914 .01431253 -.16900675 0 r17 -.04579378 .06636446 -9.833225 2861 r18 .02664782 .03052431 -1.2546397 0 r19 -.06976459 .08495607 -11.202031 3734 r20 .02412087 .02746017 -2.0070929 0 r21 .03138387 .13892574 -9.0059647 2986 r22 .02773391 .02784658 .65503825 0 r23 .06777109 .09646763 -9.0071035 1971 r24 .05825448 .03300367 -1.8012463 0 r25 .05343459 .08473802 -6.6767448 3778 r26 .02001871 .02457689 .86236501 0 r27 .17314375 .10935919 -9.5551974 3485 r28 .03322327 .02590462 .40745223 0 r29 -.0919055 .14567845 -11.545151 5554 r30 .0227104 .02575963 2.5169075 0 r31 -4.1638798 -.08780938 -1.7303453 1232 r32 1.8466904 .17558247 -2.4819398 0 r33 0 0 0 0 r34 0 0 0 0 r35 0 0 0 0 r36 0 0 0 0 r37 0 0 0 0 r38 0 0 0 0 r39 0 0 0 0 r40 0 0 0 0 r41 0 0 0 0 r42 0 0 0 0 r43 0 0 0 0 r44 0 0 0 0 r45 0 0 0 0 r46 0 0 0 0 r47 0 0 0 0 r48 0 0 0 0 r49 0 0 0 0 r50 0 0 0 0 r51 0 0 0 0 G2[51,4] c1 c2 c3 c4 r1 .00312049 .15354359 -11.394033 11100 r2 .00456599 .03244075 1.2741577 0 r3 -.01687988 .1699083 -20.980677 10837 r4 .00905177 .01748882 2.3297965 0 r5 .0137289 .2582544 -9.55052 10943 r6 .0056114 .04764877 1.2829037 0 r7 3.8238034 .19633269 -6.4066882 1201 r8 .41737395 .06647817 -.75258342 0 r9 -.01511022 .17185421 -19.524586 9627 r10 .01657076 .02042714 1.0660039 0 r11 -.35060192 .21609835 -3.4351445 763 r12 .07940189 .13337855 2.0024521 0 r13 .21465087 -.02352434 -2.6758884 4807 r14 .03579994 .0839703 -1.3129786 0 r15 .04895961 .1433027 -10.519924 10489 r16 .00825315 .01460988 -.46722757 0 r17 -.02278721 .06233777 -9.5819398 2861 r18 .0274516 .03071611 -1.1584405 0 r19 -.04039545 .07398135 -11.065989 3734 r20 .02482985 .02734264 -1.9417876 0 r21 .024379 .1322811 -9.2074248 2986 r22 .02747959 .02862339 .58698273 0 r23 .12797815 .0901143 -8.9772265 1971 r24 .06045121 .03255076 -1.8143132 0 r25 .02813482 .07805956 -6.5296906 3778 r26 .0193474 .0243099 .87700962 0 r27 .12417007 .08899124 -9.4420387 3485 r28 .03294564 .02572799 .84138435 0 r29 -.10460159 .14619811 -11.483796 5554 r30 .02334097 .02564107 2.4839807 0 r31 1.9451238 .01524209 -3.4872631 1232 r32 .09330927 .11201115 -2.2881079 0 r33 0 0 0 0 r34 0 0 0 0 r35 0 0 0 0 r36 0 0 0 0 r37 0 0 0 0 r38 0 0 0 0 r39 0 0 0 0 r40 0 0 0 0 r41 0 0 0 0 r42 0 0 0 0 r43 0 0 0 0 r44 0 0 0 0 r45 0 0 0 0 r46 0 0 0 0 r47 0 0 0 0 r48 0 0 0 0 r49 0 0 0 0 r50 0 0 0 0 r51 0 0 0 0 G3[51,4] c1 c2 c3 c4 r1 .00323971 .15378083 -11.389696 11100 r2 .00456496 .03242324 1.2754546 0 r3 -.01682172 .17024968 -20.982487 10837 r4 .00905687 .01752522 2.3426742 0 r5 .01378929 .25963734 -9.5747347 10943 r6 .00561686 .04738634 1.317863 0 r7 3.8535679 .20392602 -6.441082 1201 r8 .41643086 .0666658 -.70959553 0 r9 -.01532432 .17248953 -19.499668 9627 r10 .01659897 .02049017 1.0764115 0 r11 -.35115629 .19648161 -3.6241902 763 r12 .07866655 .11911941 1.978477 0 r13 .21790266 -.02225635 -2.683859 4807 r14 .03587707 .0838441 -1.3643075 0 r15 .04859624 .14282163 -10.503741 10489 r16 .0082385 .01463048 -.47992825 0 r17 -.02271653 .05717482 -9.6777208 2861 r18 .02754598 .03013827 -1.2623271 0 r19 -.04227008 .07076774 -11.099941 3734 r20 .02486248 .02710177 -1.9992519 0 r21 .01546762 .11639146 -9.1950564 2986 r22 .02620631 .02951385 .11753006 0 r23 .12812885 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0 0 r48 0 0 0 0 r49 0 0 0 0 r50 0 0 0 0 r51 0 0 0 0 . . log close log: C:\Documents and Settings\Angela Fonseca\Mis documentos\Ángela\Ciclos\CD Backup Composition 20 > 08\Outputs\resABnceros_one_l2insz_PIBti_gab.txt log type: text closed on: 14 Jul 2008, 21:53:34 -----------------------------------------------------------------------------------------------------------