------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 3 base\Article_3.log log type: text opened on: 27 May 2019, 21:54:48 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD03000000.tmp" . regress lnCons i.CA i.EL i.SA i.OD i.AS /// > i.FA i.SC i.Cred i.SCP c.HS c.HI c.NAL c.MN note: HS omitted because of collinearity note: NAL omitted because of collinearity Source | SS df MS Number of obs = 5267 -------------+------------------------------ F( 18, 5248) = 170.45 Model | 950.415006 18 52.8008337 Prob > F = 0.0000 Residual | 1625.70488 5248 .309776082 R-squared = 0.3689 -------------+------------------------------ Adj R-squared = 0.3668 Total | 2576.11989 5266 .489198611 Root MSE = .55658 ------------------------------------------------------------------------------ lnCons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .1175907 .0182525 6.44 0.000 .0818081 .1533732 105 | -.1026678 .0291667 -3.52 0.000 -.1598467 -.0454888 | EL | 1 | -.1004984 .0217631 -4.62 0.000 -.1431632 -.0578336 2 | .1831259 .0228177 8.03 0.000 .1383936 .2278581 3 | .125062 .0446305 2.80 0.005 .0375677 .2125564 | 1.SA | .173614 .0181496 9.57 0.000 .1380331 .2091948 1.OD | .0349306 .0178468 1.96 0.050 -.0000565 .0699176 | AS | 2 | .1236747 .0287053 4.31 0.000 .0674003 .1799491 3 | .0282839 .0289064 0.98 0.328 -.0283847 .0849525 4 | .0536271 .0226948 2.36 0.018 .0091359 .0981184 | 1.FA | .0970254 .0525532 1.85 0.065 -.0060006 .2000515 1.SC | .0303292 .0199795 1.52 0.129 -.008839 .0694974 1.Cred | -.2319826 .0230121 -10.08 0.000 -.2770959 -.1868694 | SCP | 1 | -.1552562 .030509 -5.09 0.000 -.2150665 -.095446 2 | -.3016635 .0316354 -9.54 0.000 -.3636821 -.239645 3 | -.1150273 .0350551 -3.28 0.001 -.1837498 -.0463047 | HS | 0 (omitted) HI | -.0000425 2.10e-06 -20.27 0.000 -.0000466 -.0000384 NAL | 0 (omitted) MN | -.4201872 .0102202 -41.11 0.000 -.440223 -.4001513 _cons | 13.98767 .038979 358.85 0.000 13.91125 14.06408 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD03000000.tmp" . tobit lnCons i.CA i.EL i.SA i.OD i.AS /// > i.FA i.SC i.Cred i.SCP c.HS c.HI c.NAL c.MN , ll(8) note: HS omitted because of collinearity note: NAL omitted because of collinearity Tobit regression Number of obs = 5267 LR chi2(18) = 2424.63 Prob > chi2 = 0.0000 Log likelihood = -4377.8188 Pseudo R2 = 0.2169 ------------------------------------------------------------------------------ lnCons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .1175907 .0182196 6.45 0.000 .0818727 .1533086 105 | -.1026678 .0291141 -3.53 0.000 -.1597435 -.0455921 | EL | 1 | -.1004984 .0217238 -4.63 0.000 -.1430862 -.0579106 2 | .1831259 .0227765 8.04 0.000 .1384744 .2277774 3 | .125062 .0445499 2.81 0.005 .0377256 .2123984 | 1.SA | .173614 .0181169 9.58 0.000 .1380974 .2091306 1.OD | .0349306 .0178145 1.96 0.050 6.65e-06 .0698545 | AS | 2 | .1236747 .0286535 4.32 0.000 .0675019 .1798475 3 | .0282839 .0288542 0.98 0.327 -.0282824 .0848502 4 | .0536271 .0226538 2.37 0.018 .0092162 .0980381 | 1.FA | .0970254 .0524583 1.85 0.064 -.0058146 .1998655 1.SC | .0303292 .0199435 1.52 0.128 -.0087683 .0694267 1.Cred | -.2319826 .0229705 -10.10 0.000 -.2770144 -.1869508 | SCP | 1 | -.1552562 .0304539 -5.10 0.000 -.2149585 -.095554 2 | -.3016635 .0315783 -9.55 0.000 -.3635701 -.239757 3 | -.1150273 .0349918 -3.29 0.001 -.1836257 -.0464288 | HS | 0 (omitted) HI | -.0000425 2.09e-06 -20.30 0.000 -.0000466 -.0000384 NAL | 0 (omitted) MN | -.4201872 .0102018 -41.19 0.000 -.4401869 -.4001875 _cons | 13.98767 .0389086 359.50 0.000 13.91139 14.06395 -------------+---------------------------------------------------------------- /sigma | .5555705 .0054131 .5449587 .5661824 ------------------------------------------------------------------------------ Obs. summary: 0 left-censored observations 5267 uncensored observations 0 right-censored observations . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD03000000.tmp" . regress lnCons i.CA i.EL i.SA i.OD i.AS /// > i.FA i.Cred c.HS c.HI c.MN note: HS omitted because of collinearity Source | SS df MS Number of obs = 5267 -------------+------------------------------ F( 14, 5252) = 203.33 Model | 905.48497 14 64.6774978 Prob > F = 0.0000 Residual | 1670.63492 5252 .318094995 R-squared = 0.3515 -------------+------------------------------ Adj R-squared = 0.3498 Total | 2576.11989 5266 .489198611 Root MSE = .564 ------------------------------------------------------------------------------ lnCons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .103054 .0184182 5.60 0.000 .0669465 .1391614 105 | -.1077853 .0292657 -3.68 0.000 -.1651583 -.0504124 | EL | 1 | -.0766012 .0208278 -3.68 0.000 -.1174322 -.0357701 2 | .1695767 .0230002 7.37 0.000 .1244868 .2146667 3 | .0715981 .0448109 1.60 0.110 -.0162498 .1594461 | 1.SA | .1649175 .0180844 9.12 0.000 .1294645 .2003706 1.OD | .0310985 .01779 1.75 0.081 -.0037774 .0659743 | AS | 2 | .0839922 .0281223 2.99 0.003 .0288609 .1391236 3 | .026365 .0289978 0.91 0.363 -.0304827 .0832126 4 | .0614824 .022854 2.69 0.007 .016679 .1062858 | 1.FA | .0732435 .0529569 1.38 0.167 -.0305741 .1770612 1.Cred | -.2280223 .0229785 -9.92 0.000 -.2730698 -.1829749 HS | 0 (omitted) HI | -.0000381 1.96e-06 -19.44 0.000 -.000042 -.0000343 MN | -.4207437 .0102544 -41.03 0.000 -.4408466 -.4006408 _cons | 13.82533 .0296059 466.98 0.000 13.76729 13.88336 ------------------------------------------------------------------------------ . (0) unrecognized command: ( invalid command name r(199); end of do-file r(199); . do "C:\Users\HP250~1\AppData\Local\Temp\STD03000000.tmp" . tobit lnCons i.CA i.EL i.OD i.AS /// > i.FA i.Cred c.HS c.NAL c.MN i.HHS, ll(0) note: HS omitted because of collinearity note: NAL omitted because of collinearity Tobit regression Number of obs = 14024 LR chi2(13) = 5473.45 Prob > chi2 = 0.0000 Log likelihood = -13539.602 Pseudo R2 = 0.1681 ------------------------------------------------------------------------------ lnCons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | -.0546356 .0122178 -4.47 0.000 -.0785842 -.030687 105 | .0748905 .0176557 4.24 0.000 .0402828 .1094981 | EL | 1 | -.0397437 .0143622 -2.77 0.006 -.0678954 -.0115919 2 | .3149616 .0147373 21.37 0.000 .2860745 .3438486 3 | .1423257 .0403863 3.52 0.000 .0631632 .2214883 | 1.OD | -.104204 .0119088 -8.75 0.000 -.1275468 -.0808613 | AS | 2 | .2594889 .0231217 11.22 0.000 .2141673 .3048106 3 | .0853447 .0210395 4.06 0.000 .0441044 .126585 4 | .0455473 .0182339 2.50 0.013 .0098065 .0812882 | 1.FA | .1883826 .0339627 5.55 0.000 .1218111 .2549541 1.Cred | -.0825088 .0185867 -4.44 0.000 -.1189411 -.0460764 HS | 0 (omitted) NAL | 0 (omitted) MN | -.3852338 .0056132 -68.63 0.000 -.3962364 -.3742311 1.HHS | .2664777 .0155954 17.09 0.000 .2359086 .2970468 _cons | 13.44693 .0244571 549.82 0.000 13.39899 13.49487 -------------+---------------------------------------------------------------- /sigma | .6354136 .003794 .6279768 .6428503 ------------------------------------------------------------------------------ Obs. summary: 0 left-censored observations 14024 uncensored observations 0 right-censored observations . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD03000000.tmp" . tobit lnCons i.CA i.EL i.OD i.AS /// > i.FA i.Cred c.MN i.HHS, ll(0) Tobit regression Number of obs = 14024 LR chi2(13) = 5473.45 Prob > chi2 = 0.0000 Log likelihood = -13539.602 Pseudo R2 = 0.1681 ------------------------------------------------------------------------------ lnCons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | -.0546356 .0122178 -4.47 0.000 -.0785842 -.030687 105 | .0748905 .0176557 4.24 0.000 .0402828 .1094981 | EL | 1 | -.0397437 .0143622 -2.77 0.006 -.0678954 -.0115919 2 | .3149616 .0147373 21.37 0.000 .2860745 .3438486 3 | .1423257 .0403863 3.52 0.000 .0631632 .2214883 | 1.OD | -.104204 .0119088 -8.75 0.000 -.1275468 -.0808613 | AS | 2 | .2594889 .0231217 11.22 0.000 .2141673 .3048106 3 | .0853447 .0210395 4.06 0.000 .0441044 .126585 4 | .0455473 .0182339 2.50 0.013 .0098065 .0812882 | 1.FA | .1883826 .0339627 5.55 0.000 .1218111 .2549541 1.Cred | -.0825088 .0185867 -4.44 0.000 -.1189411 -.0460764 MN | -.3852338 .0056132 -68.63 0.000 -.3962364 -.3742311 1.HHS | .2664777 .0155954 17.09 0.000 .2359086 .2970468 _cons | 13.44693 .0244571 549.82 0.000 13.39899 13.49487 -------------+---------------------------------------------------------------- /sigma | .6354136 .003794 .6279768 .6428503 ------------------------------------------------------------------------------ Obs. summary: 0 left-censored observations 14024 uncensored observations 0 right-censored observations . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD03000000.tmp" . fitstat, saving(model4) | tobit -------------------------+------------- Log-likelihood | Model | -13539.602 Intercept-only | -16276.325 -------------------------+------------- Chi-square | Deviance (df=14009) | 27079.204 LR (df=13) | 5473.447 -------------------------+------------- R2 | McFadden | 0.168 McFadden (adjusted) | 0.167 Cox-Snell/ML | 0.323 Cragg-Uhler/Nagelkerke | 0.358 -------------------------+------------- IC | AIC | 27109.204 AIC divided by N | 1.933 BIC (df=15) | 27222.431 -------------------------+------------- Variance of | e | 0.404 . regress lnCons i.CA i.EL i.OD i.AS /// > i.FA i.Cred c.MN i.HHS Source | SS df MS Number of obs = 14024 -------------+------------------------------ F( 13, 14010) = 514.50 Model | 2703.19613 13 207.938164 Prob > F = 0.0000 Residual | 5662.19575 14010 .404153872 R-squared = 0.3231 -------------+------------------------------ Adj R-squared = 0.3225 Total | 8365.39188 14023 .596547949 Root MSE = .63573 ------------------------------------------------------------------------------ lnCons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | -.0546356 .0122241 -4.47 0.000 -.0785963 -.0306748 105 | .0748905 .0176647 4.24 0.000 .0402653 .1095157 | EL | 1 | -.0397437 .0143694 -2.77 0.006 -.0679097 -.0115776 2 | .3149616 .0147448 21.36 0.000 .2860599 .3438632 3 | .1423257 .0404068 3.52 0.000 .063123 .2215285 | 1.OD | -.104204 .0119148 -8.75 0.000 -.1275586 -.0808494 | AS | 2 | .2594889 .0231335 11.22 0.000 .2141443 .3048336 3 | .0853447 .0210502 4.05 0.000 .0440834 .126606 4 | .0455473 .0182431 2.50 0.013 .0097883 .0813063 | 1.FA | .1883826 .03398 5.54 0.000 .1217773 .2549879 1.Cred | -.0825088 .0185961 -4.44 0.000 -.1189596 -.0460579 MN | -.3852338 .0056161 -68.59 0.000 -.396242 -.3742255 1.HHS | .2664777 .0156034 17.08 0.000 .235893 .2970623 _cons | 13.44693 .0244695 549.54 0.000 13.39896 13.49489 ------------------------------------------------------------------------------ . fitstat, using(model4) | Current Saved Difference -------------------------+--------------------------------------- Log-likelihood | Model | -13539.602 -13539.602 0.000 Intercept-only | -16276.325 -16276.325 0.000 -------------------------+--------------------------------------- Chi-square | D (df=14010/14009/1) | 27079.204 27079.204 -0.000 -------------------------+--------------------------------------- R2 | R2 | 0.323 . . Adjusted R2 | 0.323 . . McFadden | 0.168 0.168 0.000 McFadden (adjusted) | 0.167 0.167 0.000 Cox-Snell/ML | 0.323 0.323 0.000 Cragg-Uhler/Nagelkerke | 0.358 0.358 0.000 -------------------------+--------------------------------------- IC | AIC | 27107.204 27109.204 -2.000 AIC divided by N | 1.933 1.933 -0.000 BIC (df=14/15/-1) | 27212.883 27222.431 -9.549 Difference of 9.549 in BIC provides strong support for current model. . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD03000000.tmp" . regress pcons i.CA i.FW i.EL i.OD i.AS /// > i.FA i.Cred c.HS c.NAL c.MN i.HHS c.HI note: HS omitted because of collinearity note: NAL omitted because of collinearity Source | SS df MS Number of obs = 2998 -------------+------------------------------ F( 15, 2982) = 445.08 Model | 116.588441 15 7.77256272 Prob > F = 0.0000 Residual | 52.0751633 2982 .017463167 R-squared = 0.6912 -------------+------------------------------ Adj R-squared = 0.6897 Total | 168.663604 2997 .056277479 Root MSE = .13215 ------------------------------------------------------------------------------ pcons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | -.0346797 .0057697 -6.01 0.000 -.0459927 -.0233667 105 | -.1239759 .0094546 -13.11 0.000 -.1425141 -.1054376 | 1.FW | -.055007 .0053563 -10.27 0.000 -.0655094 -.0445045 | EL | 1 | .0561453 .006239 9.00 0.000 .0439122 .0683784 2 | -.0897029 .0083094 -10.80 0.000 -.1059955 -.0734102 3 | -.0352417 .0131341 -2.68 0.007 -.0609945 -.0094888 | 1.OD | .0502901 .0055339 9.09 0.000 .0394394 .0611408 | AS | 2 | -.0814947 .0090887 -8.97 0.000 -.0993155 -.0636739 3 | .0540658 .0095838 5.64 0.000 .0352743 .0728573 4 | -.0166615 .008977 -1.86 0.064 -.0342632 .0009402 | 1.FA | .0587387 .0167464 3.51 0.000 .025903 .0915743 1.Cred | .1501862 .0090696 16.56 0.000 .1324029 .1679695 HS | 0 (omitted) NAL | 0 (omitted) MN | .1714139 .0030444 56.30 0.000 .1654445 .1773833 1.HHS | -.244156 .0074118 -32.94 0.000 -.2586887 -.2296232 HI | .0000423 2.53e-06 16.76 0.000 .0000374 .0000473 _cons | .0337541 .0121692 2.77 0.006 .0098932 .057615 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD03000000.tmp" . regress pcons i.CA i.FW i.EL i.OD i.AS /// > i.FA i.Cred c.MN i.HHS c.HI Source | SS df MS Number of obs = 2998 -------------+------------------------------ F( 15, 2982) = 445.08 Model | 116.588441 15 7.77256272 Prob > F = 0.0000 Residual | 52.0751633 2982 .017463167 R-squared = 0.6912 -------------+------------------------------ Adj R-squared = 0.6897 Total | 168.663604 2997 .056277479 Root MSE = .13215 ------------------------------------------------------------------------------ pcons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | -.0346797 .0057697 -6.01 0.000 -.0459927 -.0233667 105 | -.1239759 .0094546 -13.11 0.000 -.1425141 -.1054376 | 1.FW | -.055007 .0053563 -10.27 0.000 -.0655094 -.0445045 | EL | 1 | .0561453 .006239 9.00 0.000 .0439122 .0683784 2 | -.0897029 .0083094 -10.80 0.000 -.1059955 -.0734102 3 | -.0352417 .0131341 -2.68 0.007 -.0609945 -.0094888 | 1.OD | .0502901 .0055339 9.09 0.000 .0394394 .0611408 | AS | 2 | -.0814947 .0090887 -8.97 0.000 -.0993155 -.0636739 3 | .0540658 .0095838 5.64 0.000 .0352743 .0728573 4 | -.0166615 .008977 -1.86 0.064 -.0342632 .0009402 | 1.FA | .0587387 .0167464 3.51 0.000 .025903 .0915743 1.Cred | .1501862 .0090696 16.56 0.000 .1324029 .1679695 MN | .1714139 .0030444 56.30 0.000 .1654445 .1773833 1.HHS | -.244156 .0074118 -32.94 0.000 -.2586887 -.2296232 HI | .0000423 2.53e-06 16.76 0.000 .0000374 .0000473 _cons | .0337541 .0121692 2.77 0.006 .0098932 .057615 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD03000000.tmp" . regress pcons i.CA i.FW i.EL i.OD i.AS /// > i.FA i.Cred c.MN i.HHS Source | SS df MS Number of obs = 10475 -------------+------------------------------ F( 14, 10460) = 1282.48 Model | 449.927818 14 32.1377013 Prob > F = 0.0000 Residual | 262.11763 10460 .025059047 R-squared = 0.6319 -------------+------------------------------ Adj R-squared = 0.6314 Total | 712.045448 10474 .067982189 Root MSE = .1583 ------------------------------------------------------------------------------ pcons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .0059095 .0035937 1.64 0.100 -.0011347 .0129538 105 | -.0858559 .0050348 -17.05 0.000 -.0957252 -.0759867 | 1.FW | -.0166868 .0031744 -5.26 0.000 -.0229093 -.0104643 | EL | 1 | .0212432 .0040919 5.19 0.000 .0132222 .0292641 2 | -.1320988 .0043488 -30.38 0.000 -.1406232 -.1235744 3 | -.0399889 .0123869 -3.23 0.001 -.0642697 -.0157082 | 1.OD | .0338711 .0035494 9.54 0.000 .0269135 .0408286 | AS | 2 | -.1171391 .0066561 -17.60 0.000 -.1301863 -.1040919 3 | .0218848 .0075561 2.90 0.004 .0070735 .0366962 4 | -.0317264 .006602 -4.81 0.000 -.0446675 -.0187853 | 1.FA | -.0692437 .0098148 -7.06 0.000 -.0884826 -.0500049 1.Cred | .0469707 .0059014 7.96 0.000 .0354029 .0585386 MN | .180687 .0015273 118.30 0.000 .1776932 .1836808 1.HHS | -.1375593 .0046472 -29.60 0.000 -.1466687 -.1284498 _cons | .0623543 .0077064 8.09 0.000 .0472482 .0774604 ------------------------------------------------------------------------------ . . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD03000000.tmp" . regress pcons i.CA i.FW i.EL i.OD i.AS /// > i.FA i.Cred c.FEM i.HHS note: FEM omitted because of collinearity Source | SS df MS Number of obs = 10475 -------------+------------------------------ F( 13, 10461) = 130.27 Model | 99.2100972 13 7.63154594 Prob > F = 0.0000 Residual | 612.835351 10461 .058582865 R-squared = 0.1393 -------------+------------------------------ Adj R-squared = 0.1383 Total | 712.045448 10474 .067982189 Root MSE = .24204 ------------------------------------------------------------------------------ pcons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .0558216 .0054567 10.23 0.000 .0451255 .0665177 105 | -.0102677 .007636 -1.34 0.179 -.0252356 .0047002 | 1.FW | -.0314274 .0048499 -6.48 0.000 -.0409341 -.0219206 | EL | 1 | -.0153744 .0062386 -2.46 0.014 -.0276032 -.0031457 2 | -.2036318 .0065846 -30.93 0.000 -.2165388 -.1907247 3 | -.1823276 .0188499 -9.67 0.000 -.2192769 -.1453782 | 1.OD | .0412606 .0054262 7.60 0.000 .0306243 .0518969 | AS | 2 | -.1218658 .0101769 -11.97 0.000 -.1418144 -.1019172 3 | .0955661 .0115138 8.30 0.000 .0729968 .1181353 4 | .0632401 .0100194 6.31 0.000 .0436001 .0828801 | 1.FA | .0841352 .0148751 5.66 0.000 .054977 .1132933 1.Cred | .0615798 .0090212 6.83 0.000 .0438966 .0792631 FEM | 0 (omitted) 1.HHS | -.0502244 .0070153 -7.16 0.000 -.0639758 -.036473 _cons | .2347655 .0115704 20.29 0.000 .2120853 .2574457 ------------------------------------------------------------------------------ . i.HHS, ll(0) ul(1) unrecognized command: i.HHS invalid command name r(199); end of do-file r(199); . do "C:\Users\HP250~1\AppData\Local\Temp\STD03000000.tmp" . tobit pcons i.CA i.FW i.EL i.OD i.AS /// > i.FA i.Cred c.HS c.NAL c.FEM i.HHS, ll(0) ul(1) note: HS omitted because of collinearity note: NAL omitted because of collinearity note: FEM omitted because of collinearity Tobit regression Number of obs = 10475 LR chi2(13) = 1571.29 Prob > chi2 = 0.0000 Log likelihood = -3.6750444 Pseudo R2 = 0.9953 ------------------------------------------------------------------------------ pcons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .0558798 .0054545 10.24 0.000 .0451879 .0665718 105 | -.0102723 .0076329 -1.35 0.178 -.0252342 .0046895 | 1.FW | -.0314123 .004848 -6.48 0.000 -.0409153 -.0219094 | EL | 1 | -.0154204 .0062361 -2.47 0.013 -.0276443 -.0031965 2 | -.2036641 .006582 -30.94 0.000 -.216566 -.1907622 3 | -.1823611 .0188423 -9.68 0.000 -.2192955 -.1454267 | 1.OD | .0412808 .005424 7.61 0.000 .0306488 .0519128 | AS | 2 | -.1218822 .0101727 -11.98 0.000 -.1418227 -.1019416 3 | .0955516 .0115091 8.30 0.000 .0729914 .1181117 4 | .0632238 .0100154 6.31 0.000 .0435917 .0828558 | 1.FA | .0841382 .0148691 5.66 0.000 .0549918 .1132845 1.Cred | .0614907 .0090179 6.82 0.000 .0438138 .0791676 HS | 0 (omitted) NAL | 0 (omitted) FEM | 0 (omitted) 1.HHS | -.0501819 .0070125 -7.16 0.000 -.0639278 -.036436 _cons | .2348066 .011566 20.30 0.000 .2121351 .2574782 -------------+---------------------------------------------------------------- /sigma | .241941 .001672 .2386636 .2452183 ------------------------------------------------------------------------------ Obs. summary: 0 left-censored observations 10472 uncensored observations 3 right-censored observations at pcons>=1 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD03000000.tmp" . tobit pcons i.CA i.FW i.EL i.OD i.AS /// > i.FA i.Cred c.HS i.HHS, ll(0) ul(1) note: HS omitted because of collinearity Tobit regression Number of obs = 10475 LR chi2(13) = 1571.29 Prob > chi2 = 0.0000 Log likelihood = -3.6750444 Pseudo R2 = 0.9953 ------------------------------------------------------------------------------ pcons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .0558798 .0054545 10.24 0.000 .0451879 .0665718 105 | -.0102723 .0076329 -1.35 0.178 -.0252342 .0046895 | 1.FW | -.0314123 .004848 -6.48 0.000 -.0409153 -.0219094 | EL | 1 | -.0154204 .0062361 -2.47 0.013 -.0276443 -.0031965 2 | -.2036641 .006582 -30.94 0.000 -.216566 -.1907622 3 | -.1823611 .0188423 -9.68 0.000 -.2192955 -.1454267 | 1.OD | .0412808 .005424 7.61 0.000 .0306488 .0519128 | AS | 2 | -.1218822 .0101727 -11.98 0.000 -.1418227 -.1019416 3 | .0955516 .0115091 8.30 0.000 .0729914 .1181117 4 | .0632238 .0100154 6.31 0.000 .0435917 .0828558 | 1.FA | .0841382 .0148691 5.66 0.000 .0549918 .1132845 1.Cred | .0614907 .0090179 6.82 0.000 .0438138 .0791676 HS | 0 (omitted) 1.HHS | -.0501819 .0070125 -7.16 0.000 -.0639278 -.036436 _cons | .2348066 .011566 20.30 0.000 .2121351 .2574782 -------------+---------------------------------------------------------------- /sigma | .241941 .001672 .2386636 .2452183 ------------------------------------------------------------------------------ Obs. summary: 0 left-censored observations 10472 uncensored observations 3 right-censored observations at pcons>=1 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD03000000.tmp" . tobit pcons i.CA i.FW i.EL i.OD i.AS /// > i.FA i.Cred i.HHS, ll(0) ul(1) Tobit regression Number of obs = 10475 LR chi2(13) = 1571.29 Prob > chi2 = 0.0000 Log likelihood = -3.6750444 Pseudo R2 = 0.9953 ------------------------------------------------------------------------------ pcons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .0558798 .0054545 10.24 0.000 .0451879 .0665718 105 | -.0102723 .0076329 -1.35 0.178 -.0252342 .0046895 | 1.FW | -.0314123 .004848 -6.48 0.000 -.0409153 -.0219094 | EL | 1 | -.0154204 .0062361 -2.47 0.013 -.0276443 -.0031965 2 | -.2036641 .006582 -30.94 0.000 -.216566 -.1907622 3 | -.1823611 .0188423 -9.68 0.000 -.2192955 -.1454267 | 1.OD | .0412808 .005424 7.61 0.000 .0306488 .0519128 | AS | 2 | -.1218822 .0101727 -11.98 0.000 -.1418227 -.1019416 3 | .0955516 .0115091 8.30 0.000 .0729914 .1181117 4 | .0632238 .0100154 6.31 0.000 .0435917 .0828558 | 1.FA | .0841382 .0148691 5.66 0.000 .0549918 .1132845 1.Cred | .0614907 .0090179 6.82 0.000 .0438138 .0791676 1.HHS | -.0501819 .0070125 -7.16 0.000 -.0639278 -.036436 _cons | .2348066 .011566 20.30 0.000 .2121351 .2574782 -------------+---------------------------------------------------------------- /sigma | .241941 .001672 .2386636 .2452183 ------------------------------------------------------------------------------ Obs. summary: 0 left-censored observations 10472 uncensored observations 3 right-censored observations at pcons>=1 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD03000000.tmp" . regress pcons i.CA i.FW i.EL i.OD i.AS /// > i.FA i.Cred c.FEM i.HHS note: FEM omitted because of collinearity Source | SS df MS Number of obs = 10475 -------------+------------------------------ F( 13, 10461) = 130.27 Model | 99.2100972 13 7.63154594 Prob > F = 0.0000 Residual | 612.835351 10461 .058582865 R-squared = 0.1393 -------------+------------------------------ Adj R-squared = 0.1383 Total | 712.045448 10474 .067982189 Root MSE = .24204 ------------------------------------------------------------------------------ pcons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .0558216 .0054567 10.23 0.000 .0451255 .0665177 105 | -.0102677 .007636 -1.34 0.179 -.0252356 .0047002 | 1.FW | -.0314274 .0048499 -6.48 0.000 -.0409341 -.0219206 | EL | 1 | -.0153744 .0062386 -2.46 0.014 -.0276032 -.0031457 2 | -.2036318 .0065846 -30.93 0.000 -.2165388 -.1907247 3 | -.1823276 .0188499 -9.67 0.000 -.2192769 -.1453782 | 1.OD | .0412606 .0054262 7.60 0.000 .0306243 .0518969 | AS | 2 | -.1218658 .0101769 -11.97 0.000 -.1418144 -.1019172 3 | .0955661 .0115138 8.30 0.000 .0729968 .1181353 4 | .0632401 .0100194 6.31 0.000 .0436001 .0828801 | 1.FA | .0841352 .0148751 5.66 0.000 .054977 .1132933 1.Cred | .0615798 .0090212 6.83 0.000 .0438966 .0792631 FEM | 0 (omitted) 1.HHS | -.0502244 .0070153 -7.16 0.000 -.0639758 -.036473 _cons | .2347655 .0115704 20.29 0.000 .2120853 .2574457 ------------------------------------------------------------------------------ . t, saving(model1) unrecognized command: t r(199); end of do-file r(199); . do "C:\Users\HP250~1\AppData\Local\Temp\STD03000000.tmp" . regress pcons i.CA i.FW i.EL i.OD i.AS /// > i.FA i.Cred i.HHS Source | SS df MS Number of obs = 10475 -------------+------------------------------ F( 13, 10461) = 130.27 Model | 99.2100972 13 7.63154594 Prob > F = 0.0000 Residual | 612.835351 10461 .058582865 R-squared = 0.1393 -------------+------------------------------ Adj R-squared = 0.1383 Total | 712.045448 10474 .067982189 Root MSE = .24204 ------------------------------------------------------------------------------ pcons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .0558216 .0054567 10.23 0.000 .0451255 .0665177 105 | -.0102677 .007636 -1.34 0.179 -.0252356 .0047002 | 1.FW | -.0314274 .0048499 -6.48 0.000 -.0409341 -.0219206 | EL | 1 | -.0153744 .0062386 -2.46 0.014 -.0276032 -.0031457 2 | -.2036318 .0065846 -30.93 0.000 -.2165388 -.1907247 3 | -.1823276 .0188499 -9.67 0.000 -.2192769 -.1453782 | 1.OD | .0412606 .0054262 7.60 0.000 .0306243 .0518969 | AS | 2 | -.1218658 .0101769 -11.97 0.000 -.1418144 -.1019172 3 | .0955661 .0115138 8.30 0.000 .0729968 .1181353 4 | .0632401 .0100194 6.31 0.000 .0436001 .0828801 | 1.FA | .0841352 .0148751 5.66 0.000 .054977 .1132933 1.Cred | .0615798 .0090212 6.83 0.000 .0438966 .0792631 1.HHS | -.0502244 .0070153 -7.16 0.000 -.0639758 -.036473 _cons | .2347655 .0115704 20.29 0.000 .2120853 .2574457 ------------------------------------------------------------------------------ . fitstat, saving(model1) | regress -------------------------+------------- Log-likelihood | Model | 4.051 Intercept-only | -781.812 -------------------------+------------- Chi-square | Deviance (df=10461) | -8.101 -------------------------+------------- R2 | R2 | 0.139 Adjusted R2 | 0.138 McFadden | 1.005 McFadden (adjusted) | 0.987 Cox-Snell/ML | 0.139 Cragg-Uhler/Nagelkerke | 1.005 -------------------------+------------- IC | AIC | 19.899 AIC divided by N | 0.002 BIC (df=14) | 121.493 . regress pcons age i.FW i.EL i.OD i.AS /// > i.FA i.Cred i.HHS Source | SS df MS Number of obs = 10475 -------------+------------------------------ F( 12, 10462) = 130.96 Model | 92.989017 12 7.74908475 Prob > F = 0.0000 Residual | 619.056431 10462 .059171901 R-squared = 0.1306 -------------+------------------------------ Adj R-squared = 0.1296 Total | 712.045448 10474 .067982189 Root MSE = .24325 ------------------------------------------------------------------------------ pcons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- age | .0010301 .0002015 5.11 0.000 .0006351 .001425 1.FW | -.0280593 .0048899 -5.74 0.000 -.0376444 -.0184742 | EL | 1 | -.0066005 .0062516 -1.06 0.291 -.0188547 .0056537 2 | -.202673 .0066279 -30.58 0.000 -.2156649 -.189681 3 | -.1832831 .0189664 -9.66 0.000 -.2204608 -.1461054 | 1.OD | .0414399 .0054477 7.61 0.000 .0307614 .0521185 | AS | 2 | -.1216962 .0102575 -11.86 0.000 -.1418029 -.1015895 3 | .0764055 .0114634 6.67 0.000 .0539351 .0988759 4 | .060726 .0100645 6.03 0.000 .0409976 .0804544 | 1.FA | .0759356 .0149259 5.09 0.000 .046678 .1051932 1.Cred | .0716777 .0090225 7.94 0.000 .0539919 .0893635 1.HHS | -.0601871 .0070035 -8.59 0.000 -.0739154 -.0464588 _cons | .2122214 .0142263 14.92 0.000 .1843352 .2401077 ------------------------------------------------------------------------------ . fitstat, using(model1) | Current Saved Difference -------------------------+--------------------------------------- Log-likelihood | Model | -48.849 4.051 -52.899 Intercept-only | -781.812 -781.812 0.000 -------------------------+--------------------------------------- Chi-square | D (df=10462/10461/1) | 97.698 -8.101 105.799 -------------------------+--------------------------------------- R2 | R2 | 0.131 0.139 -0.009 Adjusted R2 | 0.130 0.138 -0.009 McFadden | 0.938 1.005 -0.068 McFadden (adjusted) | 0.921 0.987 -0.066 Cox-Snell/ML | 0.131 0.139 -0.009 Cragg-Uhler/Nagelkerke | 0.942 1.005 -0.063 -------------------------+--------------------------------------- IC | AIC | 123.698 19.899 103.799 AIC divided by N | 0.012 0.002 0.010 BIC (df=13/14/-1) | 218.035 121.493 96.542 Difference of 96.542 in BIC provides very strong support for saved model. . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD03000000.tmp" . tobit pcons i.CA i.FW i.EL i.OD i.AS /// > i.FA i.Cred i.HHS, ll(0) ul(1) Tobit regression Number of obs = 10475 LR chi2(13) = 1571.29 Prob > chi2 = 0.0000 Log likelihood = -3.6750444 Pseudo R2 = 0.9953 ------------------------------------------------------------------------------ pcons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .0558798 .0054545 10.24 0.000 .0451879 .0665718 105 | -.0102723 .0076329 -1.35 0.178 -.0252342 .0046895 | 1.FW | -.0314123 .004848 -6.48 0.000 -.0409153 -.0219094 | EL | 1 | -.0154204 .0062361 -2.47 0.013 -.0276443 -.0031965 2 | -.2036641 .006582 -30.94 0.000 -.216566 -.1907622 3 | -.1823611 .0188423 -9.68 0.000 -.2192955 -.1454267 | 1.OD | .0412808 .005424 7.61 0.000 .0306488 .0519128 | AS | 2 | -.1218822 .0101727 -11.98 0.000 -.1418227 -.1019416 3 | .0955516 .0115091 8.30 0.000 .0729914 .1181117 4 | .0632238 .0100154 6.31 0.000 .0435917 .0828558 | 1.FA | .0841382 .0148691 5.66 0.000 .0549918 .1132845 1.Cred | .0614907 .0090179 6.82 0.000 .0438138 .0791676 1.HHS | -.0501819 .0070125 -7.16 0.000 -.0639278 -.036436 _cons | .2348066 .011566 20.30 0.000 .2121351 .2574782 -------------+---------------------------------------------------------------- /sigma | .241941 .001672 .2386636 .2452183 ------------------------------------------------------------------------------ Obs. summary: 0 left-censored observations 10472 uncensored observations 3 right-censored observations at pcons>=1 . fitstat, saving(model2) | tobit -------------------------+------------- Log-likelihood | Model | -3.675 Intercept-only | -789.320 -------------------------+------------- Chi-square | Deviance (df=10460) | 7.350 LR (df=13) | 1571.289 -------------------------+------------- R2 | McFadden | 0.995 McFadden (adjusted) | 0.976 Cox-Snell/ML | 0.139 Cragg-Uhler/Nagelkerke | 0.996 -------------------------+------------- IC | AIC | 37.350 AIC divided by N | 0.004 BIC (df=15) | 146.201 -------------------------+------------- Variance of | e | 0.059 . regress pcons i.CA i.FW i.EL i.OD i.AS /// > i.FA i.Cred i.HHS Source | SS df MS Number of obs = 10475 -------------+------------------------------ F( 13, 10461) = 130.27 Model | 99.2100972 13 7.63154594 Prob > F = 0.0000 Residual | 612.835351 10461 .058582865 R-squared = 0.1393 -------------+------------------------------ Adj R-squared = 0.1383 Total | 712.045448 10474 .067982189 Root MSE = .24204 ------------------------------------------------------------------------------ pcons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .0558216 .0054567 10.23 0.000 .0451255 .0665177 105 | -.0102677 .007636 -1.34 0.179 -.0252356 .0047002 | 1.FW | -.0314274 .0048499 -6.48 0.000 -.0409341 -.0219206 | EL | 1 | -.0153744 .0062386 -2.46 0.014 -.0276032 -.0031457 2 | -.2036318 .0065846 -30.93 0.000 -.2165388 -.1907247 3 | -.1823276 .0188499 -9.67 0.000 -.2192769 -.1453782 | 1.OD | .0412606 .0054262 7.60 0.000 .0306243 .0518969 | AS | 2 | -.1218658 .0101769 -11.97 0.000 -.1418144 -.1019172 3 | .0955661 .0115138 8.30 0.000 .0729968 .1181353 4 | .0632401 .0100194 6.31 0.000 .0436001 .0828801 | 1.FA | .0841352 .0148751 5.66 0.000 .054977 .1132933 1.Cred | .0615798 .0090212 6.83 0.000 .0438966 .0792631 1.HHS | -.0502244 .0070153 -7.16 0.000 -.0639758 -.036473 _cons | .2347655 .0115704 20.29 0.000 .2120853 .2574457 ------------------------------------------------------------------------------ . fitstat, using(model2) | Current Saved Difference -------------------------+--------------------------------------- Log-likelihood | Model | 4.051 -3.675 7.726 Intercept-only | -781.812 -789.320 7.507 -------------------------+--------------------------------------- Chi-square | D (df=10461/10460/1) | -8.101 7.350 -15.451 -------------------------+--------------------------------------- R2 | R2 | 0.139 . . Adjusted R2 | 0.138 . . McFadden | 1.005 0.995 0.010 McFadden (adjusted) | 0.987 0.976 0.011 Cox-Snell/ML | 0.139 0.139 0.000 Cragg-Uhler/Nagelkerke | 1.005 0.996 0.009 -------------------------+--------------------------------------- IC | AIC | 19.899 37.350 -17.451 AIC divided by N | 0.002 0.004 -0.002 BIC (df=14/15/-1) | 121.493 146.201 -24.708 Difference of 24.708 in BIC provides very strong support for current model. . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD03000000.tmp" . regress lnCons i.CA i.EL i.SA i.OD i.AS /// > i.FA i.SC i.Cred i.SCP c.HS c.HI note: HS omitted because of collinearity Source | SS df MS Number of obs = 5267 -------------+------------------------------ F( 17, 5249) = 61.31 Model | 426.797881 17 25.1057577 Prob > F = 0.0000 Residual | 2149.322 5249 .409472662 R-squared = 0.1657 -------------+------------------------------ Adj R-squared = 0.1630 Total | 2576.11989 5266 .489198611 Root MSE = .6399 ------------------------------------------------------------------------------ lnCons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .0223321 .0208154 1.07 0.283 -.0184747 .0631388 105 | -.4177533 .032355 -12.91 0.000 -.4811825 -.354324 | EL | 1 | -.0584837 .0249937 -2.34 0.019 -.1074818 -.0094857 2 | .3281865 .0259183 12.66 0.000 .277376 .3789971 3 | .2933531 .0510959 5.74 0.000 .1931839 .3935223 | 1.SA | .1584378 .0208625 7.59 0.000 .1175386 .199337 1.OD | -.0251086 .0204498 -1.23 0.220 -.0651987 .0149815 | AS | 2 | .2189198 .0328952 6.66 0.000 .1544315 .283408 3 | -.099847 .0330403 -3.02 0.003 -.1646197 -.0350744 4 | .0400803 .0260897 1.54 0.125 -.0110664 .0912269 | 1.FA | -.2043501 .0598303 -3.42 0.001 -.3216423 -.0870579 1.SC | -.0328834 .0229026 -1.44 0.151 -.077782 .0120151 1.Cred | -.208345 .026449 -7.88 0.000 -.260196 -.156494 | SCP | 1 | -.3039485 .0348291 -8.73 0.000 -.3722281 -.2356689 2 | -.4052032 .0362561 -11.18 0.000 -.4762803 -.3341261 3 | -.2454771 .0401378 -6.12 0.000 -.3241638 -.1667904 | HS | 0 (omitted) HI | -.0000439 2.41e-06 -18.20 0.000 -.0000486 -.0000391 _cons | 13.61384 .0435782 312.40 0.000 13.52841 13.69927 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD03000000.tmp" . regress lnCons i.CA i.EL i.SA i.OD i.AS /// > i.FA i.SC i.Cred i.SCP c.HI Source | SS df MS Number of obs = 5267 -------------+------------------------------ F( 17, 5249) = 61.31 Model | 426.797881 17 25.1057577 Prob > F = 0.0000 Residual | 2149.322 5249 .409472662 R-squared = 0.1657 -------------+------------------------------ Adj R-squared = 0.1630 Total | 2576.11989 5266 .489198611 Root MSE = .6399 ------------------------------------------------------------------------------ lnCons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .0223321 .0208154 1.07 0.283 -.0184747 .0631388 105 | -.4177533 .032355 -12.91 0.000 -.4811825 -.354324 | EL | 1 | -.0584837 .0249937 -2.34 0.019 -.1074818 -.0094857 2 | .3281865 .0259183 12.66 0.000 .277376 .3789971 3 | .2933531 .0510959 5.74 0.000 .1931839 .3935223 | 1.SA | .1584378 .0208625 7.59 0.000 .1175386 .199337 1.OD | -.0251086 .0204498 -1.23 0.220 -.0651987 .0149815 | AS | 2 | .2189198 .0328952 6.66 0.000 .1544315 .283408 3 | -.099847 .0330403 -3.02 0.003 -.1646197 -.0350744 4 | .0400803 .0260897 1.54 0.125 -.0110664 .0912269 | 1.FA | -.2043501 .0598303 -3.42 0.001 -.3216423 -.0870579 1.SC | -.0328834 .0229026 -1.44 0.151 -.077782 .0120151 1.Cred | -.208345 .026449 -7.88 0.000 -.260196 -.156494 | SCP | 1 | -.3039485 .0348291 -8.73 0.000 -.3722281 -.2356689 2 | -.4052032 .0362561 -11.18 0.000 -.4762803 -.3341261 3 | -.2454771 .0401378 -6.12 0.000 -.3241638 -.1667904 | HI | -.0000439 2.41e-06 -18.20 0.000 -.0000486 -.0000391 _cons | 13.61384 .0435782 312.40 0.000 13.52841 13.69927 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD03000000.tmp" . regress pcons i.CA i.EL i.OD i.AS /// > i.FA i.Cred c.HS c.NAL c.MN i.HHS note: HS omitted because of collinearity note: NAL omitted because of collinearity Source | SS df MS Number of obs = 10475 -------------+------------------------------ F( 13, 10461) = 1375.50 Model | 449.23538 13 34.5565677 Prob > F = 0.0000 Residual | 262.810067 10461 .025122844 R-squared = 0.6309 -------------+------------------------------ Adj R-squared = 0.6304 Total | 712.045448 10474 .067982189 Root MSE = .1585 ------------------------------------------------------------------------------ pcons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .006549 .0035962 1.82 0.069 -.0005001 .0135982 105 | -.0835172 .0050215 -16.63 0.000 -.0933603 -.0736741 | EL | 1 | .0230442 .0040827 5.64 0.000 .0150413 .0310472 2 | -.1300125 .0043361 -29.98 0.000 -.1385121 -.1215129 3 | -.031405 .0122944 -2.55 0.011 -.0555045 -.0073055 | 1.OD | .0336251 .0035536 9.46 0.000 .0266594 .0405909 | AS | 2 | -.1174644 .0066643 -17.63 0.000 -.1305276 -.1044012 3 | .0203825 .0075603 2.70 0.007 .0055629 .0352021 4 | -.0308343 .0066082 -4.67 0.000 -.0437877 -.017881 | 1.FA | -.0653313 .009799 -6.67 0.000 -.0845392 -.0461235 1.Cred | .0455692 .0059029 7.72 0.000 .0339985 .05714 HS | 0 (omitted) NAL | 0 (omitted) MN | .1810021 .0015281 118.45 0.000 .1780068 .1839975 1.HHS | -.1375687 .0046531 -29.56 0.000 -.1466898 -.1284477 _cons | .0540684 .0075531 7.16 0.000 .0392628 .0688739 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD03000000.tmp" . regress pcons i.CA i.EL i.OD i.AS /// > i.FA i.Cred i.SA i.HHS Source | SS df MS Number of obs = 10475 -------------+------------------------------ F( 13, 10461) = 127.24 Model | 97.219047 13 7.47838823 Prob > F = 0.0000 Residual | 614.826401 10461 .058773196 R-squared = 0.1365 -------------+------------------------------ Adj R-squared = 0.1355 Total | 712.045448 10474 .067982189 Root MSE = .24243 ------------------------------------------------------------------------------ pcons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .0562229 .0054722 10.27 0.000 .0454964 .0669494 105 | -.0068337 .0076267 -0.90 0.370 -.0217836 .0081161 | EL | 1 | -.0130655 .0062375 -2.09 0.036 -.0252923 -.0008387 2 | -.199506 .0065722 -30.36 0.000 -.2123887 -.1866233 3 | -.1628915 .0187695 -8.68 0.000 -.1996832 -.1260997 | 1.OD | .0392345 .0054635 7.18 0.000 .0285251 .049944 | AS | 2 | -.1182656 .0103023 -11.48 0.000 -.1384601 -.098071 3 | .0893643 .0115962 7.71 0.000 .0666335 .1120951 4 | .0707435 .0102188 6.92 0.000 .0507128 .0907743 | 1.FA | .0875652 .0149329 5.86 0.000 .0582939 .1168365 1.Cred | .0593373 .0090278 6.57 0.000 .0416412 .0770335 1.SA | -.0161653 .0057234 -2.82 0.005 -.0273843 -.0049464 1.HHS | -.0488845 .0070368 -6.95 0.000 -.0626779 -.035091 _cons | .2240953 .0114589 19.56 0.000 .2016336 .2465569 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD03000000.tmp" . regress pcons i.CA i.EL i.OD i.AS /// > i.FA i.Cred i.SA i.HHS c.HI Source | SS df MS Number of obs = 2998 -------------+------------------------------ F( 14, 2983) = 105.18 Model | 55.740691 14 3.98147793 Prob > F = 0.0000 Residual | 112.922913 2983 .037855485 R-squared = 0.3305 -------------+------------------------------ Adj R-squared = 0.3273 Total | 168.663604 2997 .056277479 Root MSE = .19456 ------------------------------------------------------------------------------ pcons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | -.0029229 .0084566 -0.35 0.730 -.0195043 .0136586 105 | .0802099 .0128889 6.22 0.000 .054938 .1054819 | EL | 1 | .0073457 .0091047 0.81 0.420 -.0105065 .0251978 2 | -.2079932 .0116652 -17.83 0.000 -.230866 -.1851205 3 | -.0693598 .0187529 -3.70 0.000 -.1061297 -.0325899 | 1.OD | .0365574 .00837 4.37 0.000 .0201459 .0529688 | AS | 2 | -.0896179 .0134337 -6.67 0.000 -.1159582 -.0632776 3 | .1140364 .0141472 8.06 0.000 .0862971 .1417756 4 | .1477933 .0131661 11.23 0.000 .1219777 .1736088 | 1.FA | .2317705 .0236486 9.80 0.000 .1854013 .2781396 1.Cred | .1176556 .0131537 8.94 0.000 .0918643 .1434468 1.SA | -.0282751 .0082781 -3.42 0.001 -.0445065 -.0120437 1.HHS | -.2432793 .0109862 -22.14 0.000 -.2648205 -.221738 HI | .0000408 3.72e-06 10.98 0.000 .0000335 .0000481 _cons | .265656 .0164995 16.10 0.000 .2333045 .2980075 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD03000000.tmp" . regress pcons i.CA i.EL i.OD i.AS /// > i.FA i.SA i.HHS c.HI Source | SS df MS Number of obs = 2998 -------------+------------------------------ F( 13, 2984) = 104.35 Model | 52.7119779 13 4.05476753 Prob > F = 0.0000 Residual | 115.951626 2984 .038857784 R-squared = 0.3125 -------------+------------------------------ Adj R-squared = 0.3095 Total | 168.663604 2997 .056277479 Root MSE = .19712 ------------------------------------------------------------------------------ pcons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .004505 .0085265 0.53 0.597 -.0122133 .0212233 105 | .0803846 .0130583 6.16 0.000 .0547803 .1059889 | EL | 1 | .0116689 .0092114 1.27 0.205 -.0063926 .0297303 2 | -.1987982 .0117727 -16.89 0.000 -.2218816 -.1757148 3 | -.0573324 .0189506 -3.03 0.003 -.09449 -.0201748 | 1.OD | .0354303 .0084791 4.18 0.000 .0188048 .0520557 | AS | 2 | -.0839666 .0135953 -6.18 0.000 -.1106238 -.0573094 3 | .1129351 .0143327 7.88 0.000 .0848321 .1410381 4 | .136161 .013274 10.26 0.000 .1101339 .1621882 | 1.FA | .1843757 .0233504 7.90 0.000 .1385911 .2301603 1.SA | -.025885 .0083826 -3.09 0.002 -.0423213 -.0094487 1.HHS | -.2450152 .0111289 -22.02 0.000 -.2668364 -.223194 HI | .000038 3.75e-06 10.12 0.000 .0000306 .0000453 _cons | .3728389 .0114913 32.45 0.000 .3503073 .3953705 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD03000000.tmp" . regress pcons i.CA i.EL i.OD i.AS /// > i.Cred i.SA i.HHS c.HI Source | SS df MS Number of obs = 2998 -------------+------------------------------ F( 13, 2984) = 102.61 Model | 52.1045953 13 4.00804579 Prob > F = 0.0000 Residual | 116.559009 2984 .03906133 R-squared = 0.3089 -------------+------------------------------ Adj R-squared = 0.3059 Total | 168.663604 2997 .056277479 Root MSE = .19764 ------------------------------------------------------------------------------ pcons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | -.0083458 .0085719 -0.97 0.330 -.0251531 .0084616 105 | .0740038 .0130767 5.66 0.000 .0483635 .0996441 | EL | 1 | .0106142 .0092424 1.15 0.251 -.0075079 .0287363 2 | -.1847466 .011602 -15.92 0.000 -.2074954 -.1619978 3 | -.0675691 .0190483 -3.55 0.000 -.1049183 -.03022 | 1.OD | .0248622 .0084154 2.95 0.003 .0083617 .0413627 | AS | 2 | -.0996729 .0136061 -7.33 0.000 -.1263513 -.0729945 3 | .132743 .0142393 9.32 0.000 .1048231 .1606629 4 | .1367761 .0133253 10.26 0.000 .1106484 .1629038 | 1.Cred | .0887712 .0130218 6.82 0.000 .0632385 .1143039 1.SA | -.0352309 .008378 -4.21 0.000 -.0516581 -.0188037 1.HHS | -.2475547 .011151 -22.20 0.000 -.2694191 -.2256903 HI | .000038 3.76e-06 10.11 0.000 .0000307 .0000454 _cons | .3121391 .0160528 19.44 0.000 .2806634 .3436148 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD03000000.tmp" . regress pcons i.CA i.FW i.EL i.OD i.AS /// > i.FA i.Cred i.HHS c.HI Source | SS df MS Number of obs = 2998 -------------+------------------------------ F( 14, 2983) = 121.43 Model | 61.2273054 14 4.37337896 Prob > F = 0.0000 Residual | 107.436299 2983 .036016191 R-squared = 0.3630 -------------+------------------------------ Adj R-squared = 0.3600 Total | 168.663604 2997 .056277479 Root MSE = .18978 ------------------------------------------------------------------------------ pcons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | -.0021302 .0082442 -0.26 0.796 -.0182952 .0140347 105 | .0768704 .0125744 6.11 0.000 .0522151 .1015258 | 1.FW | -.0976953 .0076148 -12.83 0.000 -.1126261 -.0827645 | EL | 1 | .0059932 .008868 0.68 0.499 -.0113949 .0233813 2 | -.2242667 .0114289 -19.62 0.000 -.246676 -.2018573 3 | -.1198588 .0187381 -6.40 0.000 -.1565998 -.0831178 | 1.OD | .0314223 .0079327 3.96 0.000 .0158681 .0469766 | AS | 2 | -.0881149 .0130513 -6.75 0.000 -.1137054 -.0625244 3 | .1246892 .0136449 9.14 0.000 .0979348 .1514437 4 | .129728 .0123394 10.51 0.000 .1055335 .1539226 | 1.FA | .28938 .023319 12.41 0.000 .243657 .3351031 1.Cred | .1454399 .0130244 11.17 0.000 .1199023 .1709776 1.HHS | -.2452085 .0106441 -23.04 0.000 -.2660791 -.2243379 HI | .0000342 3.62e-06 9.45 0.000 .0000271 .0000413 _cons | .2949298 .0161569 18.25 0.000 .26325 .3266096 ------------------------------------------------------------------------------ . . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD03000000.tmp" . regress pcons i.CA i.FW i.EL i.OD i.AS /// > i.FA i.Cred c.FEM i.HHS note: FEM omitted because of collinearity Source | SS df MS Number of obs = 10475 -------------+------------------------------ F( 13, 10461) = 130.27 Model | 99.2100972 13 7.63154594 Prob > F = 0.0000 Residual | 612.835351 10461 .058582865 R-squared = 0.1393 -------------+------------------------------ Adj R-squared = 0.1383 Total | 712.045448 10474 .067982189 Root MSE = .24204 ------------------------------------------------------------------------------ pcons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .0558216 .0054567 10.23 0.000 .0451255 .0665177 105 | -.0102677 .007636 -1.34 0.179 -.0252356 .0047002 | 1.FW | -.0314274 .0048499 -6.48 0.000 -.0409341 -.0219206 | EL | 1 | -.0153744 .0062386 -2.46 0.014 -.0276032 -.0031457 2 | -.2036318 .0065846 -30.93 0.000 -.2165388 -.1907247 3 | -.1823276 .0188499 -9.67 0.000 -.2192769 -.1453782 | 1.OD | .0412606 .0054262 7.60 0.000 .0306243 .0518969 | AS | 2 | -.1218658 .0101769 -11.97 0.000 -.1418144 -.1019172 3 | .0955661 .0115138 8.30 0.000 .0729968 .1181353 4 | .0632401 .0100194 6.31 0.000 .0436001 .0828801 | 1.FA | .0841352 .0148751 5.66 0.000 .054977 .1132933 1.Cred | .0615798 .0090212 6.83 0.000 .0438966 .0792631 FEM | 0 (omitted) 1.HHS | -.0502244 .0070153 -7.16 0.000 -.0639758 -.036473 _cons | .2347655 .0115704 20.29 0.000 .2120853 .2574457 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD03000000.tmp" . regress pcons i.CA i.FW i.EL i.OD i.AS /// > i.FA i.Cred c.MN i.HHS Source | SS df MS Number of obs = 10475 -------------+------------------------------ F( 14, 10460) = 1282.48 Model | 449.927818 14 32.1377013 Prob > F = 0.0000 Residual | 262.11763 10460 .025059047 R-squared = 0.6319 -------------+------------------------------ Adj R-squared = 0.6314 Total | 712.045448 10474 .067982189 Root MSE = .1583 ------------------------------------------------------------------------------ pcons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .0059095 .0035937 1.64 0.100 -.0011347 .0129538 105 | -.0858559 .0050348 -17.05 0.000 -.0957252 -.0759867 | 1.FW | -.0166868 .0031744 -5.26 0.000 -.0229093 -.0104643 | EL | 1 | .0212432 .0040919 5.19 0.000 .0132222 .0292641 2 | -.1320988 .0043488 -30.38 0.000 -.1406232 -.1235744 3 | -.0399889 .0123869 -3.23 0.001 -.0642697 -.0157082 | 1.OD | .0338711 .0035494 9.54 0.000 .0269135 .0408286 | AS | 2 | -.1171391 .0066561 -17.60 0.000 -.1301863 -.1040919 3 | .0218848 .0075561 2.90 0.004 .0070735 .0366962 4 | -.0317264 .006602 -4.81 0.000 -.0446675 -.0187853 | 1.FA | -.0692437 .0098148 -7.06 0.000 -.0884826 -.0500049 1.Cred | .0469707 .0059014 7.96 0.000 .0354029 .0585386 MN | .180687 .0015273 118.30 0.000 .1776932 .1836808 1.HHS | -.1375593 .0046472 -29.60 0.000 -.1466687 -.1284498 _cons | .0623543 .0077064 8.09 0.000 .0472482 .0774604 ------------------------------------------------------------------------------ . .HI invalid syntax r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD03000000.tmp" . regress pcons i.CA i.FW i.EL i.OD i.AS /// > i.FA i.Cred c.MN i.HHS c.HI Source | SS df MS Number of obs = 2998 -------------+------------------------------ F( 15, 2982) = 445.08 Model | 116.588441 15 7.77256272 Prob > F = 0.0000 Residual | 52.0751633 2982 .017463167 R-squared = 0.6912 -------------+------------------------------ Adj R-squared = 0.6897 Total | 168.663604 2997 .056277479 Root MSE = .13215 ------------------------------------------------------------------------------ pcons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | -.0346797 .0057697 -6.01 0.000 -.0459927 -.0233667 105 | -.1239759 .0094546 -13.11 0.000 -.1425141 -.1054376 | 1.FW | -.055007 .0053563 -10.27 0.000 -.0655094 -.0445045 | EL | 1 | .0561453 .006239 9.00 0.000 .0439122 .0683784 2 | -.0897029 .0083094 -10.80 0.000 -.1059955 -.0734102 3 | -.0352417 .0131341 -2.68 0.007 -.0609945 -.0094888 | 1.OD | .0502901 .0055339 9.09 0.000 .0394394 .0611408 | AS | 2 | -.0814947 .0090887 -8.97 0.000 -.0993155 -.0636739 3 | .0540658 .0095838 5.64 0.000 .0352743 .0728573 4 | -.0166615 .008977 -1.86 0.064 -.0342632 .0009402 | 1.FA | .0587387 .0167464 3.51 0.000 .025903 .0915743 1.Cred | .1501862 .0090696 16.56 0.000 .1324029 .1679695 MN | .1714139 .0030444 56.30 0.000 .1654445 .1773833 1.HHS | -.244156 .0074118 -32.94 0.000 -.2586887 -.2296232 HI | .0000423 2.53e-06 16.76 0.000 .0000374 .0000473 _cons | .0337541 .0121692 2.77 0.006 .0098932 .057615 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD03000000.tmp" . tobit pcons i.CA i.FW i.EL i.OD i.AS /// > i.FA i.Cred i.HHS, ll(0) ul(1) Tobit regression Number of obs = 10475 LR chi2(13) = 1571.29 Prob > chi2 = 0.0000 Log likelihood = -3.6750444 Pseudo R2 = 0.9953 ------------------------------------------------------------------------------ pcons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .0558798 .0054545 10.24 0.000 .0451879 .0665718 105 | -.0102723 .0076329 -1.35 0.178 -.0252342 .0046895 | 1.FW | -.0314123 .004848 -6.48 0.000 -.0409153 -.0219094 | EL | 1 | -.0154204 .0062361 -2.47 0.013 -.0276443 -.0031965 2 | -.2036641 .006582 -30.94 0.000 -.216566 -.1907622 3 | -.1823611 .0188423 -9.68 0.000 -.2192955 -.1454267 | 1.OD | .0412808 .005424 7.61 0.000 .0306488 .0519128 | AS | 2 | -.1218822 .0101727 -11.98 0.000 -.1418227 -.1019416 3 | .0955516 .0115091 8.30 0.000 .0729914 .1181117 4 | .0632238 .0100154 6.31 0.000 .0435917 .0828558 | 1.FA | .0841382 .0148691 5.66 0.000 .0549918 .1132845 1.Cred | .0614907 .0090179 6.82 0.000 .0438138 .0791676 1.HHS | -.0501819 .0070125 -7.16 0.000 -.0639278 -.036436 _cons | .2348066 .011566 20.30 0.000 .2121351 .2574782 -------------+---------------------------------------------------------------- /sigma | .241941 .001672 .2386636 .2452183 ------------------------------------------------------------------------------ Obs. summary: 0 left-censored observations 10472 uncensored observations 3 right-censored observations at pcons>=1 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD03000000.tmp" . regress pcons c.age i.SC i.EL i.OD c.HI /// > i.FA i.Cred c.HS c.MN i.HHS note: HS omitted because of collinearity Source | SS df MS Number of obs = 2998 -------------+------------------------------ F( 11, 2986) = 569.65 Model | 114.230127 11 10.384557 Prob > F = 0.0000 Residual | 54.4334769 2986 .018229564 R-squared = 0.6773 -------------+------------------------------ Adj R-squared = 0.6761 Total | 168.663604 2997 .056277479 Root MSE = .13502 ------------------------------------------------------------------------------ pcons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- age | -.0023092 .000263 -8.78 0.000 -.0028249 -.0017935 1.SC | -.0759403 .0063433 -11.97 0.000 -.088378 -.0635025 | EL | 1 | .0465935 .0061796 7.54 0.000 .0344767 .0587102 2 | -.0695682 .0077271 -9.00 0.000 -.0847192 -.0544171 3 | .0333285 .0129704 2.57 0.010 .0078967 .0587604 | 1.OD | .0661788 .0055826 11.85 0.000 .0552327 .0771249 HI | .0000416 2.52e-06 16.52 0.000 .0000366 .0000465 1.FA | .0637019 .0166511 3.83 0.000 .0310531 .0963507 1.Cred | .1286532 .0090748 14.18 0.000 .1108597 .1464467 HS | 0 (omitted) MN | .1776516 .0029901 59.41 0.000 .1717887 .1835145 1.HHS | -.265579 .0074339 -35.73 0.000 -.280155 -.2510029 _cons | .0950336 .0142477 6.67 0.000 .0670972 .1229699 ------------------------------------------------------------------------------ . end of do-file . exit, clear ------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 3 base\Article_3.log log type: text opened on: 28 May 2019, 08:47:52 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . use Article_3.dta, clear . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tobit lnCons i.CA i.EL i.OD i.AS /// > i.FA i.Cred c.MN i.HHS, ll(0) Tobit regression Number of obs = 14024 LR chi2(13) = 5473.45 Prob > chi2 = 0.0000 Log likelihood = -13539.602 Pseudo R2 = 0.1681 ------------------------------------------------------------------------------ lnCons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | -.0546356 .0122178 -4.47 0.000 -.0785842 -.030687 105 | .0748905 .0176557 4.24 0.000 .0402828 .1094981 | EL | 1 | -.0397437 .0143622 -2.77 0.006 -.0678954 -.0115919 2 | .3149616 .0147373 21.37 0.000 .2860745 .3438486 3 | .1423257 .0403863 3.52 0.000 .0631632 .2214883 | 1.OD | -.104204 .0119088 -8.75 0.000 -.1275468 -.0808613 | AS | 2 | .2594889 .0231217 11.22 0.000 .2141673 .3048106 3 | .0853447 .0210395 4.06 0.000 .0441044 .126585 4 | .0455473 .0182339 2.50 0.013 .0098065 .0812882 | 1.FA | .1883826 .0339627 5.55 0.000 .1218111 .2549541 1.Cred | -.0825088 .0185867 -4.44 0.000 -.1189411 -.0460764 MN | -.3852338 .0056132 -68.63 0.000 -.3962364 -.3742311 1.HHS | .2664777 .0155954 17.09 0.000 .2359086 .2970468 _cons | 13.44693 .0244571 549.82 0.000 13.39899 13.49487 -------------+---------------------------------------------------------------- /sigma | .6354136 .003794 .6279768 .6428503 ------------------------------------------------------------------------------ Obs. summary: 0 left-censored observations 14024 uncensored observations 0 right-censored observations . fitstat, saving(model4) | tobit -------------------------+------------- Log-likelihood | Model | -13539.602 Intercept-only | -16276.325 -------------------------+------------- Chi-square | Deviance (df=14009) | 27079.204 LR (df=13) | 5473.447 -------------------------+------------- R2 | McFadden | 0.168 McFadden (adjusted) | 0.167 Cox-Snell/ML | 0.323 Cragg-Uhler/Nagelkerke | 0.358 -------------------------+------------- IC | AIC | 27109.204 AIC divided by N | 1.933 BIC (df=15) | 27222.431 -------------------------+------------- Variance of | e | 0.404 . regress lnCons i.CA i.EL i.OD i.AS /// > i.FA i.Cred c.MN i.HHS Source | SS df MS Number of obs = 14024 -------------+------------------------------ F( 13, 14010) = 514.50 Model | 2703.19613 13 207.938164 Prob > F = 0.0000 Residual | 5662.19575 14010 .404153872 R-squared = 0.3231 -------------+------------------------------ Adj R-squared = 0.3225 Total | 8365.39188 14023 .596547949 Root MSE = .63573 ------------------------------------------------------------------------------ lnCons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | -.0546356 .0122241 -4.47 0.000 -.0785963 -.0306748 105 | .0748905 .0176647 4.24 0.000 .0402653 .1095157 | EL | 1 | -.0397437 .0143694 -2.77 0.006 -.0679097 -.0115776 2 | .3149616 .0147448 21.36 0.000 .2860599 .3438632 3 | .1423257 .0404068 3.52 0.000 .063123 .2215285 | 1.OD | -.104204 .0119148 -8.75 0.000 -.1275586 -.0808494 | AS | 2 | .2594889 .0231335 11.22 0.000 .2141443 .3048336 3 | .0853447 .0210502 4.05 0.000 .0440834 .126606 4 | .0455473 .0182431 2.50 0.013 .0097883 .0813063 | 1.FA | .1883826 .03398 5.54 0.000 .1217773 .2549879 1.Cred | -.0825088 .0185961 -4.44 0.000 -.1189596 -.0460579 MN | -.3852338 .0056161 -68.59 0.000 -.396242 -.3742255 1.HHS | .2664777 .0156034 17.08 0.000 .235893 .2970623 _cons | 13.44693 .0244695 549.54 0.000 13.39896 13.49489 ------------------------------------------------------------------------------ . fitstat, using(model4) | Current Saved Difference -------------------------+--------------------------------------- Log-likelihood | Model | -13539.602 -13539.602 0.000 Intercept-only | -16276.325 -16276.325 0.000 -------------------------+--------------------------------------- Chi-square | D (df=14010/14009/1) | 27079.204 27079.204 -0.000 -------------------------+--------------------------------------- R2 | R2 | 0.323 . . Adjusted R2 | 0.323 . . McFadden | 0.168 0.168 0.000 McFadden (adjusted) | 0.167 0.167 0.000 Cox-Snell/ML | 0.323 0.323 0.000 Cragg-Uhler/Nagelkerke | 0.358 0.358 0.000 -------------------------+--------------------------------------- IC | AIC | 27107.204 27109.204 -2.000 AIC divided by N | 1.933 1.933 -0.000 BIC (df=14/15/-1) | 27212.883 27222.431 -9.549 Difference of 9.549 in BIC provides strong support for current model. . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . regress pcons i.CA i.EL i.OD i.AS /// > i.FA i.Cred c.MN i.HHS Source | SS df MS Number of obs = 10475 -------------+------------------------------ F( 13, 10461) = 1375.50 Model | 449.23538 13 34.5565677 Prob > F = 0.0000 Residual | 262.810067 10461 .025122844 R-squared = 0.6309 -------------+------------------------------ Adj R-squared = 0.6304 Total | 712.045448 10474 .067982189 Root MSE = .1585 ------------------------------------------------------------------------------ pcons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .006549 .0035962 1.82 0.069 -.0005001 .0135982 105 | -.0835172 .0050215 -16.63 0.000 -.0933603 -.0736741 | EL | 1 | .0230442 .0040827 5.64 0.000 .0150413 .0310472 2 | -.1300125 .0043361 -29.98 0.000 -.1385121 -.1215129 3 | -.031405 .0122944 -2.55 0.011 -.0555045 -.0073055 | 1.OD | .0336251 .0035536 9.46 0.000 .0266594 .0405909 | AS | 2 | -.1174644 .0066643 -17.63 0.000 -.1305276 -.1044012 3 | .0203825 .0075603 2.70 0.007 .0055629 .0352021 4 | -.0308343 .0066082 -4.67 0.000 -.0437877 -.017881 | 1.FA | -.0653313 .009799 -6.67 0.000 -.0845392 -.0461235 1.Cred | .0455692 .0059029 7.72 0.000 .0339985 .05714 MN | .1810021 .0015281 118.45 0.000 .1780068 .1839975 1.HHS | -.1375687 .0046531 -29.56 0.000 -.1466898 -.1284477 _cons | .0540684 .0075531 7.16 0.000 .0392628 .0688739 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . regress pcons i.CA i.EL i.OD i.AS /// > i.FA i.Cred c.FEM i.HHS note: FEM omitted because of collinearity Source | SS df MS Number of obs = 10475 -------------+------------------------------ F( 12, 10462) = 137.09 Model | 96.7501863 12 8.06251553 Prob > F = 0.0000 Residual | 615.295262 10462 .058812394 R-squared = 0.1359 -------------+------------------------------ Adj R-squared = 0.1349 Total | 712.045448 10474 .067982189 Root MSE = .24251 ------------------------------------------------------------------------------ pcons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .0571921 .0054632 10.47 0.000 .0464831 .067901 105 | -.0056075 .0076169 -0.74 0.462 -.0205381 .009323 | EL | 1 | -.0120976 .0062302 -1.94 0.052 -.02431 .0001147 2 | -.1999317 .0065726 -30.42 0.000 -.2128153 -.1870481 3 | -.1666042 .0187296 -8.90 0.000 -.2033179 -.1298905 | 1.OD | .040821 .0054364 7.51 0.000 .0301647 .0514773 | AS | 2 | -.122495 .0101963 -12.01 0.000 -.1424817 -.1025083 3 | .0929746 .0115294 8.06 0.000 .0703749 .1155744 4 | .0652352 .0100343 6.50 0.000 .045566 .0849043 | 1.FA | .0920196 .0148543 6.19 0.000 .0629023 .1211369 1.Cred | .0589843 .0090299 6.53 0.000 .0412839 .0766846 FEM | 0 (omitted) 1.HHS | -.0499549 .0070289 -7.11 0.000 -.0637329 -.0361769 _cons | .2197032 .0113567 19.35 0.000 .1974418 .2419645 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . regress pcons i.CA i.EL i.OD i.AS /// > i.FA c.MN i.HHS Source | SS df MS Number of obs = 10475 -------------+------------------------------ F( 12, 10462) = 1476.89 Model | 447.738165 12 37.3115137 Prob > F = 0.0000 Residual | 264.307283 10462 .025263552 R-squared = 0.6288 -------------+------------------------------ Adj R-squared = 0.6284 Total | 712.045448 10474 .067982189 Root MSE = .15895 ------------------------------------------------------------------------------ pcons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .0089105 .0035932 2.48 0.013 .0018672 .0159538 105 | -.0840295 .0050351 -16.69 0.000 -.0938993 -.0741597 | EL | 1 | .0215476 .0040895 5.27 0.000 .0135313 .0295638 2 | -.1285247 .0043439 -29.59 0.000 -.1370396 -.1200097 3 | -.0282493 .012322 -2.29 0.022 -.0524028 -.0040958 | 1.OD | .0346083 .0035613 9.72 0.000 .0276276 .0415891 | AS | 2 | -.1205943 .0066705 -18.08 0.000 -.1336698 -.1075189 3 | .0166223 .0075657 2.20 0.028 .0017922 .0314525 4 | -.0313144 .0066264 -4.73 0.000 -.0443034 -.0183255 | 1.FA | -.0739673 .0097621 -7.58 0.000 -.093103 -.0548317 MN | .1812285 .0015321 118.29 0.000 .1782253 .1842316 1.HHS | -.1384211 .0046648 -29.67 0.000 -.1475651 -.1292771 _cons | .095523 .0053265 17.93 0.000 .0850821 .105964 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tobit pcons i.CA i.EL i.OD i.AS /// > i.FA c.MN i.HHS, ll(0) Tobit regression Number of obs = 10475 LR chi2(12) = 10381.03 Prob > chi2 = 0.0000 Log likelihood = 4408.7039 Pseudo R2 = 6.6391 ------------------------------------------------------------------------------ pcons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .0089105 .0035909 2.48 0.013 .0018716 .0159494 105 | -.0840295 .005032 -16.70 0.000 -.0938932 -.0741658 | EL | 1 | .0215476 .004087 5.27 0.000 .0135363 .0295589 2 | -.1285247 .0043412 -29.61 0.000 -.1370343 -.120015 3 | -.0282493 .0123144 -2.29 0.022 -.0523878 -.0041108 | 1.OD | .0346083 .0035591 9.72 0.000 .0276319 .0415847 | AS | 2 | -.1205943 .0066664 -18.09 0.000 -.1336617 -.107527 3 | .0166223 .007561 2.20 0.028 .0018014 .0314433 4 | -.0313144 .0066223 -4.73 0.000 -.0442953 -.0183335 | 1.FA | -.0739673 .0097561 -7.58 0.000 -.0930911 -.0548436 MN | .1812285 .0015311 118.36 0.000 .1782272 .1842298 1.HHS | -.1384211 .0046619 -29.69 0.000 -.1475594 -.1292828 _cons | .095523 .0053232 17.94 0.000 .0850885 .1059575 -------------+---------------------------------------------------------------- /sigma | .1588465 .0010975 .1566952 .1609977 ------------------------------------------------------------------------------ Obs. summary: 0 left-censored observations 10475 uncensored observations 0 right-censored observations . fitstat, saving(model1) | tobit -------------------------+------------- Log-likelihood | Model | 4408.704 Intercept-only | -781.812 -------------------------+------------- Chi-square | Deviance (df=10461) | -8817.408 LR (df=12) | 10381.033 -------------------------+------------- R2 | McFadden | 6.639 McFadden (adjusted) | 6.621 Cox-Snell/ML | 0.629 Cragg-Uhler/Nagelkerke | 4.535 -------------------------+------------- IC | AIC | -8789.408 AIC divided by N | -0.839 BIC (df=14) | -8687.813 -------------------------+------------- Variance of | e | 0.025 . regress pcons i.CA i.EL i.OD i.AS /// > i.FA c.MN i.HHS Source | SS df MS Number of obs = 10475 -------------+------------------------------ F( 12, 10462) = 1476.89 Model | 447.738165 12 37.3115137 Prob > F = 0.0000 Residual | 264.307283 10462 .025263552 R-squared = 0.6288 -------------+------------------------------ Adj R-squared = 0.6284 Total | 712.045448 10474 .067982189 Root MSE = .15895 ------------------------------------------------------------------------------ pcons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .0089105 .0035932 2.48 0.013 .0018672 .0159538 105 | -.0840295 .0050351 -16.69 0.000 -.0938993 -.0741597 | EL | 1 | .0215476 .0040895 5.27 0.000 .0135313 .0295638 2 | -.1285247 .0043439 -29.59 0.000 -.1370396 -.1200097 3 | -.0282493 .012322 -2.29 0.022 -.0524028 -.0040958 | 1.OD | .0346083 .0035613 9.72 0.000 .0276276 .0415891 | AS | 2 | -.1205943 .0066705 -18.08 0.000 -.1336698 -.1075189 3 | .0166223 .0075657 2.20 0.028 .0017922 .0314525 4 | -.0313144 .0066264 -4.73 0.000 -.0443034 -.0183255 | 1.FA | -.0739673 .0097621 -7.58 0.000 -.093103 -.0548317 MN | .1812285 .0015321 118.29 0.000 .1782253 .1842316 1.HHS | -.1384211 .0046648 -29.67 0.000 -.1475651 -.1292771 _cons | .095523 .0053265 17.93 0.000 .0850821 .105964 ------------------------------------------------------------------------------ . fitstat, using(model1) | Current Saved Difference -------------------------+--------------------------------------- Log-likelihood | Model | 4408.704 4408.704 -0.000 Intercept-only | -781.812 -781.812 -0.000 -------------------------+--------------------------------------- Chi-square | D (df=10462/10461/1) | -8817.408 -8817.408 0.000 -------------------------+--------------------------------------- R2 | R2 | 0.629 . . Adjusted R2 | 0.628 . . McFadden | 6.639 6.639 -0.000 McFadden (adjusted) | 6.622 6.621 0.001 Cox-Snell/ML | 0.629 0.629 -0.000 Cragg-Uhler/Nagelkerke | 4.535 4.535 -0.000 -------------------------+--------------------------------------- IC | AIC | -8791.408 -8789.408 -2.000 AIC divided by N | -0.839 -0.839 -0.000 BIC (df=13/14/-1) | -8697.070 -8687.813 -9.257 Difference of 9.257 in BIC provides strong support for current model. . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . ///as many statistical procedures work best when applied to variables that > //follow normal distribution, we test normality of our dep var (p130 Lawrence C.) . sktest lnCons Skewness/Kurtosis tests for Normality ------- joint ------ Variable | Obs Pr(Skewness) Pr(Kurtosis) adj chi2(2) Prob>chi2 -------------+--------------------------------------------------------------- lnCons | 3.2e+05 0.0000 0.0000 . . . sktest pcons Skewness/Kurtosis tests for Normality ------- joint ------ Variable | Obs Pr(Skewness) Pr(Kurtosis) adj chi2(2) Prob>chi2 -------------+--------------------------------------------------------------- pcons | 1.0e+04 0.0000 0.0004 . . . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . //pour utiliser les regression OLS, il faut que les residu soit normaux . *on genere les residu et on voit leur normalit�. on peut utiliser kdensity et/ou histogra > m . predict e, resid e already defined r(110); end of do-file r(110); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . histogram e, kdensity normal //le diagramme montre que les residu sont approximativement (bin=40, start=-2.0152965, width=.05445641) . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . //tester les modele contenant age (saved model) et CAT . regress pcons i.CA i.EL i.OD i.AS /// > i.FA c.MN i.HHS Source | SS df MS Number of obs = 10475 -------------+------------------------------ F( 12, 10462) = 1476.89 Model | 447.738165 12 37.3115137 Prob > F = 0.0000 Residual | 264.307283 10462 .025263552 R-squared = 0.6288 -------------+------------------------------ Adj R-squared = 0.6284 Total | 712.045448 10474 .067982189 Root MSE = .15895 ------------------------------------------------------------------------------ pcons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .0089105 .0035932 2.48 0.013 .0018672 .0159538 105 | -.0840295 .0050351 -16.69 0.000 -.0938993 -.0741597 | EL | 1 | .0215476 .0040895 5.27 0.000 .0135313 .0295638 2 | -.1285247 .0043439 -29.59 0.000 -.1370396 -.1200097 3 | -.0282493 .012322 -2.29 0.022 -.0524028 -.0040958 | 1.OD | .0346083 .0035613 9.72 0.000 .0276276 .0415891 | AS | 2 | -.1205943 .0066705 -18.08 0.000 -.1336698 -.1075189 3 | .0166223 .0075657 2.20 0.028 .0017922 .0314525 4 | -.0313144 .0066264 -4.73 0.000 -.0443034 -.0183255 | 1.FA | -.0739673 .0097621 -7.58 0.000 -.093103 -.0548317 MN | .1812285 .0015321 118.29 0.000 .1782253 .1842316 1.HHS | -.1384211 .0046648 -29.67 0.000 -.1475651 -.1292771 _cons | .095523 .0053265 17.93 0.000 .0850821 .105964 ------------------------------------------------------------------------------ . fitstat, saving(model1) | regress -------------------------+------------- Log-likelihood | Model | 4408.704 Intercept-only | -781.812 -------------------------+------------- Chi-square | Deviance (df=10462) | -8817.408 -------------------------+------------- R2 | R2 | 0.629 Adjusted R2 | 0.628 McFadden | 6.639 McFadden (adjusted) | 6.622 Cox-Snell/ML | 0.629 Cragg-Uhler/Nagelkerke | 4.535 -------------------------+------------- IC | AIC | -8791.408 AIC divided by N | -0.839 BIC (df=13) | -8697.070 . regress pcons c.age i.EL i.OD i.AS /// > i.FA c.MN i.HHS Source | SS df MS Number of obs = 10475 -------------+------------------------------ F( 11, 10463) = 1566.30 Model | 443.012937 11 40.2739033 Prob > F = 0.0000 Residual | 269.032511 10463 .025712751 R-squared = 0.6222 -------------+------------------------------ Adj R-squared = 0.6218 Total | 712.045448 10474 .067982189 Root MSE = .16035 ------------------------------------------------------------------------------ pcons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- age | -.0017609 .0001341 -13.13 0.000 -.0020238 -.0014979 | EL | 1 | .0233289 .0041094 5.68 0.000 .0152738 .0313841 2 | -.1304233 .0043839 -29.75 0.000 -.1390165 -.12183 3 | -.0198876 .0124605 -1.60 0.111 -.0443126 .0045374 | 1.OD | .0381029 .0035863 10.62 0.000 .0310731 .0451328 | AS | 2 | -.1277133 .006747 -18.93 0.000 -.1409387 -.1144879 3 | .0025844 .0075499 0.34 0.732 -.0122148 .0173836 4 | -.0332197 .0066801 -4.97 0.000 -.046314 -.0201254 | 1.FA | -.0908729 .0098167 -9.26 0.000 -.1101155 -.0716302 MN | .1827814 .0015545 117.58 0.000 .1797342 .1858286 1.HHS | -.1558045 .0046805 -33.29 0.000 -.1649791 -.1466298 _cons | .1683474 .0072349 23.27 0.000 .1541657 .1825292 ------------------------------------------------------------------------------ . fitstat, using(model1) | Current Saved Difference -------------------------+--------------------------------------- Log-likelihood | Model | 4315.896 4408.704 -92.808 Intercept-only | -781.812 -781.812 0.000 -------------------------+--------------------------------------- Chi-square | D (df=10463/10462/1) | -8631.792 -8817.408 185.615 -------------------------+--------------------------------------- R2 | R2 | 0.622 0.629 -0.007 Adjusted R2 | 0.622 0.628 -0.007 McFadden | 6.520 6.639 -0.119 McFadden (adjusted) | 6.505 6.622 -0.117 Cox-Snell/ML | 0.622 0.629 -0.007 Cragg-Uhler/Nagelkerke | 4.487 4.535 -0.048 -------------------------+--------------------------------------- IC | AIC | -8607.792 -8791.408 183.615 AIC divided by N | -0.822 -0.839 0.018 BIC (df=12/13/-1) | -8520.711 -8697.070 176.359 Difference of 176.359 in BIC provides very strong support for saved model. . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . mtable, at(EL=(0 1 2 3) AS=(1 2 3 4)) atmeans Expression: Linear prediction, predict() | EL AS xb ----------+----------------------------- 1 | 0 1 0.274 2 | 0 2 0.146 3 | 0 3 0.276 4 | 0 4 0.240 5 | 1 1 0.297 6 | 1 2 0.169 7 | 1 3 0.299 8 | 1 4 0.264 9 | 2 1 0.143 10 | 2 2 0.015 11 | 2 3 0.146 12 | 2 4 0.110 13 | 3 1 0.254 14 | 3 2 0.126 15 | 3 3 0.256 16 | 3 4 0.220 Specified values of covariates | 1. 1. 1. | age OD FA MN HHS ----------+------------------------------------------------- Current | 39.2 .684 .0297 1.54 .842 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . listcoef, help percent option percent not allowed after regress . estat summarize Estimation sample regress Number of obs = 10475 ------------------------------------------------------------- Variable | Mean Std. Dev. Min Max -------------+----------------------------------------------- pcons | .2454498 .2607339 .001918 1 age | 39.19962 12.68492 18 77 | EL | 1 | .2044869 .4033454 0 1 2 | .1759427 .3807896 0 1 3 | .0168019 .1285348 0 1 | 1.OD | .6838186 .4650068 0 1 | AS | 2 | .0600477 .2375866 0 1 3 | .0462053 .2099394 0 1 4 | .0618616 .2409155 0 1 | 1.FA | .0296897 .1697381 0 1 MN | 1.543389 1.06038 0 12 1.HHS | .8421957 .3645748 0 1 ------------------------------------------------------------- . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . regress pcons c.age i.EL i.OD i.AS /// > i.FA c.MN i.HHS Source | SS df MS Number of obs = 10475 -------------+------------------------------ F( 11, 10463) = 1566.30 Model | 443.012937 11 40.2739033 Prob > F = 0.0000 Residual | 269.032511 10463 .025712751 R-squared = 0.6222 -------------+------------------------------ Adj R-squared = 0.6218 Total | 712.045448 10474 .067982189 Root MSE = .16035 ------------------------------------------------------------------------------ pcons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- age | -.0017609 .0001341 -13.13 0.000 -.0020238 -.0014979 | EL | 1 | .0233289 .0041094 5.68 0.000 .0152738 .0313841 2 | -.1304233 .0043839 -29.75 0.000 -.1390165 -.12183 3 | -.0198876 .0124605 -1.60 0.111 -.0443126 .0045374 | 1.OD | .0381029 .0035863 10.62 0.000 .0310731 .0451328 | AS | 2 | -.1277133 .006747 -18.93 0.000 -.1409387 -.1144879 3 | .0025844 .0075499 0.34 0.732 -.0122148 .0173836 4 | -.0332197 .0066801 -4.97 0.000 -.046314 -.0201254 | 1.FA | -.0908729 .0098167 -9.26 0.000 -.1101155 -.0716302 MN | .1827814 .0015545 117.58 0.000 .1797342 .1858286 1.HHS | -.1558045 .0046805 -33.29 0.000 -.1649791 -.1466298 _cons | .1683474 .0072349 23.27 0.000 .1541657 .1825292 ------------------------------------------------------------------------------ . listcoef, help percent option percent not allowed after regress . estat summarize Estimation sample regress Number of obs = 10475 ------------------------------------------------------------- Variable | Mean Std. Dev. Min Max -------------+----------------------------------------------- pcons | .2454498 .2607339 .001918 1 age | 39.19962 12.68492 18 77 | EL | 1 | .2044869 .4033454 0 1 2 | .1759427 .3807896 0 1 3 | .0168019 .1285348 0 1 | 1.OD | .6838186 .4650068 0 1 | AS | 2 | .0600477 .2375866 0 1 3 | .0462053 .2099394 0 1 4 | .0618616 .2409155 0 1 | 1.FA | .0296897 .1697381 0 1 MN | 1.543389 1.06038 0 12 1.HHS | .8421957 .3645748 0 1 ------------------------------------------------------------- . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . regress pcons i.CA i.EL i.OD i.AS /// > i.FA c.MN i.HHS Source | SS df MS Number of obs = 10475 -------------+------------------------------ F( 12, 10462) = 1476.89 Model | 447.738165 12 37.3115137 Prob > F = 0.0000 Residual | 264.307283 10462 .025263552 R-squared = 0.6288 -------------+------------------------------ Adj R-squared = 0.6284 Total | 712.045448 10474 .067982189 Root MSE = .15895 ------------------------------------------------------------------------------ pcons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .0089105 .0035932 2.48 0.013 .0018672 .0159538 105 | -.0840295 .0050351 -16.69 0.000 -.0938993 -.0741597 | EL | 1 | .0215476 .0040895 5.27 0.000 .0135313 .0295638 2 | -.1285247 .0043439 -29.59 0.000 -.1370396 -.1200097 3 | -.0282493 .012322 -2.29 0.022 -.0524028 -.0040958 | 1.OD | .0346083 .0035613 9.72 0.000 .0276276 .0415891 | AS | 2 | -.1205943 .0066705 -18.08 0.000 -.1336698 -.1075189 3 | .0166223 .0075657 2.20 0.028 .0017922 .0314525 4 | -.0313144 .0066264 -4.73 0.000 -.0443034 -.0183255 | 1.FA | -.0739673 .0097621 -7.58 0.000 -.093103 -.0548317 MN | .1812285 .0015321 118.29 0.000 .1782253 .1842316 1.HHS | -.1384211 .0046648 -29.67 0.000 -.1475651 -.1292771 _cons | .095523 .0053265 17.93 0.000 .0850821 .105964 ------------------------------------------------------------------------------ . estat summarize Estimation sample regress Number of obs = 10475 ------------------------------------------------------------- Variable | Mean Std. Dev. Min Max -------------+----------------------------------------------- pcons | .2454498 .2607339 .001918 1 | CA | 55 | .4025776 .4904404 0 1 105 | .1328878 .3394697 0 1 | EL | 1 | .2044869 .4033454 0 1 2 | .1759427 .3807896 0 1 3 | .0168019 .1285348 0 1 | 1.OD | .6838186 .4650068 0 1 | AS | 2 | .0600477 .2375866 0 1 3 | .0462053 .2099394 0 1 4 | .0618616 .2409155 0 1 | 1.FA | .0296897 .1697381 0 1 MN | 1.543389 1.06038 0 12 1.HHS | .8421957 .3645748 0 1 ------------------------------------------------------------- . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tabulate VUL P0, row column chi2 all exact +-------------------+ | Key | |-------------------| | frequency | | row percentage | | column percentage | +-------------------+ Enumerating sample-space combinations: stage 3: enumerations = 1 stage 2: enumerations = 400 stage 1: enumerations = 0 repartitio | n fort et | faible | pauvret� vulnerable | 0 1 | Total -----------+----------------------+---------- 0 | 7,132 1,003 | 8,135 | 87.67 12.33 | 100.00 | 91.69 37.19 | 77.66 -----------+----------------------+---------- 1 | 144 255 | 399 | 36.09 63.91 | 100.00 | 1.85 9.45 | 3.81 -----------+----------------------+---------- 2 | 502 1,439 | 1,941 | 25.86 74.14 | 100.00 | 6.45 53.36 | 18.53 -----------+----------------------+---------- Total | 7,778 2,697 | 10,475 | 74.25 25.75 | 100.00 | 100.00 100.00 | 100.00 Pearson chi2(2) = 3.4e+03 Pr = 0.000 likelihood-ratio chi2(2) = 3.1e+03 Pr = 0.000 Cram�r's V = 0.5737 gamma = 0.8812 ASE = 0.006 Kendall's tau-b = 0.5648 ASE = 0.009 Fisher's exact = 0.000 . end of do-file . exit, clear ------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 3 base\Article_3.log log type: text opened on: 30 May 2019, 10:17:00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . use Article_3.dta, clear . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tabulate VUL P0, row column chi2 all exact +-------------------+ | Key | |-------------------| | frequency | | row percentage | | column percentage | +-------------------+ Enumerating sample-space combinations: stage 3: enumerations = 1 stage 2: enumerations = 400 stage 1: enumerations = 0 repartitio | n fort et | faible | pauvret� vulnerable | 0 1 | Total -----------+----------------------+---------- 0 | 7,132 1,003 | 8,135 | 87.67 12.33 | 100.00 | 91.69 37.19 | 77.66 -----------+----------------------+---------- 1 | 144 255 | 399 | 36.09 63.91 | 100.00 | 1.85 9.45 | 3.81 -----------+----------------------+---------- 2 | 502 1,439 | 1,941 | 25.86 74.14 | 100.00 | 6.45 53.36 | 18.53 -----------+----------------------+---------- Total | 7,778 2,697 | 10,475 | 74.25 25.75 | 100.00 | 100.00 100.00 | 100.00 Pearson chi2(2) = 3.4e+03 Pr = 0.000 likelihood-ratio chi2(2) = 3.1e+03 Pr = 0.000 Cram�r's V = 0.5737 gamma = 0.8812 ASE = 0.006 Kendall's tau-b = 0.5648 ASE = 0.009 Fisher's exact = 0.000 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab b05rg VUL, row column chi2 +-------------------+ | Key | |-------------------| | frequency | | row percentage | | column percentage | +-------------------+ | repartition fort et faible | vulnerable r�gion | 0 1 2 | Total -----------+---------------------------------+---------- 1 | 2 0 1 | 3 | 66.67 0.00 33.33 | 100.00 | 0.02 0.00 0.05 | 0.03 -----------+---------------------------------+---------- 10 | 93 40 98 | 231 | 40.26 17.32 42.42 | 100.00 | 1.14 10.03 5.05 | 2.21 -----------+---------------------------------+---------- 11 | 89 0 40 | 129 | 68.99 0.00 31.01 | 100.00 | 1.09 0.00 2.06 | 1.23 -----------+---------------------------------+---------- 12 | 222 1 41 | 264 | 84.09 0.38 15.53 | 100.00 | 2.73 0.25 2.11 | 2.52 -----------+---------------------------------+---------- 13 | 93 43 2 | 138 | 67.39 31.16 1.45 | 100.00 | 1.14 10.78 0.10 | 1.32 -----------+---------------------------------+---------- 14 | 47 0 127 | 174 | 27.01 0.00 72.99 | 100.00 | 0.58 0.00 6.54 | 1.66 -----------+---------------------------------+---------- 15 | 399 130 87 | 616 | 64.77 21.10 14.12 | 100.00 | 4.90 32.58 4.48 | 5.88 -----------+---------------------------------+---------- 16 | 221 0 5 | 226 | 97.79 0.00 2.21 | 100.00 | 2.72 0.00 0.26 | 2.16 -----------+---------------------------------+---------- 17 | 145 0 87 | 232 | 62.50 0.00 37.50 | 100.00 | 1.78 0.00 4.48 | 2.21 -----------+---------------------------------+---------- 18 | 137 1 42 | 180 | 76.11 0.56 23.33 | 100.00 | 1.68 0.25 2.16 | 1.72 -----------+---------------------------------+---------- 19 | 368 1 41 | 410 | 89.76 0.24 10.00 | 100.00 | 4.52 0.25 2.11 | 3.91 -----------+---------------------------------+---------- 2 | 177 0 1 | 178 | 99.44 0.00 0.56 | 100.00 | 2.18 0.00 0.05 | 1.70 -----------+---------------------------------+---------- 20 | 49 44 55 | 148 | 33.11 29.73 37.16 | 100.00 | 0.60 11.03 2.83 | 1.41 -----------+---------------------------------+---------- 21 | 133 2 7 | 142 | 93.66 1.41 4.93 | 100.00 | 1.63 0.50 0.36 | 1.36 -----------+---------------------------------+---------- 22 | 141 0 99 | 240 | 58.75 0.00 41.25 | 100.00 | 1.73 0.00 5.10 | 2.29 -----------+---------------------------------+---------- 23 | 177 3 44 | 224 | 79.02 1.34 19.64 | 100.00 | 2.18 0.75 2.27 | 2.14 -----------+---------------------------------+---------- 24 | 222 0 271 | 493 | 45.03 0.00 54.97 | 100.00 | 2.73 0.00 13.96 | 4.71 -----------+---------------------------------+---------- 25 | 184 0 2 | 186 | 98.92 0.00 1.08 | 100.00 | 2.26 0.00 0.10 | 1.78 -----------+---------------------------------+---------- 26 | 314 0 41 | 355 | 88.45 0.00 11.55 | 100.00 | 3.86 0.00 2.11 | 3.39 -----------+---------------------------------+---------- 27 | 674 2 89 | 765 | 88.10 0.26 11.63 | 100.00 | 8.29 0.50 4.59 | 7.30 -----------+---------------------------------+---------- 28 | 267 0 44 | 311 | 85.85 0.00 14.15 | 100.00 | 3.28 0.00 2.27 | 2.97 -----------+---------------------------------+---------- 29 | 224 0 46 | 270 | 82.96 0.00 17.04 | 100.00 | 2.75 0.00 2.37 | 2.58 -----------+---------------------------------+---------- 3 | 617 3 128 | 748 | 82.49 0.40 17.11 | 100.00 | 7.58 0.75 6.59 | 7.14 -----------+---------------------------------+---------- 30 | 43 0 3 | 46 | 93.48 0.00 6.52 | 100.00 | 0.53 0.00 0.15 | 0.44 -----------+---------------------------------+---------- 31 | 366 1 12 | 379 | 96.57 0.26 3.17 | 100.00 | 4.50 0.25 0.62 | 3.62 -----------+---------------------------------+---------- 32 | 273 85 126 | 484 | 56.40 17.56 26.03 | 100.00 | 3.36 21.30 6.49 | 4.62 -----------+---------------------------------+---------- 33 | 405 0 18 | 423 | 95.74 0.00 4.26 | 100.00 | 4.98 0.00 0.93 | 4.04 -----------+---------------------------------+---------- 4 | 175 40 43 | 258 | 67.83 15.50 16.67 | 100.00 | 2.15 10.03 2.22 | 2.46 -----------+---------------------------------+---------- 5 | 579 0 158 | 737 | 78.56 0.00 21.44 | 100.00 | 7.12 0.00 8.14 | 7.04 -----------+---------------------------------+---------- 6 | 541 1 177 | 719 | 75.24 0.14 24.62 | 100.00 | 6.65 0.25 9.12 | 6.86 -----------+---------------------------------+---------- 7 | 133 0 4 | 137 | 97.08 0.00 2.92 | 100.00 | 1.63 0.00 0.21 | 1.31 -----------+---------------------------------+---------- 8 | 181 0 1 | 182 | 99.45 0.00 0.55 | 100.00 | 2.22 0.00 0.05 | 1.74 -----------+---------------------------------+---------- 9 | 444 2 1 | 447 | 99.33 0.45 0.22 | 100.00 | 5.46 0.50 0.05 | 4.27 -----------+---------------------------------+---------- Total | 8,135 399 1,941 | 10,475 | 77.66 3.81 18.53 | 100.00 | 100.00 100.00 100.00 | 100.00 Pearson chi2(64) = 3.5e+03 Pr = 0.000 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab b05_region VUL, row column chi2 +-------------------+ | Key | |-------------------| | frequency | | row percentage | | column percentage | +-------------------+ | repartition fort et faible | vulnerable r�gion | 0 1 2 | Total ----------------------+---------------------------------+---------- district autonome d'a | 2 0 1 | 3 | 66.67 0.00 33.33 | 100.00 | 0.02 0.00 0.05 | 0.03 ----------------------+---------------------------------+---------- haut-sassandra | 177 0 1 | 178 | 99.44 0.00 0.56 | 100.00 | 2.18 0.00 0.05 | 1.70 ----------------------+---------------------------------+---------- poro | 617 3 128 | 748 | 82.49 0.40 17.11 | 100.00 | 7.58 0.75 6.59 | 7.14 ----------------------+---------------------------------+---------- gbeke | 175 40 43 | 258 | 67.83 15.50 16.67 | 100.00 | 2.15 10.03 2.22 | 2.46 ----------------------+---------------------------------+---------- indenie-djuablin | 579 0 158 | 737 | 78.56 0.00 21.44 | 100.00 | 7.12 0.00 8.14 | 7.04 ----------------------+---------------------------------+---------- tonkpi | 541 1 177 | 719 | 75.24 0.14 24.62 | 100.00 | 6.65 0.25 9.12 | 6.86 ----------------------+---------------------------------+---------- district autonome de | 133 0 4 | 137 | 97.08 0.00 2.92 | 100.00 | 1.63 0.00 0.21 | 1.31 ----------------------+---------------------------------+---------- gontougo | 181 0 1 | 182 | 99.45 0.00 0.55 | 100.00 | 2.22 0.00 0.05 | 1.74 ----------------------+---------------------------------+---------- san-pedro | 444 2 1 | 447 | 99.33 0.45 0.22 | 100.00 | 5.46 0.50 0.05 | 4.27 ----------------------+---------------------------------+---------- kabadougou | 93 40 98 | 231 | 40.26 17.32 42.42 | 100.00 | 1.14 10.03 5.05 | 2.21 ----------------------+---------------------------------+---------- n'zi | 89 0 40 | 129 | 68.99 0.00 31.01 | 100.00 | 1.09 0.00 2.06 | 1.23 ----------------------+---------------------------------+---------- marahoue | 222 1 41 | 264 | 84.09 0.38 15.53 | 100.00 | 2.73 0.25 2.11 | 2.52 ----------------------+---------------------------------+---------- sud-comoe | 93 43 2 | 138 | 67.39 31.16 1.45 | 100.00 | 1.14 10.78 0.10 | 1.32 ----------------------+---------------------------------+---------- worodougou | 47 0 127 | 174 | 27.01 0.00 72.99 | 100.00 | 0.58 0.00 6.54 | 1.66 ----------------------+---------------------------------+---------- loh-djiboua | 399 130 87 | 616 | 64.77 21.10 14.12 | 100.00 | 4.90 32.58 4.48 | 5.88 ----------------------+---------------------------------+---------- agneby-tiassa | 221 0 5 | 226 | 97.79 0.00 2.21 | 100.00 | 2.72 0.00 0.26 | 2.16 ----------------------+---------------------------------+---------- goh | 145 0 87 | 232 | 62.50 0.00 37.50 | 100.00 | 1.78 0.00 4.48 | 2.21 ----------------------+---------------------------------+---------- cavally | 137 1 42 | 180 | 76.11 0.56 23.33 | 100.00 | 1.68 0.25 2.16 | 1.72 ----------------------+---------------------------------+---------- bafing | 368 1 41 | 410 | 89.76 0.24 10.00 | 100.00 | 4.52 0.25 2.11 | 3.91 ----------------------+---------------------------------+---------- bagoue | 49 44 55 | 148 | 33.11 29.73 37.16 | 100.00 | 0.60 11.03 2.83 | 1.41 ----------------------+---------------------------------+---------- belier | 133 2 7 | 142 | 93.66 1.41 4.93 | 100.00 | 1.63 0.50 0.36 | 1.36 ----------------------+---------------------------------+---------- bere | 141 0 99 | 240 | 58.75 0.00 41.25 | 100.00 | 1.73 0.00 5.10 | 2.29 ----------------------+---------------------------------+---------- bounkani | 177 3 44 | 224 | 79.02 1.34 19.64 | 100.00 | 2.18 0.75 2.27 | 2.14 ----------------------+---------------------------------+---------- folon | 222 0 271 | 493 | 45.03 0.00 54.97 | 100.00 | 2.73 0.00 13.96 | 4.71 ----------------------+---------------------------------+---------- gbokle | 184 0 2 | 186 | 98.92 0.00 1.08 | 100.00 | 2.26 0.00 0.10 | 1.78 ----------------------+---------------------------------+---------- grands-ponts | 314 0 41 | 355 | 88.45 0.00 11.55 | 100.00 | 3.86 0.00 2.11 | 3.39 ----------------------+---------------------------------+---------- guemon | 674 2 89 | 765 | 88.10 0.26 11.63 | 100.00 | 8.29 0.50 4.59 | 7.30 ----------------------+---------------------------------+---------- hambol | 267 0 44 | 311 | 85.85 0.00 14.15 | 100.00 | 3.28 0.00 2.27 | 2.97 ----------------------+---------------------------------+---------- iffou | 224 0 46 | 270 | 82.96 0.00 17.04 | 100.00 | 2.75 0.00 2.37 | 2.58 ----------------------+---------------------------------+---------- la me | 43 0 3 | 46 | 93.48 0.00 6.52 | 100.00 | 0.53 0.00 0.15 | 0.44 ----------------------+---------------------------------+---------- nawa | 366 1 12 | 379 | 96.57 0.26 3.17 | 100.00 | 4.50 0.25 0.62 | 3.62 ----------------------+---------------------------------+---------- tchologo | 273 85 126 | 484 | 56.40 17.56 26.03 | 100.00 | 3.36 21.30 6.49 | 4.62 ----------------------+---------------------------------+---------- moronou | 405 0 18 | 423 | 95.74 0.00 4.26 | 100.00 | 4.98 0.00 0.93 | 4.04 ----------------------+---------------------------------+---------- Total | 8,135 399 1,941 | 10,475 | 77.66 3.81 18.53 | 100.00 | 100.00 100.00 100.00 | 100.00 Pearson chi2(64) = 3.5e+03 Pr = 0.000 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab b05_region P0, row column chi2 +-------------------+ | Key | |-------------------| | frequency | | row percentage | | column percentage | +-------------------+ | pauvret� r�gion | 0 1 | Total ----------------------+----------------------+---------- district autonome d'a | 1,883 2,106 | 3,989 | 47.20 52.80 | 100.00 | 1.03 1.53 | 1.25 ----------------------+----------------------+---------- haut-sassandra | 7,821 7,073 | 14,894 | 52.51 47.49 | 100.00 | 4.29 5.14 | 4.66 ----------------------+----------------------+---------- poro | 5,357 4,271 | 9,628 | 55.64 44.36 | 100.00 | 2.94 3.10 | 3.01 ----------------------+----------------------+---------- gbeke | 3,193 3,404 | 6,597 | 48.40 51.60 | 100.00 | 1.75 2.47 | 2.06 ----------------------+----------------------+---------- indenie-djuablin | 5,443 3,822 | 9,265 | 58.75 41.25 | 100.00 | 2.99 2.78 | 2.90 ----------------------+----------------------+---------- tonkpi | 6,158 7,706 | 13,864 | 44.42 55.58 | 100.00 | 3.38 5.60 | 4.33 ----------------------+----------------------+---------- district autonome de | 3,778 1,709 | 5,487 | 68.85 31.15 | 100.00 | 2.07 1.24 | 1.72 ----------------------+----------------------+---------- gontougo | 5,162 3,546 | 8,708 | 59.28 40.72 | 100.00 | 2.83 2.58 | 2.72 ----------------------+----------------------+---------- san-pedro | 9,846 3,102 | 12,948 | 76.04 23.96 | 100.00 | 5.40 2.25 | 4.05 ----------------------+----------------------+---------- kabadougou | 3,052 6,746 | 9,798 | 31.15 68.85 | 100.00 | 1.67 4.90 | 3.06 ----------------------+----------------------+---------- n'zi | 3,591 3,428 | 7,019 | 51.16 48.84 | 100.00 | 1.97 2.49 | 2.19 ----------------------+----------------------+---------- marahoue | 5,174 4,531 | 9,705 | 53.31 46.69 | 100.00 | 2.84 3.29 | 3.03 ----------------------+----------------------+---------- sud-comoe | 6,969 3,736 | 10,705 | 65.10 34.90 | 100.00 | 3.82 2.71 | 3.35 ----------------------+----------------------+---------- worodougou | 5,177 5,078 | 10,255 | 50.48 49.52 | 100.00 | 2.84 3.69 | 3.21 ----------------------+----------------------+---------- loh-djiboua | 5,486 4,230 | 9,716 | 56.46 43.54 | 100.00 | 3.01 3.07 | 3.04 ----------------------+----------------------+---------- agneby-tiassa | 6,664 4,221 | 10,885 | 61.22 38.78 | 100.00 | 3.66 3.07 | 3.40 ----------------------+----------------------+---------- goh | 6,300 4,945 | 11,245 | 56.02 43.98 | 100.00 | 3.46 3.59 | 3.51 ----------------------+----------------------+---------- cavally | 5,164 1,844 | 7,008 | 73.69 26.31 | 100.00 | 2.83 1.34 | 2.19 ----------------------+----------------------+---------- bafing | 4,362 4,270 | 8,632 | 50.53 49.47 | 100.00 | 2.39 3.10 | 2.70 ----------------------+----------------------+---------- bagoue | 2,515 5,629 | 8,144 | 30.88 69.12 | 100.00 | 1.38 4.09 | 2.55 ----------------------+----------------------+---------- belier | 5,708 4,002 | 9,710 | 58.78 41.22 | 100.00 | 3.13 2.91 | 3.04 ----------------------+----------------------+---------- bere | 6,118 4,676 | 10,794 | 56.68 43.32 | 100.00 | 3.36 3.40 | 3.37 ----------------------+----------------------+---------- bounkani | 6,105 4,845 | 10,950 | 55.75 44.25 | 100.00 | 3.35 3.52 | 3.42 ----------------------+----------------------+---------- folon | 3,689 5,400 | 9,089 | 40.59 59.41 | 100.00 | 2.02 3.92 | 2.84 ----------------------+----------------------+---------- gbokle | 7,198 3,513 | 10,711 | 67.20 32.80 | 100.00 | 3.95 2.55 | 3.35 ----------------------+----------------------+---------- grands-ponts | 2,430 2,295 | 4,725 | 51.43 48.57 | 100.00 | 1.33 1.67 | 1.48 ----------------------+----------------------+---------- guemon | 8,182 3,601 | 11,783 | 69.44 30.56 | 100.00 | 4.49 2.62 | 3.68 ----------------------+----------------------+---------- hambol | 6,019 4,862 | 10,881 | 55.32 44.68 | 100.00 | 3.30 3.53 | 3.40 ----------------------+----------------------+---------- iffou | 4,854 4,184 | 9,038 | 53.71 46.29 | 100.00 | 2.66 3.04 | 2.83 ----------------------+----------------------+---------- la me | 6,656 3,321 | 9,977 | 66.71 33.29 | 100.00 | 3.65 2.41 | 3.12 ----------------------+----------------------+---------- nawa | 11,772 3,327 | 15,099 | 77.97 22.03 | 100.00 | 6.46 2.42 | 4.72 ----------------------+----------------------+---------- tchologo | 3,693 4,274 | 7,967 | 46.35 53.65 | 100.00 | 2.03 3.11 | 2.49 ----------------------+----------------------+---------- moronou | 6,784 3,919 | 10,703 | 63.38 36.62 | 100.00 | 3.72 2.85 | 3.35 ----------------------+----------------------+---------- Total | 182,303 137,616 | 319,919 | 56.98 43.02 | 100.00 | 100.00 100.00 | 100.00 Pearson chi2(32) = 1.6e+04 Pr = 0.000 . end of do-file ------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 3 base\Article_3.log log type: text opened on: 30 May 2019, 11:16:11 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . use Article_3.dta, clear . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . regress pcons i.CA i.EL i.OD i.AS /// > i.FA c.MN i.HHS Source | SS df MS Number of obs = 10475 -------------+------------------------------ F( 12, 10462) = 1476.89 Model | 447.738165 12 37.3115137 Prob > F = 0.0000 Residual | 264.307283 10462 .025263552 R-squared = 0.6288 -------------+------------------------------ Adj R-squared = 0.6284 Total | 712.045448 10474 .067982189 Root MSE = .15895 ------------------------------------------------------------------------------ pcons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .0089105 .0035932 2.48 0.013 .0018672 .0159538 105 | -.0840295 .0050351 -16.69 0.000 -.0938993 -.0741597 | EL | 1 | .0215476 .0040895 5.27 0.000 .0135313 .0295638 2 | -.1285247 .0043439 -29.59 0.000 -.1370396 -.1200097 3 | -.0282493 .012322 -2.29 0.022 -.0524028 -.0040958 | 1.OD | .0346083 .0035613 9.72 0.000 .0276276 .0415891 | AS | 2 | -.1205943 .0066705 -18.08 0.000 -.1336698 -.1075189 3 | .0166223 .0075657 2.20 0.028 .0017922 .0314525 4 | -.0313144 .0066264 -4.73 0.000 -.0443034 -.0183255 | 1.FA | -.0739673 .0097621 -7.58 0.000 -.093103 -.0548317 MN | .1812285 .0015321 118.29 0.000 .1782253 .1842316 1.HHS | -.1384211 .0046648 -29.67 0.000 -.1475651 -.1292771 _cons | .095523 .0053265 17.93 0.000 .0850821 .105964 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . vif Variable | VIF 1/VIF -------------+---------------------- CA | 55 | 1.29 0.776708 105 | 1.21 0.825580 EL | 1 | 1.13 0.886501 2 | 1.13 0.881542 3 | 1.04 0.961562 1.OD | 1.14 0.879536 AS | 2 | 1.04 0.960325 3 | 1.05 0.956093 4 | 1.06 0.946455 1.FA | 1.14 0.878485 MN | 1.09 0.913898 1.HHS | 1.20 0.833940 -------------+---------------------- Mean VIF | 1.13 . end of do-file . exit, clear . exit, clear ------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 3 base\Article_3.log log type: text opened on: 4 Jun 2019, 08:45:18 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . use Article_3.dta, clear . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . table milieu [w=newpond], contents( mean P0 mean P1 mean P2 ) (frequency weights assumed) ---------------------------------------------- Milieu de | r�sidence | mean(P0) mean(P1) mean(P2) ----------+----------------------------------- Rural | .4060401 .1437916 .0710787 ---------------------------------------------- . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . tab P0 [w=newpond] (frequency weights assumed) pauvret� | Freq. Percent Cum. ------------+----------------------------------- 0 | 88,698,987 59.40 59.40 1 | 60,635,988 40.60 100.00 ------------+----------------------------------- Total |149,334,975 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . gen VP=1 if pcons>=.406 & pcons<.5 (324984 missing values generated) . replace VP=2 if .5<=pcons (317053 real changes made) . replace VP=0 if pcons<.406 (7931 real changes made) . replace VP=. if pcons==. (315112 real changes made, 315112 to missing) . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . tab VP [w=newpond], content(mean P0) (frequency weights assumed) option content() not allowed r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . tab VP [w=newpond] (frequency weights assumed) VP | Freq. Percent Cum. ------------+----------------------------------- 0 | 3,649,712 77.97 77.97 1 | 278,212 5.94 83.91 2 | 752,942 16.09 100.00 ------------+----------------------------------- Total | 4,680,866 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . tab VP P0 [w=newpond] (frequency weights assumed) | pauvret� VP | 0 1 | Total -----------+----------------------+---------- 0 | 3,213,223 436,489 | 3,649,712 1 | 125,586 152,626 | 278,212 2 | 181,339 571,603 | 752,942 -----------+----------------------+---------- Total | 3,520,148 1,160,718 | 4,680,866 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . tab VP P0 [w=newpond], row column chi2 (frequency weights assumed) +-------------------+ | Key | |-------------------| | frequency | | row percentage | | column percentage | +-------------------+ | pauvret� VP | 0 1 | Total -----------+----------------------+---------- 0 | 3,213,223 436,489 | 3,649,712 | 88.04 11.96 | 100.00 | 91.28 37.61 | 77.97 -----------+----------------------+---------- 1 | 125,586 152,626 | 278,212 | 45.14 54.86 | 100.00 | 3.57 13.15 | 5.94 -----------+----------------------+---------- 2 | 181,339 571,603 | 752,942 | 24.08 75.92 | 100.00 | 5.15 49.25 | 16.09 -----------+----------------------+---------- Total | 3,520,148 1,160,718 | 4,680,866 | 75.20 24.80 | 100.00 | 100.00 100.00 | 100.00 Pearson chi2(2) = 1.5e+06 Pr = 0.000 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . tab milieu [w=newpond], contents( mean VP=0 mean VP=1 mean VP=2 ) (frequency weights assumed) option contents() not allowed r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . sum VP Variable | Obs Mean Std. Dev. Min Max -------------+-------------------------------------------------------- VP | 10475 .4281623 .7845347 0 2 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . label variable VP "vul selon taux pauvre rural" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . gen Vul0=1 if pcons>=.406 (7931 missing values generated) . replace Vul0=0 if pcons<.406 (7931 real changes made) . replace Vul1=. if pcons==. (0 real changes made) . label variable Vul0 "vul according poors account in sample" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . tab b05_region [w=newpond], contents(mean P0 mean Vul0) row column chi2 (frequency weights assumed) option contents() not allowed r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . tab b05_region [w=newpond], contents(mean P0 mean Vul0) chi2 (frequency weights assumed) option contents() not allowed r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . tab b05_region [w=newpond], contents( mean P0 mean Vul0) (frequency weights assumed) option contents() not allowed r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . tab milieu [w=newpond], contents( mean VP=0 mean VP=1 mean VP=2 ) (frequency weights assumed) option contents() not allowed r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . table b05_region [w=newpond], contents( mean P0 mean Vul0) (frequency weights assumed) ---------------------------------------------------------- r�gion | mean(P0) mean(Vul0) ----------------------------------+----------------------- district autonome d'abidjan | .4698922 .9997126 haut-sassandra | .4345132 .9867806 poro | .4455504 .940571 gbeke | .5261407 .9691541 indenie-djuablin | .391519 .9358412 tonkpi | .531909 .9668703 district autonome de yamoussoukro | .3183501 .9801661 gontougo | .4462293 .9893358 san-pedro | .2501554 .9713706 kabadougou | .6702949 .9930599 n'zi | .4937253 .9910434 marahoue | .4964207 .9859917 sud-comoe | .3371423 .9929197 worodougou | .4671245 .9983019 loh-djiboua | .4497662 .961027 agneby-tiassa | .380858 .9744355 goh | .4091672 .9896594 cavally | .2468502 .9747851 bafing | .5106606 .9627459 bagoue | .5943794 .991203 belier | .4323754 .9882327 bere | .4297059 .9885961 bounkani | .4864365 .983014 folon | .5720263 .9756773 gbokle | .3537456 .9870099 grands-ponts | .4756693 .9366997 guemon | .3195489 .9534485 hambol | .4342483 .977499 iffou | .469079 .9790074 la me | .3576043 .9947859 nawa | .2080417 .9778571 tchologo | .4874687 .9596482 moronou | .3782641 .9623752 ---------------------------------------------------------- . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . sum Vul0 Variable | Obs Mean Std. Dev. Min Max -------------+-------------------------------------------------------- Vul0 | 325587 .9756409 .1541616 0 1 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . sum Vul1 Variable | Obs Mean Std. Dev. Min Max -------------+-------------------------------------------------------- Vul1 | 10475 .223389 .4165368 0 1 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . tab VUL repartition | fort et | faible | vulnerable | Freq. Percent Cum. ------------+----------------------------------- 0 | 8,135 77.66 77.66 1 | 399 3.81 81.47 2 | 1,941 18.53 100.00 ------------+----------------------------------- Total | 10,475 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . tab VP vul selon | taux pauvre | rural | Freq. Percent Cum. ------------+----------------------------------- 0 | 7,931 75.71 75.71 1 | 603 5.76 81.47 2 | 1,941 18.53 100.00 ------------+----------------------------------- Total | 10,475 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . tab Vul0 vul | according | poors | account in | sample | Freq. Percent Cum. ------------+----------------------------------- 0 | 7,931 2.44 2.44 1 | 317,656 97.56 100.00 ------------+----------------------------------- Total | 325,587 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . table b05_region [w=newpond], contents( mean P0 mean Vul1) (frequency weights assumed) ---------------------------------------------------------- r�gion | mean(P0) mean(Vul1) ----------------------------------+----------------------- district autonome d'abidjan | .4698922 .5676015 haut-sassandra | .4345132 .0021913 poro | .4455504 .1866036 gbeke | .5261407 .1417788 indenie-djuablin | .391519 .2464143 tonkpi | .531909 .2342337 district autonome de yamoussoukro | .3183501 .038562 gontougo | .4462293 .0021962 san-pedro | .2501554 .0045436 kabadougou | .6702949 .7493675 n'zi | .4937253 .4428752 marahoue | .4964207 .2911395 sud-comoe | .3371423 .269159 worodougou | .4671245 .8963808 loh-djiboua | .4497662 .2774337 agneby-tiassa | .380858 .019814 goh | .4091672 .3897191 cavally | .2468502 .1919944 bafing | .5106606 .0698142 bagoue | .5943794 .6646457 belier | .4323754 .069463 bere | .4297059 .5187036 bounkani | .4864365 .177356 folon | .5720263 .518736 gbokle | .3537456 .0170962 grands-ponts | .4756693 .1058676 guemon | .3195489 .1021183 hambol | .4342483 .2259981 iffou | .469079 .239829 la me | .3576043 .065966 nawa | .2080417 .0349656 tchologo | .4874687 .4113421 moronou | .3782641 .0456929 ---------------------------------------------------------- . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . mlincom Vul1-P0 mlincom requires e(b) in memory; with margins or mtable, use the post option . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . table b05_region [w=newpond], contents( mean P0 mean Vul1) chi2 all exact (frequency weights assumed) option chi2 not allowed r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . table b05_region [w=newpond], contents( mean P0 mean Vul1), pwcompare invalid 'pwcompare' r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . table b05_region [w=newpond], contents( mean P0 mean Vul1) pwcompare (frequency weights assumed) option pwcompare not allowed r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . table b05_region [w=newpond], contents( mean P0 mean Vul1 pwcompare) (frequency weights assumed) pwcompare invalid or requires argument r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . table b05_region [w=newpond], contents( mean P0 mean Vul1 pwcompare mean P0 /* > */ mean Vul) (frequency weights assumed) variable mean not found r(111); end of do-file r(111); . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . ttest P0==Vul1 Paired t test ------------------------------------------------------------------------------ Variable | Obs Mean Std. Err. Std. Dev. [95% Conf. Interval] ---------+-------------------------------------------------------------------- P0 | 10475 .2574702 .0042723 .4372614 .2490956 .2658447 Vul1 | 10475 .223389 .0040698 .4165368 .2154114 .2313667 ---------+-------------------------------------------------------------------- diff | 10475 .0340811 .0038625 .3953174 .0265099 .0416524 ------------------------------------------------------------------------------ mean(diff) = mean(P0 - Vul1) t = 8.8236 Ho: mean(diff) = 0 degrees of freedom = 10474 Ha: mean(diff) < 0 Ha: mean(diff) != 0 Ha: mean(diff) > 0 Pr(T < t) = 1.0000 Pr(|T| > |t|) = 0.0000 Pr(T > t) = 0.0000 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . tab P0 Vul1 | fort et faiblement | vulnerables pauvret� | 0 1 | Total -----------+----------------------+---------- 0 | 7,132 646 | 7,778 1 | 1,003 1,694 | 2,697 -----------+----------------------+---------- Total | 8,135 2,340 | 10,475 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . tab P0 Vul1, row column chi2 all exact +-------------------+ | Key | |-------------------| | frequency | | row percentage | | column percentage | +-------------------+ | fort et faiblement | vulnerables pauvret� | 0 1 | Total -----------+----------------------+---------- 0 | 7,132 646 | 7,778 | 91.69 8.31 | 100.00 | 87.67 27.61 | 74.25 -----------+----------------------+---------- 1 | 1,003 1,694 | 2,697 | 37.19 62.81 | 100.00 | 12.33 72.39 | 25.75 -----------+----------------------+---------- Total | 8,135 2,340 | 10,475 | 77.66 22.34 | 100.00 | 100.00 100.00 | 100.00 Pearson chi2(1) = 3.4e+03 Pr = 0.000 likelihood-ratio chi2(1) = 3.1e+03 Pr = 0.000 Cram�r's V = 0.5722 gamma = 0.8982 ASE = 0.006 Kendall's tau-b = 0.5722 ASE = 0.009 Fisher's exact = 0.000 1-sided Fisher's exact = 0.000 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . save Article_3.dta, replace file Article_3.dta saved . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . log close name: log: D:\Essaie estimation stata\Article 3 base\Article_3.log log type: text closed on: 4 Jun 2019, 11:03:09 ------------------------------------------------------------------------------------------- ------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 3 base\Article_3.log log type: text opened on: 4 Jun 2019, 19:46:07 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . ttest Vul1 (P0) too many variables specified r(103); end of do-file r(103); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . ttest Vul1, by(P0) Two-sample t test with equal variances ------------------------------------------------------------------------------ Group | Obs Mean Std. Err. Std. Dev. [95% Conf. Interval] ---------+-------------------------------------------------------------------- 0 | 7778 .0830548 .0031293 .2759827 .0769205 .0891891 1 | 2697 .6281053 .0093082 .4834001 .6098533 .6463573 ---------+-------------------------------------------------------------------- combined | 10475 .223389 .0040698 .4165368 .2154114 .2313667 ---------+-------------------------------------------------------------------- diff | -.5450505 .0076342 -.560015 -.5300861 ------------------------------------------------------------------------------ diff = mean(0) - mean(1) t = -71.3961 Ho: diff = 0 degrees of freedom = 10473 Ha: diff < 0 Ha: diff != 0 Ha: diff > 0 Pr(T < t) = 0.0000 Pr(|T| > |t|) = 0.0000 Pr(T > t) = 1.0000 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . ttest P0, by(Vul1) Two-sample t test with equal variances ------------------------------------------------------------------------------ Group | Obs Mean Std. Err. Std. Dev. [95% Conf. Interval] ---------+-------------------------------------------------------------------- 0 | 8135 .1232944 .0036454 .3287951 .1161485 .1304403 1 | 2340 .7239316 .0092436 .4471466 .7058051 .7420582 ---------+-------------------------------------------------------------------- combined | 10475 .2574702 .0042723 .4372614 .2490956 .2658447 ---------+-------------------------------------------------------------------- diff | -.6006372 .0084127 -.6171278 -.5841466 ------------------------------------------------------------------------------ diff = mean(0) - mean(1) t = -71.3961 Ho: diff = 0 degrees of freedom = 10473 Ha: diff < 0 Ha: diff != 0 Ha: diff > 0 Pr(T < t) = 0.0000 Pr(|T| > |t|) = 0.0000 Pr(T > t) = 1.0000 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . ttest Vul1, by(P0) [w=newpond] option [ not allowed r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . ttest Vul1 [w=newpond], by(P0) weights not allowed r(101); end of do-file r(101); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . table b05_region [w=newpond], contents( mean P0 mean Vul1) (frequency weights assumed) ---------------------------------------------------------- r�gion | mean(P0) mean(Vul1) ----------------------------------+----------------------- district autonome d'abidjan | .4698922 .5676015 haut-sassandra | .4345132 .0021913 poro | .4455504 .1866036 gbeke | .5261407 .1417788 indenie-djuablin | .391519 .2464143 tonkpi | .531909 .2342337 district autonome de yamoussoukro | .3183501 .038562 gontougo | .4462293 .0021962 san-pedro | .2501554 .0045436 kabadougou | .6702949 .7493675 n'zi | .4937253 .4428752 marahoue | .4964207 .2911395 sud-comoe | .3371423 .269159 worodougou | .4671245 .8963808 loh-djiboua | .4497662 .2774337 agneby-tiassa | .380858 .019814 goh | .4091672 .3897191 cavally | .2468502 .1919944 bafing | .5106606 .0698142 bagoue | .5943794 .6646457 belier | .4323754 .069463 bere | .4297059 .5187036 bounkani | .4864365 .177356 folon | .5720263 .518736 gbokle | .3537456 .0170962 grands-ponts | .4756693 .1058676 guemon | .3195489 .1021183 hambol | .4342483 .2259981 iffou | .469079 .239829 la me | .3576043 .065966 nawa | .2080417 .0349656 tchologo | .4874687 .4113421 moronou | .3782641 .0456929 ---------------------------------------------------------- . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . table b05_region, contents( mean P0 mean Vul1) ---------------------------------------------------------- r�gion | mean(P0) mean(Vul1) ----------------------------------+----------------------- district autonome d'abidjan | .5279519 .3333333 haut-sassandra | .4748892 .005618 poro | .443602 .1751337 gbeke | .5159921 .3217054 indenie-djuablin | .4125202 .2143826 tonkpi | .555828 .2475661 district autonome de yamoussoukro | .3114634 .0291971 gontougo | .4072118 .0054945 san-pedro | .2395737 .0067114 kabadougou | .6885079 .5974026 n'zi | .4883887 .3100775 marahoue | .4668728 .1590909 sud-comoe | .3489958 .326087 worodougou | .4951731 .729885 loh-djiboua | .4353643 .3522727 agneby-tiassa | .3877814 .0221239 goh | .439751 .375 cavally | .2631279 .2388889 bafing | .494671 .102439 bagoue | .6911837 .6689189 belier | .4121524 .0633803 bere | .4332036 .4125 bounkani | .4424658 .2098214 folon | .5941248 .5496957 gbokle | .3279806 .0107527 grands-ponts | .4857143 .115493 guemon | .3056098 .1189542 hambol | .4468339 .1414791 iffou | .4629343 .1703704 la me | .3328656 .0652174 nawa | .2203457 .0343008 tchologo | .5364629 .4359504 moronou | .366159 .0425532 ---------------------------------------------------------- . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . log close name: log: D:\Essaie estimation stata\Article 3 base\Article_3.log log type: text closed on: 4 Jun 2019, 20:07:48 ------------------------------------------------------------------------------------------- ------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 3 base\Article_3.log log type: text opened on: 5 Jun 2019, 12:20:26 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab b05_region r�gion | Freq. Percent Cum. ----------------------------------+----------------------------------- district autonome d'abidjan | 3,989 1.25 1.25 haut-sassandra | 14,894 4.66 5.90 poro | 9,628 3.01 8.91 gbeke | 6,597 2.06 10.97 indenie-djuablin | 9,265 2.90 13.87 tonkpi | 13,864 4.33 18.20 district autonome de yamoussoukro | 5,487 1.72 19.92 gontougo | 8,708 2.72 22.64 san-pedro | 12,948 4.05 26.69 kabadougou | 9,798 3.06 29.75 n'zi | 7,019 2.19 31.94 marahoue | 9,705 3.03 34.98 sud-comoe | 10,705 3.35 38.32 worodougou | 10,255 3.21 41.53 loh-djiboua | 9,716 3.04 44.57 agneby-tiassa | 10,885 3.40 47.97 goh | 11,245 3.51 51.48 cavally | 7,008 2.19 53.67 bafing | 8,632 2.70 56.37 bagoue | 8,144 2.55 58.92 belier | 9,710 3.04 61.95 bere | 10,794 3.37 65.33 bounkani | 10,950 3.42 68.75 folon | 9,089 2.84 71.59 gbokle | 10,711 3.35 74.94 grands-ponts | 4,725 1.48 76.42 guemon | 11,783 3.68 80.10 hambol | 10,881 3.40 83.50 iffou | 9,038 2.83 86.33 la me | 9,977 3.12 89.44 nawa | 15,099 4.72 94.16 tchologo | 7,967 2.49 96.65 moronou | 10,703 3.35 100.00 ----------------------------------+----------------------------------- Total | 319,919 100.00 . end of do-file . exit, clear ------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 3 base\Article_3.log log type: text opened on: 5 Jun 2019, 15:12:21 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab b05_region P0, row column chi2 +-------------------+ | Key | |-------------------| | frequency | | row percentage | | column percentage | +-------------------+ | pauvret� r�gion | 0 1 | Total ----------------------+----------------------+---------- district autonome d'a | 1,883 2,106 | 3,989 | 47.20 52.80 | 100.00 | 1.03 1.53 | 1.25 ----------------------+----------------------+---------- haut-sassandra | 7,821 7,073 | 14,894 | 52.51 47.49 | 100.00 | 4.29 5.14 | 4.66 ----------------------+----------------------+---------- poro | 5,357 4,271 | 9,628 | 55.64 44.36 | 100.00 | 2.94 3.10 | 3.01 ----------------------+----------------------+---------- gbeke | 3,193 3,404 | 6,597 | 48.40 51.60 | 100.00 | 1.75 2.47 | 2.06 ----------------------+----------------------+---------- indenie-djuablin | 5,443 3,822 | 9,265 | 58.75 41.25 | 100.00 | 2.99 2.78 | 2.90 ----------------------+----------------------+---------- tonkpi | 6,158 7,706 | 13,864 | 44.42 55.58 | 100.00 | 3.38 5.60 | 4.33 ----------------------+----------------------+---------- district autonome de | 3,778 1,709 | 5,487 | 68.85 31.15 | 100.00 | 2.07 1.24 | 1.72 ----------------------+----------------------+---------- gontougo | 5,162 3,546 | 8,708 | 59.28 40.72 | 100.00 | 2.83 2.58 | 2.72 ----------------------+----------------------+---------- san-pedro | 9,846 3,102 | 12,948 | 76.04 23.96 | 100.00 | 5.40 2.25 | 4.05 ----------------------+----------------------+---------- kabadougou | 3,052 6,746 | 9,798 | 31.15 68.85 | 100.00 | 1.67 4.90 | 3.06 ----------------------+----------------------+---------- n'zi | 3,591 3,428 | 7,019 | 51.16 48.84 | 100.00 | 1.97 2.49 | 2.19 ----------------------+----------------------+---------- marahoue | 5,174 4,531 | 9,705 | 53.31 46.69 | 100.00 | 2.84 3.29 | 3.03 ----------------------+----------------------+---------- sud-comoe | 6,969 3,736 | 10,705 | 65.10 34.90 | 100.00 | 3.82 2.71 | 3.35 ----------------------+----------------------+---------- worodougou | 5,177 5,078 | 10,255 | 50.48 49.52 | 100.00 | 2.84 3.69 | 3.21 ----------------------+----------------------+---------- loh-djiboua | 5,486 4,230 | 9,716 | 56.46 43.54 | 100.00 | 3.01 3.07 | 3.04 ----------------------+----------------------+---------- agneby-tiassa | 6,664 4,221 | 10,885 | 61.22 38.78 | 100.00 | 3.66 3.07 | 3.40 ----------------------+----------------------+---------- goh | 6,300 4,945 | 11,245 | 56.02 43.98 | 100.00 | 3.46 3.59 | 3.51 ----------------------+----------------------+---------- cavally | 5,164 1,844 | 7,008 | 73.69 26.31 | 100.00 | 2.83 1.34 | 2.19 ----------------------+----------------------+---------- bafing | 4,362 4,270 | 8,632 | 50.53 49.47 | 100.00 | 2.39 3.10 | 2.70 ----------------------+----------------------+---------- bagoue | 2,515 5,629 | 8,144 | 30.88 69.12 | 100.00 | 1.38 4.09 | 2.55 ----------------------+----------------------+---------- belier | 5,708 4,002 | 9,710 | 58.78 41.22 | 100.00 | 3.13 2.91 | 3.04 ----------------------+----------------------+---------- bere | 6,118 4,676 | 10,794 | 56.68 43.32 | 100.00 | 3.36 3.40 | 3.37 ----------------------+----------------------+---------- bounkani | 6,105 4,845 | 10,950 | 55.75 44.25 | 100.00 | 3.35 3.52 | 3.42 ----------------------+----------------------+---------- folon | 3,689 5,400 | 9,089 | 40.59 59.41 | 100.00 | 2.02 3.92 | 2.84 ----------------------+----------------------+---------- gbokle | 7,198 3,513 | 10,711 | 67.20 32.80 | 100.00 | 3.95 2.55 | 3.35 ----------------------+----------------------+---------- grands-ponts | 2,430 2,295 | 4,725 | 51.43 48.57 | 100.00 | 1.33 1.67 | 1.48 ----------------------+----------------------+---------- guemon | 8,182 3,601 | 11,783 | 69.44 30.56 | 100.00 | 4.49 2.62 | 3.68 ----------------------+----------------------+---------- hambol | 6,019 4,862 | 10,881 | 55.32 44.68 | 100.00 | 3.30 3.53 | 3.40 ----------------------+----------------------+---------- iffou | 4,854 4,184 | 9,038 | 53.71 46.29 | 100.00 | 2.66 3.04 | 2.83 ----------------------+----------------------+---------- la me | 6,656 3,321 | 9,977 | 66.71 33.29 | 100.00 | 3.65 2.41 | 3.12 ----------------------+----------------------+---------- nawa | 11,772 3,327 | 15,099 | 77.97 22.03 | 100.00 | 6.46 2.42 | 4.72 ----------------------+----------------------+---------- tchologo | 3,693 4,274 | 7,967 | 46.35 53.65 | 100.00 | 2.03 3.11 | 2.49 ----------------------+----------------------+---------- moronou | 6,784 3,919 | 10,703 | 63.38 36.62 | 100.00 | 3.72 2.85 | 3.35 ----------------------+----------------------+---------- Total | 182,303 137,616 | 319,919 | 56.98 43.02 | 100.00 | 100.00 100.00 | 100.00 Pearson chi2(32) = 1.6e+04 Pr = 0.000 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab b05_region Vul1, row column chi2 +-------------------+ | Key | |-------------------| | frequency | | row percentage | | column percentage | +-------------------+ | fort et faiblement | vulnerables r�gion | 0 1 | Total ----------------------+----------------------+---------- district autonome d'a | 2 1 | 3 | 66.67 33.33 | 100.00 | 0.02 0.04 | 0.03 ----------------------+----------------------+---------- haut-sassandra | 177 1 | 178 | 99.44 0.56 | 100.00 | 2.18 0.04 | 1.70 ----------------------+----------------------+---------- poro | 617 131 | 748 | 82.49 17.51 | 100.00 | 7.58 5.60 | 7.14 ----------------------+----------------------+---------- gbeke | 175 83 | 258 | 67.83 32.17 | 100.00 | 2.15 3.55 | 2.46 ----------------------+----------------------+---------- indenie-djuablin | 579 158 | 737 | 78.56 21.44 | 100.00 | 7.12 6.75 | 7.04 ----------------------+----------------------+---------- tonkpi | 541 178 | 719 | 75.24 24.76 | 100.00 | 6.65 7.61 | 6.86 ----------------------+----------------------+---------- district autonome de | 133 4 | 137 | 97.08 2.92 | 100.00 | 1.63 0.17 | 1.31 ----------------------+----------------------+---------- gontougo | 181 1 | 182 | 99.45 0.55 | 100.00 | 2.22 0.04 | 1.74 ----------------------+----------------------+---------- san-pedro | 444 3 | 447 | 99.33 0.67 | 100.00 | 5.46 0.13 | 4.27 ----------------------+----------------------+---------- kabadougou | 93 138 | 231 | 40.26 59.74 | 100.00 | 1.14 5.90 | 2.21 ----------------------+----------------------+---------- n'zi | 89 40 | 129 | 68.99 31.01 | 100.00 | 1.09 1.71 | 1.23 ----------------------+----------------------+---------- marahoue | 222 42 | 264 | 84.09 15.91 | 100.00 | 2.73 1.79 | 2.52 ----------------------+----------------------+---------- sud-comoe | 93 45 | 138 | 67.39 32.61 | 100.00 | 1.14 1.92 | 1.32 ----------------------+----------------------+---------- worodougou | 47 127 | 174 | 27.01 72.99 | 100.00 | 0.58 5.43 | 1.66 ----------------------+----------------------+---------- loh-djiboua | 399 217 | 616 | 64.77 35.23 | 100.00 | 4.90 9.27 | 5.88 ----------------------+----------------------+---------- agneby-tiassa | 221 5 | 226 | 97.79 2.21 | 100.00 | 2.72 0.21 | 2.16 ----------------------+----------------------+---------- goh | 145 87 | 232 | 62.50 37.50 | 100.00 | 1.78 3.72 | 2.21 ----------------------+----------------------+---------- cavally | 137 43 | 180 | 76.11 23.89 | 100.00 | 1.68 1.84 | 1.72 ----------------------+----------------------+---------- bafing | 368 42 | 410 | 89.76 10.24 | 100.00 | 4.52 1.79 | 3.91 ----------------------+----------------------+---------- bagoue | 49 99 | 148 | 33.11 66.89 | 100.00 | 0.60 4.23 | 1.41 ----------------------+----------------------+---------- belier | 133 9 | 142 | 93.66 6.34 | 100.00 | 1.63 0.38 | 1.36 ----------------------+----------------------+---------- bere | 141 99 | 240 | 58.75 41.25 | 100.00 | 1.73 4.23 | 2.29 ----------------------+----------------------+---------- bounkani | 177 47 | 224 | 79.02 20.98 | 100.00 | 2.18 2.01 | 2.14 ----------------------+----------------------+---------- folon | 222 271 | 493 | 45.03 54.97 | 100.00 | 2.73 11.58 | 4.71 ----------------------+----------------------+---------- gbokle | 184 2 | 186 | 98.92 1.08 | 100.00 | 2.26 0.09 | 1.78 ----------------------+----------------------+---------- grands-ponts | 314 41 | 355 | 88.45 11.55 | 100.00 | 3.86 1.75 | 3.39 ----------------------+----------------------+---------- guemon | 674 91 | 765 | 88.10 11.90 | 100.00 | 8.29 3.89 | 7.30 ----------------------+----------------------+---------- hambol | 267 44 | 311 | 85.85 14.15 | 100.00 | 3.28 1.88 | 2.97 ----------------------+----------------------+---------- iffou | 224 46 | 270 | 82.96 17.04 | 100.00 | 2.75 1.97 | 2.58 ----------------------+----------------------+---------- la me | 43 3 | 46 | 93.48 6.52 | 100.00 | 0.53 0.13 | 0.44 ----------------------+----------------------+---------- nawa | 366 13 | 379 | 96.57 3.43 | 100.00 | 4.50 0.56 | 3.62 ----------------------+----------------------+---------- tchologo | 273 211 | 484 | 56.40 43.60 | 100.00 | 3.36 9.02 | 4.62 ----------------------+----------------------+---------- moronou | 405 18 | 423 | 95.74 4.26 | 100.00 | 4.98 0.77 | 4.04 ----------------------+----------------------+---------- Total | 8,135 2,340 | 10,475 | 77.66 22.34 | 100.00 | 100.00 100.00 | 100.00 Pearson chi2(32) = 1.9e+03 Pr = 0.000 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab b05_region Vul1 [w=newpond], row column chi2 (frequency weights assumed) +-------------------+ | Key | |-------------------| | frequency | | row percentage | | column percentage | +-------------------+ | fort et faiblement | vulnerables r�gion | 0 1 | Total ----------------------+----------------------+---------- district autonome d'a | 1,033 1,356 | 2,389 | 43.24 56.76 | 100.00 | 0.03 0.15 | 0.05 ----------------------+----------------------+---------- haut-sassandra | 192,157 422 | 192,579 | 99.78 0.22 | 100.00 | 5.10 0.05 | 4.11 ----------------------+----------------------+---------- poro | 417,518 95,784 | 513,302 | 81.34 18.66 | 100.00 | 11.08 10.50 | 10.97 ----------------------+----------------------+---------- gbeke | 84,473 13,955 | 98,428 | 85.82 14.18 | 100.00 | 2.24 1.53 | 2.10 ----------------------+----------------------+---------- indenie-djuablin | 277,361 90,694 | 368,055 | 75.36 24.64 | 100.00 | 7.36 9.94 | 7.86 ----------------------+----------------------+---------- tonkpi | 315,923 96,635 | 412,558 | 76.58 23.42 | 100.00 | 8.38 10.59 | 8.81 ----------------------+----------------------+---------- district autonome de | 33,484 1,343 | 34,827 | 96.14 3.86 | 100.00 | 0.89 0.15 | 0.74 ----------------------+----------------------+---------- gontougo | 50,431 111 | 50,542 | 99.78 0.22 | 100.00 | 1.34 0.01 | 1.08 ----------------------+----------------------+---------- san-pedro | 220,622 1,007 | 221,629 | 99.55 0.45 | 100.00 | 5.85 0.11 | 4.73 ----------------------+----------------------+---------- kabadougou | 9,312 27,842 | 37,154 | 25.06 74.94 | 100.00 | 0.25 3.05 | 0.79 ----------------------+----------------------+---------- n'zi | 12,781 10,160 | 22,941 | 55.71 44.29 | 100.00 | 0.34 1.11 | 0.49 ----------------------+----------------------+---------- marahoue | 94,523 38,822 | 133,345 | 70.89 29.11 | 100.00 | 2.51 4.26 | 2.85 ----------------------+----------------------+---------- sud-comoe | 39,567 14,572 | 54,139 | 73.08 26.92 | 100.00 | 1.05 1.60 | 1.16 ----------------------+----------------------+---------- worodougou | 4,097 35,442 | 39,539 | 10.36 89.64 | 100.00 | 0.11 3.88 | 0.84 ----------------------+----------------------+---------- loh-djiboua | 225,992 86,771 | 312,763 | 72.26 27.74 | 100.00 | 6.00 9.51 | 6.68 ----------------------+----------------------+---------- agneby-tiassa | 128,373 2,595 | 130,968 | 98.02 1.98 | 100.00 | 3.41 0.28 | 2.80 ----------------------+----------------------+---------- goh | 74,450 47,543 | 121,993 | 61.03 38.97 | 100.00 | 1.98 5.21 | 2.61 ----------------------+----------------------+---------- cavally | 98,689 23,450 | 122,139 | 80.80 19.20 | 100.00 | 2.62 2.57 | 2.61 ----------------------+----------------------+---------- bafing | 49,551 3,719 | 53,270 | 93.02 6.98 | 100.00 | 1.31 0.41 | 1.14 ----------------------+----------------------+---------- bagoue | 14,326 28,393 | 42,719 | 33.54 66.46 | 100.00 | 0.38 3.11 | 0.91 ----------------------+----------------------+---------- belier | 29,927 2,234 | 32,161 | 93.05 6.95 | 100.00 | 0.79 0.24 | 0.69 ----------------------+----------------------+---------- bere | 38,149 41,114 | 79,263 | 48.13 51.87 | 100.00 | 1.01 4.51 | 1.69 ----------------------+----------------------+---------- bounkani | 44,162 9,521 | 53,683 | 82.26 17.74 | 100.00 | 1.17 1.04 | 1.15 ----------------------+----------------------+---------- folon | 17,377 18,730 | 36,107 | 48.13 51.87 | 100.00 | 0.46 2.05 | 0.77 ----------------------+----------------------+---------- gbokle | 65,369 1,137 | 66,506 | 98.29 1.71 | 100.00 | 1.73 0.12 | 1.42 ----------------------+----------------------+---------- grands-ponts | 170,047 20,134 | 190,181 | 89.41 10.59 | 100.00 | 4.51 2.21 | 4.06 ----------------------+----------------------+---------- guemon | 405,988 46,174 | 452,162 | 89.79 10.21 | 100.00 | 10.77 5.06 | 9.66 ----------------------+----------------------+---------- hambol | 105,111 30,691 | 135,802 | 77.40 22.60 | 100.00 | 2.79 3.36 | 2.90 ----------------------+----------------------+---------- iffou | 62,426 19,695 | 82,121 | 76.02 23.98 | 100.00 | 1.66 2.16 | 1.75 ----------------------+----------------------+---------- la me | 27,993 1,977 | 29,970 | 93.40 6.60 | 100.00 | 0.74 0.22 | 0.64 ----------------------+----------------------+---------- nawa | 197,447 7,154 | 204,601 | 96.50 3.50 | 100.00 | 5.24 0.78 | 4.37 ----------------------+----------------------+---------- tchologo | 124,062 86,692 | 210,754 | 58.87 41.13 | 100.00 | 3.29 9.50 | 4.50 ----------------------+----------------------+---------- moronou | 135,775 6,501 | 142,276 | 95.43 4.57 | 100.00 | 3.60 0.71 | 3.04 ----------------------+----------------------+---------- Total | 3,768,496 912,370 | 4,680,866 | 80.51 19.49 | 100.00 | 100.00 100.00 | 100.00 Pearson chi2(32) = 7.3e+05 Pr = 0.000 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab Vul1 P0 [w=newpond], row column chi2 (frequency weights assumed) +-------------------+ | Key | |-------------------| | frequency | | row percentage | | column percentage | +-------------------+ fort et | faiblement | vulnerable | pauvret� s | 0 1 | Total -----------+----------------------+---------- 0 | 3,280,586 487,910 | 3,768,496 | 87.05 12.95 | 100.00 | 93.19 42.04 | 80.51 -----------+----------------------+---------- 1 | 239,562 672,808 | 912,370 | 26.26 73.74 | 100.00 | 6.81 57.96 | 19.49 -----------+----------------------+---------- Total | 3,520,148 1,160,718 | 4,680,866 | 75.20 24.80 | 100.00 | 100.00 100.00 | 100.00 Pearson chi2(1) = 1.5e+06 Pr = 0.000 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . regress pcons i.CA i.FW i.EL i.OD i.AS /// > i.FA i.Cred i.HHS Source | SS df MS Number of obs = 10475 -------------+------------------------------ F( 13, 10461) = 130.27 Model | 99.2100972 13 7.63154594 Prob > F = 0.0000 Residual | 612.835351 10461 .058582865 R-squared = 0.1393 -------------+------------------------------ Adj R-squared = 0.1383 Total | 712.045448 10474 .067982189 Root MSE = .24204 ------------------------------------------------------------------------------ pcons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .0558216 .0054567 10.23 0.000 .0451255 .0665177 105 | -.0102677 .007636 -1.34 0.179 -.0252356 .0047002 | 1.FW | -.0314274 .0048499 -6.48 0.000 -.0409341 -.0219206 | EL | 1 | -.0153744 .0062386 -2.46 0.014 -.0276032 -.0031457 2 | -.2036318 .0065846 -30.93 0.000 -.2165388 -.1907247 3 | -.1823276 .0188499 -9.67 0.000 -.2192769 -.1453782 | 1.OD | .0412606 .0054262 7.60 0.000 .0306243 .0518969 | AS | 2 | -.1218658 .0101769 -11.97 0.000 -.1418144 -.1019172 3 | .0955661 .0115138 8.30 0.000 .0729968 .1181353 4 | .0632401 .0100194 6.31 0.000 .0436001 .0828801 | 1.FA | .0841352 .0148751 5.66 0.000 .054977 .1132933 1.Cred | .0615798 .0090212 6.83 0.000 .0438966 .0792631 1.HHS | -.0502244 .0070153 -7.16 0.000 -.0639758 -.036473 _cons | .2347655 .0115704 20.29 0.000 .2120853 .2574457 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . regress pcons i.CA i.FW i.EL i.OD i.AS /// > i.FA i.Cred c.FEM i.HHS note: FEM omitted because of collinearity Source | SS df MS Number of obs = 10475 -------------+------------------------------ F( 13, 10461) = 130.27 Model | 99.2100972 13 7.63154594 Prob > F = 0.0000 Residual | 612.835351 10461 .058582865 R-squared = 0.1393 -------------+------------------------------ Adj R-squared = 0.1383 Total | 712.045448 10474 .067982189 Root MSE = .24204 ------------------------------------------------------------------------------ pcons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .0558216 .0054567 10.23 0.000 .0451255 .0665177 105 | -.0102677 .007636 -1.34 0.179 -.0252356 .0047002 | 1.FW | -.0314274 .0048499 -6.48 0.000 -.0409341 -.0219206 | EL | 1 | -.0153744 .0062386 -2.46 0.014 -.0276032 -.0031457 2 | -.2036318 .0065846 -30.93 0.000 -.2165388 -.1907247 3 | -.1823276 .0188499 -9.67 0.000 -.2192769 -.1453782 | 1.OD | .0412606 .0054262 7.60 0.000 .0306243 .0518969 | AS | 2 | -.1218658 .0101769 -11.97 0.000 -.1418144 -.1019172 3 | .0955661 .0115138 8.30 0.000 .0729968 .1181353 4 | .0632401 .0100194 6.31 0.000 .0436001 .0828801 | 1.FA | .0841352 .0148751 5.66 0.000 .054977 .1132933 1.Cred | .0615798 .0090212 6.83 0.000 .0438966 .0792631 FEM | 0 (omitted) 1.HHS | -.0502244 .0070153 -7.16 0.000 -.0639758 -.036473 _cons | .2347655 .0115704 20.29 0.000 .2120853 .2574457 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . drop Vul0 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . regress pcons i.CA i.FW i.EL i.OD i.AS /// > i.FA i.Cred c.FEM i.HHS note: FEM omitted because of collinearity Source | SS df MS Number of obs = 10475 -------------+------------------------------ F( 13, 10461) = 130.27 Model | 99.2100972 13 7.63154594 Prob > F = 0.0000 Residual | 612.835351 10461 .058582865 R-squared = 0.1393 -------------+------------------------------ Adj R-squared = 0.1383 Total | 712.045448 10474 .067982189 Root MSE = .24204 ------------------------------------------------------------------------------ pcons | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .0558216 .0054567 10.23 0.000 .0451255 .0665177 105 | -.0102677 .007636 -1.34 0.179 -.0252356 .0047002 | 1.FW | -.0314274 .0048499 -6.48 0.000 -.0409341 -.0219206 | EL | 1 | -.0153744 .0062386 -2.46 0.014 -.0276032 -.0031457 2 | -.2036318 .0065846 -30.93 0.000 -.2165388 -.1907247 3 | -.1823276 .0188499 -9.67 0.000 -.2192769 -.1453782 | 1.OD | .0412606 .0054262 7.60 0.000 .0306243 .0518969 | AS | 2 | -.1218658 .0101769 -11.97 0.000 -.1418144 -.1019172 3 | .0955661 .0115138 8.30 0.000 .0729968 .1181353 4 | .0632401 .0100194 6.31 0.000 .0436001 .0828801 | 1.FA | .0841352 .0148751 5.66 0.000 .054977 .1132933 1.Cred | .0615798 .0090212 6.83 0.000 .0438966 .0792631 FEM | 0 (omitted) 1.HHS | -.0502244 .0070153 -7.16 0.000 -.0639758 -.036473 _cons | .2347655 .0115704 20.29 0.000 .2120853 .2574457 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . mtable, at(EL=(0 1 2 3)) atmeans Expression: Linear prediction, predict() | EL xb ----------+------------------- 1 | 0 0.287 2 | 1 0.272 3 | 2 0.084 4 | 3 0.105 Specified values of covariates | 55. 105. 1. 1. 2. 3. 4. | CA CA FW OD AS AS AS ----------+---------------------------------------------------------------------- Current | .403 .133 .464 .684 .06 .0462 .0619 | 1. 1. 1. | FA Cred FEM HHS ----------+--------------------------------------- Current | .0297 .922 1.25 .842 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . mtable, at(AS=(1 2 3 4)) atmeans Expression: Linear prediction, predict() | AS xb ----------+------------------- 1 | 1 0.244 2 | 2 0.123 3 | 3 0.340 4 | 4 0.308 Specified values of covariates | 55. 105. 1. 1. 2. 3. 1. | CA CA FW EL EL EL OD ----------+---------------------------------------------------------------------- Current | .403 .133 .464 .204 .176 .0168 .684 | 1. 1. 1. | FA Cred FEM HHS ----------+--------------------------------------- Current | .0297 .922 1.25 .842 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . mtable, at(EL=(0 1 2 3) AS=(1 2 3 4)) atmeans Expression: Linear prediction, predict() | EL AS xb ----------+----------------------------- 1 | 0 1 0.286 2 | 0 2 0.165 3 | 0 3 0.382 4 | 0 4 0.350 5 | 1 1 0.271 6 | 1 2 0.149 7 | 1 3 0.367 8 | 1 4 0.334 9 | 2 1 0.083 10 | 2 2 -0.039 11 | 2 3 0.178 12 | 2 4 0.146 13 | 3 1 0.104 14 | 3 2 -0.018 15 | 3 3 0.200 16 | 3 4 0.167 Specified values of covariates | 55. 105. 1. 1. 1. 1. 1 > . | CA CA FW OD FA Cred FEM HHS ----------+------------------------------------------------------------------------------- Current | .403 .133 .464 .684 .0297 .922 1.25 .842 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . sum Vul1 Variable | Obs Mean Std. Dev. Min Max -------------+-------------------------------------------------------- Vul1 | 10475 .223389 .4165368 0 1 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab Vul1, detail option detail not allowed r(198); end of do-file r(198); . exit, clear ------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 3 base\Article_3.log log type: text opened on: 6 Jun 2019, 13:32:03 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . graph twoway(hist mean Vul1) (hist mean P0) ) required r(100); end of do-file r(100); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . scatter b05_region Vul1, options || scatter b05_region P0, options option options not allowed r(198); end of do-file r(198); . help histogram . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . svy: proportion b05_region, over(P0) data not set up for svy, use svyset r(119); end of do-file r(119); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . proportion b05_region, over(P0) Proportion estimation Number of obs = 319919 _prop_1: b05_region = district autonome d'abidjan _prop_2: b05_region = haut-sassandra poro: b05_region = poro gbeke: b05_region = gbeke _prop_5: b05_region = indenie-djuablin tonkpi: b05_region = tonkpi _prop_7: b05_region = district autonome de yamoussoukr gontougo: b05_region = gontougo _prop_9: b05_region = san-pedro kabadougou: b05_region = kabadougou _prop_11: b05_region = n'zi marahoue: b05_region = marahoue _prop_13: b05_region = sud-comoe worodougou: b05_region = worodougou _prop_15: b05_region = loh-djiboua _prop_16: b05_region = agneby-tiassa goh: b05_region = goh cavally: b05_region = cavally bafing: b05_region = bafing bagoue: b05_region = bagoue belier: b05_region = belier bere: b05_region = bere bounkani: b05_region = bounkani folon: b05_region = folon gbokle: b05_region = gbokle _prop_26: b05_region = grands-ponts guemon: b05_region = guemon hambol: b05_region = hambol iffou: b05_region = iffou _prop_30: b05_region = la me nawa: b05_region = nawa tchologo: b05_region = tchologo moronou: b05_region = moronou 0: P0 = 0 1: P0 = 1 -------------------------------------------------------------- Over | Proportion Std. Err. [95% Conf. Interval] -------------+------------------------------------------------ _prop_1 | 0 | .010329 .0002368 .009875 .0108035 1 | .0153035 .0003309 .0146682 .0159657 -------------+------------------------------------------------ _prop_2 | 0 | .0429011 .0004746 .0419805 .043841 1 | .0513966 .0005952 .0502425 .0525759 -------------+------------------------------------------------ poro | 0 | .0293851 .0003955 .0286197 .0301704 1 | .0310356 .0004675 .0301324 .0319651 -------------+------------------------------------------------ gbeke | 0 | .0175148 .0003072 .0169227 .0181272 1 | .0247355 .0004187 .023928 .0255695 -------------+------------------------------------------------ _prop_5 | 0 | .0298569 .0003986 .0290855 .0306481 1 | .0277729 .000443 .0269178 .0286544 -------------+------------------------------------------------ tonkpi | 0 | .0337789 .0004231 .0329594 .0346181 1 | .0559964 .0006198 .054794 .0572236 -------------+------------------------------------------------ _prop_7 | 0 | .0207237 .0003336 .0200798 .0213879 1 | .0124186 .0002985 .0118469 .0130175 -------------+------------------------------------------------ gontougo | 0 | .0283155 .0003885 .0275639 .0290869 1 | .0257674 .0004271 .0249433 .0266178 -------------+------------------------------------------------ _prop_9 | 0 | .054009 .0005294 .0529807 .055056 1 | .022541 .0004001 .0217699 .0233387 -------------+------------------------------------------------ kabadougou | 0 | .0167414 .0003005 .0161625 .0173406 1 | .0490205 .000582 .0478922 .0501739 -------------+------------------------------------------------ _prop_11 | 0 | .019698 .0003255 .0190701 .0203461 1 | .0249099 .0004201 .0240996 .0257467 -------------+------------------------------------------------ marahoue | 0 | .0283813 .0003889 .0276289 .0291536 1 | .032925 .000481 .0319951 .0338809 -------------+------------------------------------------------ _prop_13 | 0 | .0382276 .0004491 .037357 .0391176 1 | .027148 .0004381 .0263024 .02802 -------------+------------------------------------------------ worodougou | 0 | .0283978 .000389 .0276451 .0291703 1 | .0368998 .0005082 .0359166 .0379088 -------------+------------------------------------------------ _prop_15 | 0 | .0300928 .0004001 .0293183 .030887 1 | .0307377 .0004653 .0298387 .0316629 -------------+------------------------------------------------ _prop_16 | 0 | .0365545 .0004395 .0357028 .0374258 1 | .0306723 .0004648 .0297743 .0315965 -------------+------------------------------------------------ goh | 0 | .0345579 .0004278 .0337291 .0354062 1 | .0359333 .0005017 .0349628 .0369298 -------------+------------------------------------------------ cavally | 0 | .0283265 .0003886 .0275748 .0290981 1 | .0133996 .0003099 .0128055 .0140209 -------------+------------------------------------------------ bafing | 0 | .0239272 .0003579 .0232356 .0246388 1 | .0310284 .0004674 .0301252 .0319577 -------------+------------------------------------------------ bagoue | 0 | .0137957 .0002732 .0132704 .0143415 1 | .0409037 .0005339 .0398699 .0419631 -------------+------------------------------------------------ belier | 0 | .0313105 .0004079 .0305209 .0321199 1 | .0290809 .000453 .0282062 .029982 -------------+------------------------------------------------ bere | 0 | .0335595 .0004218 .0327426 .0343961 1 | .0339786 .0004884 .0330343 .0349489 -------------+------------------------------------------------ bounkani | 0 | .0334882 .0004214 .0326721 .034324 1 | .0352067 .0004968 .0342458 .0361935 -------------+------------------------------------------------ folon | 0 | .0202355 .0003298 .0195992 .0208921 1 | .0392396 .0005234 .0382265 .0402784 -------------+------------------------------------------------ gbokle | 0 | .0394837 .0004561 .0385994 .0403874 1 | .0255276 .0004252 .0247074 .0263742 -------------+------------------------------------------------ _prop_26 | 0 | .0133295 .0002686 .0128131 .0138663 1 | .0166768 .0003452 .0160136 .0173671 -------------+------------------------------------------------ guemon | 0 | .0448813 .0004849 .0439404 .0458414 1 | .026167 .0004303 .0253367 .0270238 -------------+------------------------------------------------ hambol | 0 | .0330165 .0004185 .032206 .0338466 1 | .0353302 .0004977 .0343677 .0363187 -------------+------------------------------------------------ iffou | 0 | .026626 .000377 .0258969 .0273751 1 | .0304034 .0004628 .0295093 .0313238 -------------+------------------------------------------------ _prop_30 | 0 | .0365106 .0004393 .0356594 .0373814 1 | .0241324 .0004137 .0233347 .0249566 -------------+------------------------------------------------ nawa | 0 | .0645738 .0005756 .0634547 .0657112 1 | .024176 .000414 .0233776 .0250009 -------------+------------------------------------------------ tchologo | 0 | .0202575 .00033 .0196208 .0209144 1 | .0310574 .0004676 .0301539 .0319872 -------------+------------------------------------------------ moronou | 0 | .0372128 .0004433 .0363536 .0380915 1 | .0284778 .0004484 .027612 .0293699 -------------------------------------------------------------- . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . proportion b05_region, over(Vul1) Proportion estimation Number of obs = 10475 _prop_1: b05_region = district autonome d'abidjan _prop_2: b05_region = haut-sassandra poro: b05_region = poro gbeke: b05_region = gbeke _prop_5: b05_region = indenie-djuablin tonkpi: b05_region = tonkpi _prop_7: b05_region = district autonome de yamoussoukr gontougo: b05_region = gontougo _prop_9: b05_region = san-pedro kabadougou: b05_region = kabadougou _prop_11: b05_region = n'zi marahoue: b05_region = marahoue _prop_13: b05_region = sud-comoe worodougou: b05_region = worodougou _prop_15: b05_region = loh-djiboua _prop_16: b05_region = agneby-tiassa goh: b05_region = goh cavally: b05_region = cavally bafing: b05_region = bafing bagoue: b05_region = bagoue belier: b05_region = belier bere: b05_region = bere bounkani: b05_region = bounkani folon: b05_region = folon gbokle: b05_region = gbokle _prop_26: b05_region = grands-ponts guemon: b05_region = guemon hambol: b05_region = hambol iffou: b05_region = iffou _prop_30: b05_region = la me nawa: b05_region = nawa tchologo: b05_region = tchologo moronou: b05_region = moronou 0: Vul1 = 0 1: Vul1 = 1 -------------------------------------------------------------- Over | Proportion Std. Err. [95% Conf. Interval] -------------+------------------------------------------------ _prop_1 | 0 | .0002459 .0001738 .0000615 .0009827 1 | .0004274 .0004274 .0000602 .0030291 -------------+------------------------------------------------ _prop_2 | 0 | .0217578 .0016176 .018803 .0251652 1 | .0004274 .0004274 .0000602 .0030291 -------------+------------------------------------------------ poro | 0 | .0758451 .0029355 .0702876 .0818034 1 | .0559829 .0047534 .0473625 .0660635 -------------+------------------------------------------------ gbeke | 0 | .021512 .0016087 .0185747 .0249019 1 | .0354701 .0038245 .0286905 .0437794 -------------+------------------------------------------------ _prop_5 | 0 | .0711739 .0028509 .0657843 .0769688 1 | .0675214 .0051883 .0580346 .0784297 -------------+------------------------------------------------ tonkpi | 0 | .0665028 .0027626 .061288 .0721272 1 | .0760684 .0054816 .0659958 .0875341 -------------+------------------------------------------------ _prop_7 | 0 | .0163491 .0014061 .0138096 .0193464 1 | .0017094 .0008542 .0006415 .0045469 -------------+------------------------------------------------ gontougo | 0 | .0222495 .0016354 .0192597 .0256913 1 | .0004274 .0004274 .0000602 .0030291 -------------+------------------------------------------------ _prop_9 | 0 | .054579 .0025187 .0498472 .0597317 1 | .0012821 .0007399 .0004134 .0039688 -------------+------------------------------------------------ kabadougou | 0 | .0114321 .0011787 .009338 .0139891 1 | .0589744 .004871 .05012 .0692789 -------------+------------------------------------------------ _prop_11 | 0 | .0109404 .0011534 .0088959 .0134484 1 | .017094 .0026802 .0125616 .0232233 -------------+------------------------------------------------ marahoue | 0 | .0272895 .0018065 .0239631 .0310629 1 | .0179487 .0027452 .0132895 .0242014 -------------+------------------------------------------------ _prop_13 | 0 | .0114321 .0011787 .009338 .0139891 1 | .0192308 .0028397 .0143869 .0256631 -------------+------------------------------------------------ worodougou | 0 | .0057775 .0008403 .0043433 .0076816 1 | .0542735 .0046845 .0457901 .0642228 -------------+------------------------------------------------ _prop_15 | 0 | .0490473 .0023946 .0445608 .05396 1 | .092735 .0059976 .0816288 .1051793 -------------+------------------------------------------------ _prop_16 | 0 | .0271666 .0018025 .023848 .0309323 1 | .0021368 .0009548 .0008894 .0051245 -------------+------------------------------------------------ goh | 0 | .0178242 .0014671 .0151651 .0209397 1 | .0371795 .0039121 .0302269 .0456559 -------------+------------------------------------------------ cavally | 0 | .0168408 .0014267 .0142608 .0198781 1 | .0183761 .0027771 .0136545 .0246894 -------------+------------------------------------------------ bafing | 0 | .0452366 .0023043 .0409286 .0499745 1 | .0179487 .0027452 .0132895 .0242014 -------------+------------------------------------------------ bagoue | 0 | .0060234 .0008579 .004555 .0079612 1 | .0423077 .0041621 .0348607 .051261 -------------+------------------------------------------------ belier | 0 | .0163491 .0014061 .0138096 .0193464 1 | .0038462 .0012799 .002002 .0073767 -------------+------------------------------------------------ bere | 0 | .0173325 .001447 .0147127 .0204092 1 | .0423077 .0041621 .0348607 .051261 -------------+------------------------------------------------ bounkani | 0 | .0217578 .0016176 .018803 .0251652 1 | .0200855 .0029008 .015122 .0266341 -------------+------------------------------------------------ folon | 0 | .0272895 .0018065 .0239631 .0310629 1 | .115812 .0066166 .1034598 .129426 -------------+------------------------------------------------ gbokle | 0 | .0226183 .0016486 .0196026 .0260856 1 | .0008547 .0006042 .0002137 .0034123 -------------+------------------------------------------------ _prop_26 | 0 | .0385986 .0021359 .034623 .0430105 1 | .0175214 .0027129 .0129251 .0237128 -------------+------------------------------------------------ guemon | 0 | .0828519 .0030565 .0770543 .0890436 1 | .0388889 .0039975 .0317676 .0475282 -------------+------------------------------------------------ hambol | 0 | .0328211 .0019755 .0291619 .0369221 1 | .0188034 .0028085 .0140204 .0251766 -------------+------------------------------------------------ iffou | 0 | .0275353 .0018144 .0241934 .0313241 1 | .0196581 .0028704 .0147541 .0261489 -------------+------------------------------------------------ _prop_30 | 0 | .0052858 .000804 .0039222 .0071201 1 | .0012821 .0007399 .0004134 .0039688 -------------+------------------------------------------------ nawa | 0 | .0449908 .0022983 .0406945 .0497171 1 | .0055556 .0015369 .0032279 .0095455 -------------+------------------------------------------------ tchologo | 0 | .0335587 .0019968 .0298574 .037701 1 | .0901709 .0059224 .0792155 .1024729 -------------+------------------------------------------------ moronou | 0 | .0497849 .0024116 .0452648 .0547305 1 | .0076923 .0018065 .0048509 .0121776 -------------------------------------------------------------- . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . histogram mean Vul1, by (b05_region) variable mean not found r(111); end of do-file r(111); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . histogram Vul1, by (b05_region) . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . histogram Vul1, frequency start(0) width(100) /// > xlabel(b05_region)/// (bin=1, start=0, width=100) option / not allowed r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . histogram Vul1, frequency start(0) width(100) /* > */ xlabel(b05_region)/* > */ylabel(0(10)100, grid gmax)/* > */title("Vulnerability by region") (bin=1, start=0, width=100) invalid label specifier, : b05_region: r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab b05_region r�gion | Freq. Percent Cum. ----------------------------------+----------------------------------- district autonome d'abidjan | 3,989 1.25 1.25 haut-sassandra | 14,894 4.66 5.90 poro | 9,628 3.01 8.91 gbeke | 6,597 2.06 10.97 indenie-djuablin | 9,265 2.90 13.87 tonkpi | 13,864 4.33 18.20 district autonome de yamoussoukro | 5,487 1.72 19.92 gontougo | 8,708 2.72 22.64 san-pedro | 12,948 4.05 26.69 kabadougou | 9,798 3.06 29.75 n'zi | 7,019 2.19 31.94 marahoue | 9,705 3.03 34.98 sud-comoe | 10,705 3.35 38.32 worodougou | 10,255 3.21 41.53 loh-djiboua | 9,716 3.04 44.57 agneby-tiassa | 10,885 3.40 47.97 goh | 11,245 3.51 51.48 cavally | 7,008 2.19 53.67 bafing | 8,632 2.70 56.37 bagoue | 8,144 2.55 58.92 belier | 9,710 3.04 61.95 bere | 10,794 3.37 65.33 bounkani | 10,950 3.42 68.75 folon | 9,089 2.84 71.59 gbokle | 10,711 3.35 74.94 grands-ponts | 4,725 1.48 76.42 guemon | 11,783 3.68 80.10 hambol | 10,881 3.40 83.50 iffou | 9,038 2.83 86.33 la me | 9,977 3.12 89.44 nawa | 15,099 4.72 94.16 tchologo | 7,967 2.49 96.65 moronou | 10,703 3.35 100.00 ----------------------------------+----------------------------------- Total | 319,919 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab region variable region not found r(111); end of do-file r(111); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab b05rg r�gion | Freq. Percent Cum. ------------+----------------------------------- 1 | 3,989 1.25 1.25 10 | 9,798 3.06 4.31 11 | 7,019 2.19 6.50 12 | 9,705 3.03 9.54 13 | 10,705 3.35 12.88 14 | 10,255 3.21 16.09 15 | 9,716 3.04 19.13 16 | 10,885 3.40 22.53 17 | 11,245 3.51 26.04 18 | 7,008 2.19 28.23 19 | 8,632 2.70 30.93 2 | 14,894 4.66 35.59 20 | 8,144 2.55 38.13 21 | 9,710 3.04 41.17 22 | 10,794 3.37 44.54 23 | 10,950 3.42 47.96 24 | 9,089 2.84 50.81 25 | 10,711 3.35 54.15 26 | 4,725 1.48 55.63 27 | 11,783 3.68 59.31 28 | 10,881 3.40 62.72 29 | 9,038 2.83 65.54 3 | 9,628 3.01 68.55 30 | 9,977 3.12 71.67 31 | 15,099 4.72 76.39 32 | 7,967 2.49 78.88 33 | 10,703 3.35 82.22 4 | 6,597 2.06 84.29 5 | 9,265 2.90 87.18 6 | 13,864 4.33 91.52 7 | 5,487 1.72 93.23 8 | 8,708 2.72 95.95 9 | 12,948 4.05 100.00 ------------+----------------------------------- Total | 319,919 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . histogram Vul1, frequency start(0) width(100) /* > */ xlabel(b05rg)/* > */ylabel(0(10)100, grid gmax)/* > */title("Vulnerability by region") (bin=1, start=0, width=100) invalid label specifier, : b05rg: r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . histogram Vul1, frequency start(0) width(100) /* > */ xlabel(1(1)33)/* > */ylabel(0(10)100, grid gmax)/* > */title("Vulnerability by region") (bin=1, start=0, width=100) . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . histogram Vul1, mean start(0) width(100) /* > */ xlabel(1(1)33)/* > */ylabel(0(10)100, grid gmax)/* > */title("Vulnerability by region") (bin=1, start=0, width=100) option mean not allowed r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . histogram Vul1, mean start(0) width(100) /* > */ xlabel(1(1)33) xtick(5(5)100)/* > */ylabel(0(10)100, grid gmax)/* > */title("Vulnerability by region") (bin=1, start=0, width=100) option mean not allowed r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . help twoway histogram . end of do-file . gr_example lifeexp: tw histogram le, discrete by(region, total) -> preserve -> sysuse lifeexp, clear (Life expectancy, 1998) -> tw histogram le, discrete by(region, total) -> restore . gr_example lifeexp: tw histogram le, discrete freq by(region, total) -> preserve -> sysuse lifeexp, clear (Life expectancy, 1998) -> tw histogram le, discrete freq by(region, total) -> restore . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . twoway histogram Vul1 [fw=mean Vul1], discrete freq by(b05_region, total) mean not found r(111); end of do-file r(111); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . twoway histogram Vul1 [fw=Vul1], discrete freq by(b05_region, total) . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . histogram Vul1, mean (bin=40, start=0, width=.025) option mean not allowed r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . graph twoway P0 Vul1 b05_region /* > */ ytitle(Mean) P0 is not a twoway plot type r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen MP=mean(P0) by b05_region unknown function mean() r(133); end of do-file r(133); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen MP=mean P0 by b05_region mean not found r(111); end of do-file r(111); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . bysort b05_region: egen VPR=mean(Vul1) (5668 missing values generated) . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . label variable VPR "Vulnerability to poverty per region" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . bysort b05_region: egen PPR=mean(P0) (5668 missing values generated) . label variable PPR "Poverty per region" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . sum pcons Variable | Obs Mean Std. Dev. Min Max -------------+-------------------------------------------------------- pcons | 10475 .2454498 .2607339 .0019185 1 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . sum P0 Variable | Obs Mean Std. Dev. Min Max -------------+-------------------------------------------------------- P0 | 319919 .4301589 .495099 0 1 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab pcons P0 Pr(lnCons< | 12.5027454 | pauvret� ) | 0 1 | Total -----------+----------------------+---------- .0019185 | 45 0 | 45 .0023195 | 45 0 | 45 .0036725 | 45 0 | 45 .0038784 | 90 0 | 90 .0044298 | 45 0 | 45 .0052048 | 45 0 | 45 .0067155 | 45 0 | 45 .0088286 | 45 0 | 45 .0090603 | 90 0 | 90 .0092505 | 45 0 | 45 .0094308 | 45 0 | 45 .0128624 | 45 0 | 45 .0151024 | 43 0 | 43 .0154628 | 45 0 | 45 .015532 | 45 0 | 45 .0169607 | 45 0 | 45 .0170257 | 90 0 | 90 .0178138 | 179 0 | 179 .0182552 | 44 0 | 44 .0184132 | 45 0 | 45 .0184414 | 45 0 | 45 .0184775 | 45 0 | 45 .0196252 | 45 0 | 45 --Break-- r(1); end of do-file --Break-- r(1); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . table b05_region, contents(VPR PPR) VPR invalid r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . drop PPR . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . bysort b05_region: egen PPR=mean(P0) if Vul1>=0 (5668 missing values generated) . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . drop VPR . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . bysort b05_region: egen VPR=mean(pcons) (5668 missing values generated) . label variable VPR "Vulnerability to poverty per region" . bysort b05_region: egen PPR=mean(P0) if Vul1>=0 PPR already defined r(110); end of do-file r(110); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . table b05_region, contents(VPR PPR) VPR invalid r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . table VPR PPR ------------------------------------------------------------------------------------------- Vulnerab | ility to | poverty | per | PPR region | .2203457 .2395737 .2631279 .3056098 .3114634 .3279806 .3328656 .3489958 .366159 ---------+--------------------------------------------------------------------------------- .0534005 | 10,711 .0672661 | .1041037 | 15,099 .1078069 | 10,703 .1151088 | 12,948 .1562601 | 5,487 .1676976 | .168624 | .1740762 | 7,008 .1777628 | 11,783 .1862213 | .1941608 | .1959946 | .2022945 | .211965 | .2252019 | .2261754 | 9,977 .2378172 | .2442469 | .2641808 | .2653172 | .2816476 | .288017 | .2910734 | .2971054 | .3006788 | 10,705 .3085132 | .3096717 | .3136617 | .431046 | .4575195 | .4805435 | .6581112 | ------------------------------------------------------------------------------------------- ------------------------------------------------------------------------------------------- Vulnerab | ility to | poverty | per | PPR region | .3877814 .4072118 .4121524 .4125202 .4332036 .4353643 .439751 .4424658 .443602 ---------+--------------------------------------------------------------------------------- .0534005 | .0672661 | 8,708 .1041037 | .1078069 | .1151088 | .1562601 | --Break-- r(1); end of do-file --Break-- r(1); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab b05_region VPR | Vulnerability to poverty per region r�gion | .0534005 .0672661 .1041037 .1078069 .1151088 | Total ----------------------+-------------------------------------------------------+---------- district autonome d'a | 0 0 0 0 0 | 3,989 haut-sassandra | 0 0 0 0 0 | 14,894 poro | 0 0 0 0 0 | 9,628 gbeke | 0 0 0 0 0 | 6,597 indenie-djuablin | 0 0 0 0 0 | 9,265 tonkpi | 0 0 0 0 0 | 13,864 district autonome de | 0 0 0 0 0 | 5,487 gontougo | 0 8,708 0 0 0 | 8,708 san-pedro | 0 0 0 0 12,948 | 12,948 kabadougou | 0 0 0 0 0 | 9,798 n'zi | 0 0 0 0 0 | 7,019 marahoue | 0 0 0 0 0 | 9,705 sud-comoe | 0 0 0 0 0 | 10,705 worodougou | 0 0 0 0 0 | 10,255 loh-djiboua | 0 0 0 0 0 | 9,716 agneby-tiassa | 0 0 0 0 0 | 10,885 goh | 0 0 0 0 0 | 11,245 cavally | 0 0 0 0 0 | 7,008 bafing | 0 0 0 0 0 | 8,632 bagoue | 0 0 0 0 0 | 8,144 belier | 0 0 0 0 0 | 9,710 bere | 0 0 0 0 0 | 10,794 bounkani | 0 0 0 0 0 | 10,950 folon | 0 0 0 0 0 | 9,089 gbokle | 10,711 0 0 0 0 | 10,711 grands-ponts | 0 0 0 0 0 | 4,725 guemon | 0 0 0 0 0 | 11,783 hambol | 0 0 0 0 0 | 10,881 iffou | 0 0 0 0 0 | 9,038 la me | 0 0 0 0 0 | 9,977 nawa | 0 0 15,099 0 0 | 15,099 tchologo | 0 0 0 0 0 | 7,967 moronou | 0 0 0 10,703 0 | 10,703 ----------------------+-------------------------------------------------------+---------- Total | 10,711 8,708 15,099 10,703 12,948 | 319,919 | Vulnerability to poverty per region r�gion | .1562601 .1676976 .168624 .1740762 .1777628 | Total ----------------------+-------------------------------------------------------+---------- district autonome d'a | 0 0 0 0 0 | 3,989 haut-sassandra | 0 0 14,894 0 0 | 14,894 poro | 0 0 0 0 0 | 9,628 gbeke | 0 0 0 0 0 | 6,597 indenie-djuablin | 0 0 0 0 0 | 9,265 tonkpi | 0 0 0 0 0 | 13,864 district autonome de | 5,487 0 0 0 0 | 5,487 gontougo | 0 0 0 0 0 | 8,708 san-pedro | 0 0 0 0 0 | 12,948 kabadougou | 0 0 0 0 0 | 9,798 n'zi | 0 0 0 0 0 | 7,019 marahoue | 0 0 0 0 0 | 9,705 sud-comoe | 0 0 0 0 0 | 10,705 worodougou | 0 0 0 0 0 | 10,255 loh-djiboua | 0 0 0 0 0 | 9,716 agneby-tiassa | 0 0 0 0 0 | 10,885 goh | 0 0 0 0 0 | 11,245 cavally | 0 0 0 7,008 0 | 7,008 bafing | 0 8,632 0 0 0 | 8,632 bagoue | 0 0 0 0 0 | 8,144 belier | 0 0 0 0 0 | 9,710 bere | 0 0 0 0 0 | 10,794 bounkani | 0 0 0 0 0 | 10,950 folon | 0 0 0 0 0 | 9,089 gbokle | 0 0 0 0 0 | 10,711 grands-ponts | 0 0 0 0 0 | 4,725 guemon | 0 0 0 0 11,783 | 11,783 hambol | 0 0 0 0 0 | 10,881 iffou | 0 0 0 0 0 | 9,038 la me | 0 0 0 0 0 | 9,977 nawa | 0 0 0 0 0 | 15,099 tchologo | 0 0 0 0 0 | 7,967 moronou | 0 0 0 0 0 | 10,703 ----------------------+-------------------------------------------------------+---------- Total | 5,487 8,632 14,894 7,008 11,783 | 319,919 | Vulnerability to poverty per region r�gion | .1862213 .1941608 .1959946 .2022945 .211965 | Total ----------------------+-------------------------------------------------------+---------- district autonome d'a | 0 0 0 0 0 | 3,989 haut-sassandra | 0 0 0 0 0 | 14,894 poro | 0 0 0 0 0 | 9,628 gbeke | 0 0 0 0 0 | 6,597 indenie-djuablin | 0 0 0 0 0 | 9,265 tonkpi | 0 0 0 0 0 | 13,864 district autonome de | 0 0 0 0 0 | 5,487 gontougo | 0 0 0 0 0 | 8,708 san-pedro | 0 0 0 0 0 | 12,948 kabadougou | 0 0 0 0 0 | 9,798 n'zi | 0 0 0 0 0 | 7,019 marahoue | 0 0 0 0 9,705 | 9,705 sud-comoe | 0 0 0 0 0 | 10,705 worodougou | 0 0 0 0 0 | 10,255 loh-djiboua | 0 0 0 0 0 | 9,716 agneby-tiassa | 0 0 10,885 0 0 | 10,885 goh | 0 0 0 0 0 | 11,245 cavally | 0 0 0 0 0 | 7,008 bafing | 0 0 0 0 0 | 8,632 bagoue | 0 0 0 0 0 | 8,144 belier | 0 9,710 0 0 0 | 9,710 bere | 0 0 0 0 0 | 10,794 bounkani | 0 0 0 0 0 | 10,950 folon | 0 0 0 0 0 | 9,089 gbokle | 0 0 0 0 0 | 10,711 grands-ponts | 4,725 0 0 0 0 | 4,725 guemon | 0 0 0 0 0 | 11,783 hambol | 0 0 0 0 0 | 10,881 --Break-- r(1); end of do-file --Break-- r(1); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . graph twoway VPR PPR b05_region /* > */ title("Pr�dicted vulnerability and poverty per region") /* > */ ytitle("Mean of Poverty or vulnerability") xtitle("region")/* > */ caption("Data from ENV2015") VPR is not a twoway plot type r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab VPR Vulnerabili | ty to | poverty per | region | Freq. Percent Cum. ------------+----------------------------------- .0534005 | 10,711 3.35 3.35 .0672661 | 8,708 2.72 6.07 .1041037 | 15,099 4.72 10.79 .1078069 | 10,703 3.35 14.14 .1151088 | 12,948 4.05 18.18 .1562601 | 5,487 1.72 19.90 .1676976 | 8,632 2.70 22.60 .168624 | 14,894 4.66 27.25 .1740762 | 7,008 2.19 29.44 .1777628 | 11,783 3.68 33.12 .1862213 | 4,725 1.48 34.60 .1941608 | 9,710 3.04 37.64 .1959946 | 10,885 3.40 41.04 .2022945 | 9,038 2.83 43.86 .211965 | 9,705 3.03 46.90 .2252019 | 10,881 3.40 50.30 .2261754 | 9,977 3.12 53.42 .2378172 | 9,265 2.90 56.31 .2442469 | 7,019 2.19 58.51 .2641808 | 3,989 1.25 59.75 .2653172 | 10,950 3.42 63.18 .2816476 | 6,597 2.06 65.24 .288017 | 9,628 3.01 68.25 .2910734 | 9,716 3.04 71.29 .2971054 | 11,245 3.51 74.80 .3006788 | 10,705 3.35 78.15 .3085132 | 7,967 2.49 80.64 .3096717 | 13,864 4.33 84.97 .3136617 | 10,794 3.37 88.35 .431046 | 9,089 2.84 91.19 .4575195 | 9,798 3.06 94.25 .4805435 | 8,144 2.55 96.79 .6581112 | 10,255 3.21 100.00 ------------+----------------------------------- Total | 319,919 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab b05_region pcons too many values r(134); end of do-file r(134); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab b05_region, contents( mean pcons mean P0) option contents() not allowed r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . table b05_region, contents( mean pcons mean P0) ------------------------------------------------------------ r�gion | mean(pcons) mean(P0) ----------------------------------+------------------------- district autonome d'abidjan | .2641808 .5279519 haut-sassandra | .168624 .4748892 poro | .288017 .443602 gbeke | .2816476 .5159921 indenie-djuablin | .2378172 .4125202 tonkpi | .3096717 .555828 district autonome de yamoussoukro | .1562601 .3114634 gontougo | .0672661 .4072118 san-pedro | .1151088 .2395737 kabadougou | .4575195 .6885079 n'zi | .2442469 .4883887 marahoue | .211965 .4668728 sud-comoe | .3006788 .3489958 worodougou | .6581112 .4951731 loh-djiboua | .2910734 .4353643 agneby-tiassa | .1959946 .3877814 goh | .2971054 .439751 cavally | .1740762 .2631279 bafing | .1676976 .494671 bagoue | .4805435 .6911837 belier | .1941608 .4121524 bere | .3136617 .4332036 bounkani | .2653172 .4424658 folon | .431046 .5941248 gbokle | .0534005 .3279806 grands-ponts | .1862213 .4857143 guemon | .1777628 .3056098 hambol | .2252019 .4468339 iffou | .2022945 .4629343 la me | .2261754 .3328656 nawa | .1041037 .2203457 tchologo | .3085132 .5364629 moronou | .1078069 .366159 ------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . table b05_region, contents( mean Vul1 mean P0) ---------------------------------------------------------- r�gion | mean(Vul1) mean(P0) ----------------------------------+----------------------- district autonome d'abidjan | .3333333 .5279519 haut-sassandra | .005618 .4748892 poro | .1751337 .443602 gbeke | .3217054 .5159921 indenie-djuablin | .2143826 .4125202 tonkpi | .2475661 .555828 district autonome de yamoussoukro | .0291971 .3114634 gontougo | .0054945 .4072118 san-pedro | .0067114 .2395737 kabadougou | .5974026 .6885079 n'zi | .3100775 .4883887 marahoue | .1590909 .4668728 sud-comoe | .326087 .3489958 worodougou | .729885 .4951731 loh-djiboua | .3522727 .4353643 agneby-tiassa | .0221239 .3877814 goh | .375 .439751 cavally | .2388889 .2631279 bafing | .102439 .494671 bagoue | .6689189 .6911837 belier | .0633803 .4121524 bere | .4125 .4332036 bounkani | .2098214 .4424658 folon | .5496957 .5941248 gbokle | .0107527 .3279806 grands-ponts | .115493 .4857143 guemon | .1189542 .3056098 hambol | .1414791 .4468339 iffou | .1703704 .4629343 la me | .0652174 .3328656 nawa | .0343008 .2203457 tchologo | .4359504 .5364629 moronou | .0425532 .366159 ---------------------------------------------------------- . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . save Article_3.dta, replace file Article_3.dta saved . log close name: log: D:\Essaie estimation stata\Article 3 base\Article_3.log log type: text closed on: 6 Jun 2019, 18:40:44 ------------------------------------------------------------------------------------------- ------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 3 base\Article_3.log log type: text opened on: 6 Jun 2019, 21:21:32 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . log using Article_3, append text log file already open r(604); end of do-file r(604); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab P0 pauvret� | Freq. Percent Cum. ------------+----------------------------------- 0 | 182,303 56.98 56.98 1 | 137,616 43.02 100.00 ------------+----------------------------------- Total | 319,919 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen Vul2=1 if pcons>=.43 (7941 missing values generated) . replace Vul2=0 if pcons<.43 (7941 real changes made) . replace Vul2=. if pcons==. (315112 real changes made, 315112 to missing) . tab Vul2 Vul2 | Freq. Percent Cum. ------------+----------------------------------- 0 | 7,941 75.81 75.81 1 | 2,534 24.19 100.00 ------------+----------------------------------- Total | 10,475 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . table b05_region, contents(mean P0 mean Vul2) ---------------------------------------------------------- r�gion | mean(P0) mean(Vul2) ----------------------------------+----------------------- district autonome d'abidjan | .5279519 .3333333 haut-sassandra | .4748892 .005618 poro | .443602 .28877 gbeke | .5159921 .3217054 indenie-djuablin | .4125202 .2143826 tonkpi | .555828 .3073713 district autonome de yamoussoukro | .3114634 .0291971 gontougo | .4072118 .010989 san-pedro | .2395737 .0089485 kabadougou | .6885079 .5974026 n'zi | .4883887 .3100775 marahoue | .4668728 .1590909 sud-comoe | .3489958 .326087 worodougou | .4951731 .729885 loh-djiboua | .4353643 .4220779 agneby-tiassa | .3877814 .0221239 goh | .439751 .387931 cavally | .2631279 .2444444 bafing | .494671 .1073171 bagoue | .6911837 .6756757 belier | .4121524 .0774648 bere | .4332036 .4125 bounkani | .4424658 .2142857 folon | .5941248 .5496957 gbokle | .3279806 .016129 grands-ponts | .4857143 .115493 guemon | .3056098 .1228758 hambol | .4468339 .1414791 iffou | .4629343 .1703704 la me | .3328656 .0652174 nawa | .2203457 .0448549 tchologo | .5364629 .4380165 moronou | .366159 .0472813 ---------------------------------------------------------- . end of do-file . exit, clear ------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 3 base\Article_3.log log type: text opened on: 7 Jun 2019, 07:54:26 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . drop Vul0 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen Vul0=1 if pcons>=.2575 (6863 missing values generated) . replace Vul0=0 if pcons<.2575 (6863 real changes made) . replace Vul1=. if pcons==. (0 real changes made) . label variable Vul0 "vul according poors account in sample" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab Vul0 vul | according | poors | account in | sample | Freq. Percent Cum. ------------+----------------------------------- 0 | 6,863 2.11 2.11 1 | 318,724 97.89 100.00 ------------+----------------------------------- Total | 325,587 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen VUL1=1 if pcons>=.2575 & pcons<.5 (323916 missing values generated) . replace VUL1=2 if .5<=pcons (317053 real changes made) . replace VUL1=0 if pcons<.2575 (6863 real changes made) . replace VUL1=. if pcons==. (315112 real changes made, 315112 to missing) . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab VUL1 VUL1 | Freq. Percent Cum. ------------+----------------------------------- 0 | 6,863 65.52 65.52 1 | 1,671 15.95 81.47 2 | 1,941 18.53 100.00 ------------+----------------------------------- Total | 10,475 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab VUL1 P0 | pauvret� VUL1 | 0 1 | Total -----------+----------------------+---------- 0 | 6,279 584 | 6,863 1 | 997 674 | 1,671 2 | 502 1,439 | 1,941 -----------+----------------------+---------- Total | 7,778 2,697 | 10,475 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tabulate VUL1 P0, row column chi2 all exact +-------------------+ | Key | |-------------------| | frequency | | row percentage | | column percentage | +-------------------+ Enumerating sample-space combinations: stage 3: enumerations = 1 stage 2: enumerations = 1453 stage 1: enumerations = 0 | pauvret� VUL1 | 0 1 | Total -----------+----------------------+---------- 0 | 6,279 584 | 6,863 | 91.49 8.51 | 100.00 | 80.73 21.65 | 65.52 -----------+----------------------+---------- 1 | 997 674 | 1,671 | 59.66 40.34 | 100.00 | 12.82 24.99 | 15.95 -----------+----------------------+---------- 2 | 502 1,439 | 1,941 | 25.86 74.14 | 100.00 | 6.45 53.36 | 18.53 -----------+----------------------+---------- Total | 7,778 2,697 | 10,475 | 74.25 25.75 | 100.00 | 100.00 100.00 | 100.00 Pearson chi2(2) = 3.6e+03 Pr = 0.000 likelihood-ratio chi2(2) = 3.5e+03 Pr = 0.000 Cram�r's V = 0.5887 gamma = 0.8475 ASE = 0.006 Kendall's tau-b = 0.5562 ASE = 0.008 Fisher's exact = 0.000 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . drop VUL . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen VUL=1 if pcons>=.2575 (6863 missing values generated) . replace VUL=0 if pcons<.2575 (6863 real changes made) . replace VUL=. if pcons==. (315112 real changes made, 315112 to missing) . tab VUL VUL | Freq. Percent Cum. ------------+----------------------------------- 0 | 6,863 65.52 65.52 1 | 3,612 34.48 100.00 ------------+----------------------------------- Total | 10,475 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . table b05_region, contents( mean P0 mean VUL) ---------------------------------------------------------- r�gion | mean(P0) mean(VUL) ----------------------------------+----------------------- district autonome d'abidjan | .5279519 .3333333 haut-sassandra | .4748892 .252809 poro | .443602 .459893 gbeke | .5159921 .4883721 indenie-djuablin | .4125202 .2184532 tonkpi | .555828 .4979138 district autonome de yamoussoukro | .3114634 .3357664 gontougo | .4072118 .010989 san-pedro | .2395737 .1073826 kabadougou | .6885079 .6017316 n'zi | .4883887 .3100775 marahoue | .4668728 .3257576 sud-comoe | .3489958 .6376812 worodougou | .4951731 .7413793 loh-djiboua | .4353643 .4935065 agneby-tiassa | .3877814 .4026549 goh | .439751 .4008621 cavally | .2631279 .2444444 bafing | .494671 .2292683 bagoue | .6911837 .6891892 belier | .4121524 .084507 bere | .4332036 .4333333 bounkani | .4424658 .21875 folon | .5941248 .643002 gbokle | .3279806 .0215054 grands-ponts | .4857143 .2366197 guemon | .3056098 .2875817 hambol | .4468339 .14791 iffou | .4629343 .3481481 la me | .3328656 .0652174 nawa | .2203457 .1635884 tchologo | .5364629 .4380165 moronou | .366159 .1513002 ---------------------------------------------------------- . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . ttest P0==VUL Paired t test ------------------------------------------------------------------------------ Variable | Obs Mean Std. Err. Std. Dev. [95% Conf. Interval] ---------+-------------------------------------------------------------------- P0 | 10475 .2574702 .0042723 .4372614 .2490956 .2658447 VUL | 10475 .344821 .0046443 .4753326 .3357173 .3539247 ---------+-------------------------------------------------------------------- diff | 10475 -.0873508 .0042728 .4373128 -.0957264 -.0789753 ------------------------------------------------------------------------------ mean(diff) = mean(P0 - VUL) t = -20.4433 Ho: mean(diff) = 0 degrees of freedom = 10474 Ha: mean(diff) < 0 Ha: mean(diff) != 0 Ha: mean(diff) > 0 Pr(T < t) = 0.0000 Pr(|T| > |t|) = 0.0000 Pr(T > t) = 1.0000 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . ttest VUL, by(P0) Two-sample t test with equal variances ------------------------------------------------------------------------------ Group | Obs Mean Std. Err. Std. Dev. [95% Conf. Interval] ---------+-------------------------------------------------------------------- 0 | 7778 .1927231 .0044727 .3944628 .1839553 .2014908 1 | 2697 .7834631 .0079326 .4119607 .7679085 .7990177 ---------+-------------------------------------------------------------------- combined | 10475 .344821 .0046443 .4753326 .3357173 .3539247 ---------+-------------------------------------------------------------------- diff | -.59074 .008917 -.6082191 -.573261 ------------------------------------------------------------------------------ diff = mean(0) - mean(1) t = -66.2486 Ho: diff = 0 degrees of freedom = 10473 Ha: diff < 0 Ha: diff != 0 Ha: diff > 0 Pr(T < t) = 0.0000 Pr(|T| > |t|) = 0.0000 Pr(T > t) = 1.0000 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . ttest P0, by(VUL) Two-sample t test with equal variances ------------------------------------------------------------------------------ Group | Obs Mean Std. Err. Std. Dev. [95% Conf. Interval] ---------+-------------------------------------------------------------------- 0 | 6863 .085094 .0033683 .2790418 .078491 .0916969 1 | 3612 .5849945 .0081995 .4927912 .5689183 .6010706 ---------+-------------------------------------------------------------------- combined | 10475 .2574702 .0042723 .4372614 .2490956 .2658447 ---------+-------------------------------------------------------------------- diff | -.4999005 .0075458 -.5146917 -.4851092 ------------------------------------------------------------------------------ diff = mean(0) - mean(1) t = -66.2486 Ho: diff = 0 degrees of freedom = 10473 Ha: diff < 0 Ha: diff != 0 Ha: diff > 0 Pr(T < t) = 0.0000 Pr(|T| > |t|) = 0.0000 Pr(T > t) = 1.0000 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tabulate VUL P0, row column chi2 all exact +-------------------+ | Key | |-------------------| | frequency | | row percentage | | column percentage | +-------------------+ | pauvret� VUL | 0 1 | Total -----------+----------------------+---------- 0 | 6,279 584 | 6,863 | 91.49 8.51 | 100.00 | 80.73 21.65 | 65.52 -----------+----------------------+---------- 1 | 1,499 2,113 | 3,612 | 41.50 58.50 | 100.00 | 19.27 78.35 | 34.48 -----------+----------------------+---------- Total | 7,778 2,697 | 10,475 | 74.25 25.75 | 100.00 | 100.00 100.00 | 100.00 Pearson chi2(1) = 3.1e+03 Pr = 0.000 likelihood-ratio chi2(1) = 3.1e+03 Pr = 0.000 Cram�r's V = 0.5434 gamma = 0.8762 ASE = 0.006 Kendall's tau-b = 0.5434 ASE = 0.009 Fisher's exact = 0.000 1-sided Fisher's exact = 0.000 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . proportion b05_region, over(VUL) Proportion estimation Number of obs = 10475 _prop_1: b05_region = district autonome d'abidjan _prop_2: b05_region = haut-sassandra poro: b05_region = poro gbeke: b05_region = gbeke _prop_5: b05_region = indenie-djuablin tonkpi: b05_region = tonkpi _prop_7: b05_region = district autonome de yamoussoukr gontougo: b05_region = gontougo _prop_9: b05_region = san-pedro kabadougou: b05_region = kabadougou _prop_11: b05_region = n'zi marahoue: b05_region = marahoue _prop_13: b05_region = sud-comoe worodougou: b05_region = worodougou _prop_15: b05_region = loh-djiboua _prop_16: b05_region = agneby-tiassa goh: b05_region = goh cavally: b05_region = cavally bafing: b05_region = bafing bagoue: b05_region = bagoue belier: b05_region = belier bere: b05_region = bere bounkani: b05_region = bounkani folon: b05_region = folon gbokle: b05_region = gbokle _prop_26: b05_region = grands-ponts guemon: b05_region = guemon hambol: b05_region = hambol iffou: b05_region = iffou _prop_30: b05_region = la me nawa: b05_region = nawa tchologo: b05_region = tchologo moronou: b05_region = moronou 0: VUL = 0 1: VUL = 1 -------------------------------------------------------------- Over | Proportion Std. Err. [95% Conf. Interval] -------------+------------------------------------------------ _prop_1 | 0 | .0002914 .000206 .0000729 .0011647 1 | .0002769 .0002769 .000039 .0019636 -------------+------------------------------------------------ _prop_2 | 0 | .0193793 .0016642 .0163726 .0229252 1 | .0124585 .0018458 .0093138 .0166471 -------------+------------------------------------------------ poro | 0 | .0588664 .0028414 .0535375 .0646894 1 | .0952381 .0048849 .0860839 .1052537 -------------+------------------------------------------------ gbeke | 0 | .0192336 .001658 .016239 .0227676 1 | .0348837 .0030534 .0293689 .0413899 -------------+------------------------------------------------ _prop_5 | 0 | .0839283 .0033473 .0775957 .0907269 1 | .0445736 .0034342 .0383062 .0518113 -------------+------------------------------------------------ tonkpi | 0 | .0526009 .0026949 .0475621 .0581409 1 | .0991141 .0049727 .0897843 .1092969 -------------+------------------------------------------------ _prop_7 | 0 | .0132595 .0013808 .0108084 .0162574 1 | .0127353 .001866 .0095514 .0169624 -------------+------------------------------------------------ gontougo | 0 | .0262276 .0019292 .0226999 .0302866 1 | .0005537 .0003915 .0001384 .0022119 -------------+------------------------------------------------ _prop_9 | 0 | .0581378 .0028249 .0528417 .0639289 1 | .013289 .0019056 .0100279 .0175919 -------------+------------------------------------------------ kabadougou | 0 | .0134052 .0013883 .0109395 .0164175 1 | .0384828 .0032011 .0326764 .0452727 -------------+------------------------------------------------ _prop_11 | 0 | .0129681 .0013658 .0105464 .0159369 1 | .0110742 .0017415 .0081326 .0150636 -------------+------------------------------------------------ marahoue | 0 | .0259362 .0019188 .022429 .0299749 1 | .0238095 .002537 .0193118 .0293234 -------------+------------------------------------------------ _prop_13 | 0 | .0072854 .0010266 .0055257 .0096003 1 | .0243632 .0025657 .0198093 .0299321 -------------+------------------------------------------------ worodougou | 0 | .0065569 .0009743 .0048988 .0087712 1 | .0357143 .0030882 .0301308 .0422873 -------------+------------------------------------------------ _prop_15 | 0 | .0454612 .0025147 .0407786 .050653 1 | .0841639 .0046202 .0755388 .093674 -------------+------------------------------------------------ _prop_16 | 0 | .0196707 .0016764 .0166401 .0232402 1 | .0251938 .0026079 .0205568 .0308438 -------------+------------------------------------------------ goh | 0 | .0202535 .0017005 .0171755 .0238698 1 | .0257475 .0026357 .0210559 .0314508 -------------+------------------------------------------------ cavally | 0 | .0198164 .0016824 .0167739 .0233977 1 | .0121816 .0018255 .0090766 .0163313 -------------+------------------------------------------------ bafing | 0 | .046044 .00253 .0413312 .0512654 1 | .0260244 .0026494 .0213057 .0317541 -------------+------------------------------------------------ bagoue | 0 | .0067026 .000985 .0050237 .0089375 1 | .0282392 .0027567 .0233094 .0341752 -------------+------------------------------------------------ belier | 0 | .0189422 .0016456 .0159719 .0224522 1 | .0033223 .0009576 .0018874 .0058415 -------------+------------------------------------------------ bere | 0 | .0198164 .0016824 .0167739 .0233977 1 | .0287929 .0027828 .0238117 .034779 -------------+------------------------------------------------ bounkani | 0 | .0254991 .001903 .022023 .0295072 1 | .0135659 .0019251 .0102668 .017906 -------------+------------------------------------------------ folon | 0 | .0256448 .0019082 .0221583 .0296631 1 | .087763 .0047086 .0789612 .0974421 -------------+------------------------------------------------ gbokle | 0 | .026519 .0019396 .0229708 .0305981 1 | .0011074 .0005535 .0004156 .0029475 -------------+------------------------------------------------ _prop_26 | 0 | .0394871 .002351 .035128 .0443623 1 | .0232558 .0025081 .018815 .0287141 -------------+------------------------------------------------ guemon | 0 | .0794113 .003264 .0732442 .0860495 1 | .0609081 .00398 .0535582 .0691929 -------------+------------------------------------------------ hambol | 0 | .0386129 .0023259 .0343033 .0434395 1 | .0127353 .001866 .0095514 .0169624 -------------+------------------------------------------------ iffou | 0 | .0256448 .0019082 .0221583 .0296631 1 | .0260244 .0026494 .0213057 .0317541 -------------+------------------------------------------------ _prop_30 | 0 | .0062655 .0009525 .0046496 .0084381 1 | .0008306 .0004794 .0002678 .0025727 -------------+------------------------------------------------ nawa | 0 | .0461897 .0025338 .0414694 .0514185 1 | .017165 .0021615 .0134039 .0219579 -------------+------------------------------------------------ tchologo | 0 | .0396328 .0023552 .0352655 .0445161 1 | .0586932 .0039115 .0514793 .0668469 -------------+------------------------------------------------ moronou | 0 | .0523095 .0026878 .0472847 .0578358 1 | .0177187 .0021954 .0138912 .0225768 -------------------------------------------------------------- . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . proportion b05_region, over(P0) if VUL>=0 option if not allowed r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . proportion b05_region, over(P0 VUL) Proportion estimation Number of obs = 10475 _prop_1: b05_region = district autonome d'abidjan _prop_2: b05_region = haut-sassandra poro: b05_region = poro gbeke: b05_region = gbeke _prop_5: b05_region = indenie-djuablin tonkpi: b05_region = tonkpi _prop_7: b05_region = district autonome de yamoussoukr gontougo: b05_region = gontougo _prop_9: b05_region = san-pedro kabadougou: b05_region = kabadougou _prop_11: b05_region = n'zi marahoue: b05_region = marahoue _prop_13: b05_region = sud-comoe worodougou: b05_region = worodougou _prop_15: b05_region = loh-djiboua _prop_16: b05_region = agneby-tiassa goh: b05_region = goh cavally: b05_region = cavally bafing: b05_region = bafing bagoue: b05_region = bagoue belier: b05_region = belier bere: b05_region = bere bounkani: b05_region = bounkani folon: b05_region = folon gbokle: b05_region = gbokle _prop_26: b05_region = grands-ponts guemon: b05_region = guemon hambol: b05_region = hambol iffou: b05_region = iffou _prop_30: b05_region = la me nawa: b05_region = nawa tchologo: b05_region = tchologo moronou: b05_region = moronou Over: P0 VUL _subpop_1: 0 0 _subpop_2: 0 1 _subpop_3: 1 0 _subpop_4: 1 1 -------------------------------------------------------------- Over | Proportion Std. Err. [95% Conf. Interval] -------------+------------------------------------------------ _prop_1 | _subpop_1 | .0003185 .0002252 .0000796 .001273 _subpop_2 | . (no observations) _subpop_3 | . (no observations) _subpop_4 | .0004733 .0004733 .0000666 .0033539 -------------+------------------------------------------------ _prop_2 | _subpop_1 | .0210225 .0018106 .0177516 .0248807 _subpop_2 | .0293529 .0043611 .0219109 .0392212 _subpop_3 | .0017123 .0017123 .0002407 .012073 _subpop_4 | .0004733 .0004733 .0000666 .0033539 -------------+------------------------------------------------ poro | _subpop_1 | .057334 .0029341 .0518463 .0633637 _subpop_2 | .0873916 .0072966 .0741074 .1027927 _subpop_3 | .0753425 .0109314 .0565213 .0997682 _subpop_4 | .1008045 .0065512 .0886695 .1143918 -------------+------------------------------------------------ gbeke | _subpop_1 | .0210225 .0018106 .0177516 .0248807 _subpop_2 | .0286858 .0043128 .0213388 .0384629 _subpop_3 | . (no observations) _subpop_4 | .0392806 .0042271 .0317833 .0484581 -------------+------------------------------------------------ _prop_5 | _subpop_1 | .0710304 .003242 .0649321 .0776539 _subpop_2 | .0293529 .0043611 .0219109 .0392212 _subpop_3 | .2226027 .0172287 .1906617 .2581878 _subpop_4 | .0553715 .0049765 .0463876 .065975 -------------+------------------------------------------------ tonkpi | _subpop_1 | .0361523 .0023559 .0318076 .0410651 _subpop_2 | .09006 .0073963 .076575 .1056482 _subpop_3 | .2294521 .0174145 .1971063 .2653516 _subpop_4 | .1055372 .0066855 .0931315 .1193778 -------------+------------------------------------------------ _prop_7 | _subpop_1 | .0144928 .0015083 .0118148 .0177667 _subpop_2 | .0280187 .0042638 .0207679 .0377035 _subpop_3 | . (no observations) _subpop_4 | .001893 .0009458 .0007104 .0050344 -------------+------------------------------------------------ gontougo | _subpop_1 | .028667 .002106 .024815 .0330966 _subpop_2 | . (no observations) _subpop_3 | . (no observations) _subpop_4 | .0009465 .0006691 .0002366 .0037782 -------------+------------------------------------------------ _prop_9 | _subpop_1 | .0635452 .0030787 .0577708 .0698539 _subpop_2 | .0020013 .0011547 .0006453 .0061894 _subpop_3 | . (no observations) _subpop_4 | .0212967 .0031415 .0159359 .0284088 -------------+------------------------------------------------ kabadougou | _subpop_1 | .014652 .0015165 .0119582 .0179417 _subpop_2 | .0020013 .0011547 .0006453 .0061894 _subpop_3 | . (no observations) _subpop_4 | .0643635 .0053398 .0546559 .0756573 -------------+------------------------------------------------ _prop_11 | _subpop_1 | .0141742 .0014919 .0115285 .0174165 _subpop_2 | . (no observations) _subpop_3 | . (no observations) _subpop_4 | .0189304 .0029654 .0139139 .0257085 -------------+------------------------------------------------ marahoue | _subpop_1 | .0211817 .0018173 .0178977 .0250529 _subpop_2 | .0006671 .0006671 .0000939 .0047239 _subpop_3 | .0770548 .0110447 .0580048 .1016859 _subpop_4 | .0402272 .0042756 .0326338 .0494969 -------------+------------------------------------------------ _prop_13 | _subpop_1 | .0078038 .0011106 .0059025 .0103112 _subpop_2 | .0286858 .0043128 .0213388 .0384629 _subpop_3 | .0017123 .0017123 .0002407 .012073 _subpop_4 | .0212967 .0031415 .0159359 .0284088 -------------+------------------------------------------------ worodougou | _subpop_1 | .0071667 .0010646 .0053548 .0095859 _subpop_2 | .0026684 .0013329 .0010014 .0070907 _subpop_3 | . (no observations) _subpop_4 | .0591576 .0051335 .0498611 .0700595 -------------+------------------------------------------------ _prop_15 | _subpop_1 | .0425227 .0025466 .0378016 .0478042 _subpop_2 | .0306871 .0044561 .0230584 .0407345 _subpop_3 | .0770548 .0110447 .0580048 .1016859 _subpop_4 | .1221013 .0071242 .1088097 .1367673 -------------+------------------------------------------------ _prop_16 | _subpop_1 | .0215002 .0018306 .0181901 .0253971 _subpop_2 | .0580387 .0060411 .0472699 .0710778 _subpop_3 | . (no observations) _subpop_4 | .001893 .0009458 .0007104 .0050344 -------------+------------------------------------------------ goh | _subpop_1 | .0148113 .0015246 .0121016 .0181166 _subpop_2 | .0313542 .0045027 .0236338 .0414896 _subpop_3 | .0787671 .0111564 .0594912 .1036006 _subpop_4 | .02177 .0031754 .0163427 .0289466 -------------+------------------------------------------------ cavally | _subpop_1 | .0216595 .0018372 .0183364 .0255692 _subpop_2 | .0273516 .0042142 .0201982 .0369429 _subpop_3 | . (no observations) _subpop_4 | .0014198 .0008193 .0004578 .0043943 -------------+------------------------------------------------ bafing | _subpop_1 | .0431597 .0025648 .0384027 .0484763 _subpop_2 | .0587058 .0060736 .0478722 .0718061 _subpop_3 | .0770548 .0110447 .0580048 .1016859 _subpop_4 | .0028396 .0011579 .0012759 .0063075 -------------+------------------------------------------------ bagoue | _subpop_1 | .007326 .0010763 .0054914 .0097676 _subpop_2 | .0326885 .0045944 .0247876 .0429967 _subpop_3 | . (no observations) _subpop_4 | .0250828 .0034027 .01921 .0326913 -------------+------------------------------------------------ belier | _subpop_1 | .014015 .0014836 .0113854 .0172412 _subpop_2 | .0026684 .0013329 .0010014 .0070907 _subpop_3 | .0719178 .0106998 .0535638 .0959235 _subpop_4 | .0037861 .0013364 .0018941 .0075538 -------------+------------------------------------------------ bere | _subpop_1 | .0215002 .0018306 .0181901 .0253971 _subpop_2 | .0633756 .0062949 .0521004 .076893 _subpop_3 | .0017123 .0017123 .0002407 .012073 _subpop_4 | .0042593 .0014171 .0022171 .0081672 -------------+------------------------------------------------ bounkani | _subpop_1 | .0278707 .0020774 .024075 .032245 _subpop_2 | .0026684 .0013329 .0010014 .0070907 _subpop_3 | . (no observations) _subpop_4 | .0212967 .0031415 .0159359 .0284088 -------------+------------------------------------------------ folon | _subpop_1 | .0280299 .0020832 .0242229 .0324154 _subpop_2 | .1160774 .0082761 .100813 .1333103 _subpop_3 | . (no observations) _subpop_4 | .0676763 .0054658 .0577173 .0792093 -------------+------------------------------------------------ gbokle | _subpop_1 | .0289855 .0021173 .0251112 .033437 _subpop_2 | .0020013 .0011547 .0006453 .0061894 _subpop_3 | . (no observations) _subpop_4 | .0004733 .0004733 .0000666 .0033539 -------------+------------------------------------------------ _prop_26 | _subpop_1 | .0430005 .0025602 .0382524 .0483083 _subpop_2 | .0286858 .0043128 .0213388 .0384629 _subpop_3 | .0017123 .0017123 .0002407 .012073 _subpop_4 | .0194037 .0030015 .0143166 .0262502 -------------+------------------------------------------------ guemon | _subpop_1 | .079312 .0034105 .0728791 .0862599 _subpop_2 | .0593729 .0061059 .048475 .072534 _subpop_3 | .0804795 .0112665 .0609807 .1055125 _subpop_4 | .0619972 .0052474 .0524739 .0731154 -------------+------------------------------------------------ hambol | _subpop_1 | .0420449 .0025329 .0373509 .0472999 _subpop_2 | .0280187 .0042638 .0207679 .0377035 _subpop_3 | .0017123 .0017123 .0002407 .012073 _subpop_4 | .001893 .0009458 .0007104 .0050344 -------------+------------------------------------------------ iffou | _subpop_1 | .0280299 .0020832 .0242229 .0324154 _subpop_2 | .03002 .0044089 .0224841 .0399784 _subpop_3 | . (no observations) _subpop_4 | .0231898 .003275 .0175675 .0305554 -------------+------------------------------------------------ _prop_30 | _subpop_1 | .0068482 .0010408 .0050824 .0092218 _subpop_2 | . (no observations) _subpop_3 | . (no observations) _subpop_4 | .0014198 .0008193 .0004578 .0043943 -------------+------------------------------------------------ nawa | _subpop_1 | .0504857 .0027633 .0453362 .0561857 _subpop_2 | .0380254 .0049415 .0294394 .0489889 _subpop_3 | . (no observations) _subpop_4 | .0023663 .0010572 .000985 .0056739 -------------+------------------------------------------------ tchologo | _subpop_1 | .043319 .0025693 .0385531 .0486443 _subpop_2 | .0293529 .0043611 .0219109 .0392212 _subpop_3 | . (no observations) _subpop_4 | .0795078 .0058866 .0687073 .0918387 -------------+------------------------------------------------ moronou | _subpop_1 | .0570154 .0029264 .0515429 .0630304 _subpop_2 | .0320213 .0045488 .0242102 .0422436 _subpop_3 | .0017123 .0017123 .0002407 .012073 _subpop_4 | .0075722 .0018863 .0046432 .012326 -------------------------------------------------------------- . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . save Article_3.dta, replace file Article_3.dta saved . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . log close name: log: D:\Essaie estimation stata\Article 3 base\Article_3.log log type: text closed on: 7 Jun 2019, 08:28:37 ------------------------------------------------------------------------------------------- ------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 3 base\Article_3.log log type: text opened on: 7 Jun 2019, 20:58:41 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . graph box VUL, by(P0) . end of do-file . exit, clear ------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 3 base\Article_3.log log type: text opened on: 8 Jun 2019, 11:58:35 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . ttest VUL, by(P0) unequal Two-sample t test with unequal variances ------------------------------------------------------------------------------ Group | Obs Mean Std. Err. Std. Dev. [95% Conf. Interval] ---------+-------------------------------------------------------------------- 0 | 7778 .1927231 .0044727 .3944628 .1839553 .2014908 1 | 2697 .7834631 .0079326 .4119607 .7679085 .7990177 ---------+-------------------------------------------------------------------- combined | 10475 .344821 .0046443 .4753326 .3357173 .3539247 ---------+-------------------------------------------------------------------- diff | -.59074 .0091067 -.6085936 -.5728865 ------------------------------------------------------------------------------ diff = mean(0) - mean(1) t = -64.8690 Ho: diff = 0 Satterthwaite's degrees of freedom = 4524.18 Ha: diff < 0 Ha: diff != 0 Ha: diff > 0 Pr(T < t) = 0.0000 Pr(|T| > |t|) = 0.0000 Pr(T > t) = 1.0000 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . ttest P0, by(VUL) unequal Two-sample t test with unequal variances ------------------------------------------------------------------------------ Group | Obs Mean Std. Err. Std. Dev. [95% Conf. Interval] ---------+-------------------------------------------------------------------- 0 | 6863 .085094 .0033683 .2790418 .078491 .0916969 1 | 3612 .5849945 .0081995 .4927912 .5689183 .6010706 ---------+-------------------------------------------------------------------- combined | 10475 .2574702 .0042723 .4372614 .2490956 .2658447 ---------+-------------------------------------------------------------------- diff | -.4999005 .0088644 -.5172787 -.4825222 ------------------------------------------------------------------------------ diff = mean(0) - mean(1) t = -56.3941 Ho: diff = 0 Satterthwaite's degrees of freedom = 4859.73 Ha: diff < 0 Ha: diff != 0 Ha: diff > 0 Pr(T < t) = 0.0000 Pr(|T| > |t|) = 0.0000 Pr(T > t) = 1.0000 . end of do-file . exit, clear ------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 3 base\Article_3.log log type: text opened on: 4 Jan 2020, 13:10:22 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen SVP=(VUL-P0)^2 (315112 missing values generated) . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . sum SVP Variable | Obs Mean Std. Dev. Min Max -------------+-------------------------------------------------------- SVP | 10475 .1988544 .3991573 0 1 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . regress SVP i.CA i.EL i.OD i.AS /// > i.FA c.MN i.HHS Cred Source | SS df MS Number of obs = 10475 -------------+------------------------------ F( 13, 10461) = 116.81 Model | 211.535176 13 16.2719366 Prob > F = 0.0000 Residual | 1457.25108 10461 .139303229 R-squared = 0.1268 -------------+------------------------------ Adj R-squared = 0.1257 Total | 1668.78625 10474 .159326547 Root MSE = .37323 ------------------------------------------------------------------------------ SVP | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .0449794 .0084681 5.31 0.000 .0283803 .0615785 105 | .0410987 .0118245 3.48 0.001 .0179205 .0642769 | EL | 1 | .116368 .0096139 12.10 0.000 .097523 .135213 2 | -.1618743 .0102105 -15.85 0.000 -.1818888 -.1418598 3 | -.173222 .0289504 -5.98 0.000 -.2299704 -.1164736 | 1.OD | .1135542 .0083679 13.57 0.000 .0971515 .1299569 | AS | 2 | -.1389179 .0156927 -8.85 0.000 -.1696787 -.1081572 3 | .1523053 .0178026 8.56 0.000 .1174087 .1872018 4 | -.1115737 .0155607 -7.17 0.000 -.1420756 -.0810718 | 1.FA | -.018772 .0230742 -0.81 0.416 -.0640018 .0264579 MN | .0603815 .0035983 16.78 0.000 .0533282 .0674348 1.HHS | -.0169165 .010957 -1.54 0.123 -.0383943 .0045614 Cred | .0317627 .0138999 2.29 0.022 .0045163 .0590091 _cons | .0057725 .0177857 0.32 0.746 -.0290909 .040636 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . label variable SVP "Carr� de l'�cart vuln�rabilit� pauvret�" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tobit SVP c.age i.EL i.OD i.AS /// > i.FA c.MN i.HHS Cred must specify at least one of ll() or ul() r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tobit SVP i.CA i.FW i.EL i.OD i.AS /// > i.FA i.Cred i.HHS, ll(0) ul(1) no uncensored observations r(2000); end of do-file r(2000); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tobit SVP i.CA i.FW i.EL i.OD i.AS /// > i.FA i.Cred i.HHS, ll(0) Tobit regression Number of obs = 10475 LR chi2(12) = 1375.26 Prob > chi2 = 0.0000 Log likelihood = -6309.0357 Pseudo R2 = 0.0983 ------------------------------------------------------------------------------ SVP | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .3140857 .0425937 7.37 0.000 .230594 .3975774 105 | .3739501 .0567179 6.59 0.000 .2627721 .4851281 | 1.FW | -.1749554 .0379184 -4.61 0.000 -.2492827 -.1006282 | EL | 1 | .3654652 .0437232 8.36 0.000 .2797594 .4511711 2 | -1.551818 .0838424 -18.51 0.000 -1.716166 -1.387471 3 | -7.503668 . . . . . | 1.OD | .6542052 .0477148 13.71 0.000 .560675 .7477354 | AS | 2 | -.9281315 .1000693 -9.27 0.000 -1.124286 -.7319765 3 | .7472012 .0782805 9.55 0.000 .5937564 .900646 4 | -.4445083 .0995223 -4.47 0.000 -.6395909 -.2494256 | 1.FA | .1726641 .1234171 1.40 0.162 -.0692569 .4145852 1.Cred | .1601699 .0716266 2.24 0.025 .019768 .3005718 1.HHS | .0177321 .0543529 0.33 0.744 -.0888101 .1242742 _cons | -1.672653 .0989398 -16.91 0.000 -1.866594 -1.478712 -------------+---------------------------------------------------------------- /sigma | 1.310806 .0249337 1.261931 1.359681 ------------------------------------------------------------------------------ Obs. summary: 8392 left-censored observations at SVP<=0 2083 uncensored observations 0 right-censored observations . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . log close name: log: D:\Essaie estimation stata\Article 3 base\Article_3.log log type: text closed on: 4 Jan 2020, 13:19:46 ------------------------------------------------------------------------------------------- ------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 3 base\Article_3.log log type: text opened on: 4 Jan 2020, 13:24:05 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . asdoc tobit SVP i.CA i.FW i.EL i.OD i.AS /// > i.FA i.Cred i.HHS, ll(0) variable SVP not found r(111); end of do-file r(111); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen SVP=(VUL-P0)^2 (315112 missing values generated) . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . label variable SVP "Carr� de l'�cart vuln�rabilit� pauvret�" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . asdoc tobit SVP i.CA i.FW i.EL i.OD i.AS /// > i.FA i.Cred i.HHS, ll(0) Tobit regression Number of obs = 10475 LR chi2(12) = 1375.26 Prob > chi2 = 0.0000 Log likelihood = -6309.0357 Pseudo R2 = 0.0983 ------------------------------------------------------------------------------ SVP | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .3140857 .0425937 7.37 0.000 .230594 .3975774 105 | .3739501 .0567179 6.59 0.000 .2627721 .4851281 | 1.FW | -.1749554 .0379184 -4.61 0.000 -.2492827 -.1006282 | EL | 1 | .3654652 .0437232 8.36 0.000 .2797594 .4511711 2 | -1.551818 .0838424 -18.51 0.000 -1.716166 -1.387471 3 | -7.503668 . . . . . | 1.OD | .6542052 .0477148 13.71 0.000 .560675 .7477354 | AS | 2 | -.9281315 .1000693 -9.27 0.000 -1.124286 -.7319765 3 | .7472012 .0782805 9.55 0.000 .5937564 .900646 4 | -.4445083 .0995223 -4.47 0.000 -.6395909 -.2494256 | 1.FA | .1726641 .1234171 1.40 0.162 -.0692569 .4145852 1.Cred | .1601699 .0716266 2.24 0.025 .019768 .3005718 1.HHS | .0177321 .0543529 0.33 0.744 -.0888101 .1242742 _cons | -1.672653 .0989398 -16.91 0.000 -1.866594 -1.478712 -------------+---------------------------------------------------------------- /sigma | 1.310806 .0249337 1.261931 1.359681 ------------------------------------------------------------------------------ Obs. summary: 8392 left-censored observations at SVP<=0 2083 uncensored observations 0 right-censored observations (note: file Myfile.doc not found) Click to Open File: Myfile.doc . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . asdoc table b05_region, contents( mean SVP mean P0) ---------------------------------------------------------- r�gion | mean(SVP) mean(P0) ----------------------------------+----------------------- district autonome d'abidjan | 0 .5279519 haut-sassandra | .252809 .4748892 poro | .2339572 .443602 gbeke | .1666667 .5159921 indenie-djuablin | .2360923 .4125202 tonkpi | .3741307 .555828 district autonome de yamoussoukro | .3065693 .3114634 gontougo | 0 .4072118 san-pedro | .0067114 .2395737 kabadougou | .012987 .6885079 n'zi | 0 .4883887 marahoue | .1742424 .4668728 sud-comoe | .3188406 .3489958 worodougou | .0229885 .4951731 loh-djiboua | .1477273 .4353643 agneby-tiassa | .3849558 .3877814 goh | .4008621 .439751 cavally | .2277778 .2631279 bafing | .3243902 .494671 bagoue | .3310811 .6911837 belier | .3239437 .4121524 bere | .4 .4332036 bounkani | .0178571 .4424658 folon | .3529412 .5941248 gbokle | .016129 .3279806 grands-ponts | .1239437 .4857143 guemon | .1777778 .3056098 hambol | .1382637 .4468339 iffou | .1666667 .4629343 la me | 0 .3328656 nawa | .1503958 .2203457 tchologo | .0909091 .5364629 moronou | .1158392 .366159 ---------------------------------------------------------- Click to Open File: Myfile.doc . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . save Article_3.dta, replace file Article_3.dta saved . log close name: log: D:\Essaie estimation stata\Article 3 base\Article_3.log log type: text closed on: 4 Jan 2020, 14:45:49 ------------------------------------------------------------------------------------------- ------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 3 base\Article_3.log log type: text opened on: 5 Jan 2020, 18:18:42 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen EVP=Sqrt(SVP) unknown function Sqrt() r(133); end of do-file r(133); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen EVP=sqrt(SVP) (315112 missing values generated) . label variable EVP "Valeur absolue ecart vulnerabilty-poverty" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . asdoc table b05_region, contents( mean EVP mean VUL) ---------------------------------------------------------- r�gion | mean(EVP) mean(VUL) ----------------------------------+----------------------- district autonome d'abidjan | 0 .3333333 haut-sassandra | .252809 .252809 poro | .2339572 .459893 gbeke | .1666667 .4883721 indenie-djuablin | .2360923 .2184532 tonkpi | .3741307 .4979138 district autonome de yamoussoukro | .3065693 .3357664 gontougo | 0 .010989 san-pedro | .0067114 .1073826 kabadougou | .012987 .6017316 n'zi | 0 .3100775 marahoue | .1742424 .3257576 sud-comoe | .3188406 .6376812 worodougou | .0229885 .7413793 loh-djiboua | .1477273 .4935065 agneby-tiassa | .3849558 .4026549 goh | .4008621 .4008621 cavally | .2277778 .2444444 bafing | .3243902 .2292683 bagoue | .3310811 .6891892 belier | .3239437 .084507 bere | .4 .4333333 bounkani | .0178571 .21875 folon | .3529412 .643002 gbokle | .016129 .0215054 grands-ponts | .1239437 .2366197 guemon | .1777778 .2875817 hambol | .1382637 .14791 iffou | .1666667 .3481481 la me | 0 .0652174 nawa | .1503958 .1635884 tchologo | .0909091 .4380165 moronou | .1158392 .1513002 ---------------------------------------------------------- Click to Open File: Myfile.doc . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . asdoc table b05_region, contents( mean EVP mean VUL mean P0) (File Myfile.doc already exists, option append was assumed) ---------------------------------------------------------------------- r�gion | mean(EVP) mean(VUL) mean(P0) ----------------------------------+----------------------------------- district autonome d'abidjan | 0 .3333333 .5279519 haut-sassandra | .252809 .252809 .4748892 poro | .2339572 .459893 .443602 gbeke | .1666667 .4883721 .5159921 indenie-djuablin | .2360923 .2184532 .4125202 tonkpi | .3741307 .4979138 .555828 district autonome de yamoussoukro | .3065693 .3357664 .3114634 gontougo | 0 .010989 .4072118 san-pedro | .0067114 .1073826 .2395737 kabadougou | .012987 .6017316 .6885079 n'zi | 0 .3100775 .4883887 marahoue | .1742424 .3257576 .4668728 sud-comoe | .3188406 .6376812 .3489958 worodougou | .0229885 .7413793 .4951731 loh-djiboua | .1477273 .4935065 .4353643 agneby-tiassa | .3849558 .4026549 .3877814 goh | .4008621 .4008621 .439751 cavally | .2277778 .2444444 .2631279 bafing | .3243902 .2292683 .494671 bagoue | .3310811 .6891892 .6911837 belier | .3239437 .084507 .4121524 bere | .4 .4333333 .4332036 bounkani | .0178571 .21875 .4424658 folon | .3529412 .643002 .5941248 gbokle | .016129 .0215054 .3279806 grands-ponts | .1239437 .2366197 .4857143 guemon | .1777778 .2875817 .3056098 hambol | .1382637 .14791 .4468339 iffou | .1666667 .3481481 .4629343 la me | 0 .0652174 .3328656 nawa | .1503958 .1635884 .2203457 tchologo | .0909091 .4380165 .5364629 moronou | .1158392 .1513002 .366159 ---------------------------------------------------------------------- (note: file Myfile.doc not found) Click to Open File: Myfile.doc . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . save Article_3.dta, replace file Article_3.dta saved . log close name: log: D:\Essaie estimation stata\Article 3 base\Article_3.log log type: text closed on: 5 Jan 2020, 18:44:33 ------------------------------------------------------------------------------------------- ------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 3 base\Article_3.log log type: text opened on: 5 Jan 2020, 21:09:28 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . asdoc table b05_region, contents( mean VUL mean P0) ---------------------------------------------------------- r�gion | mean(VUL) mean(P0) ----------------------------------+----------------------- district autonome d'abidjan | .3333333 .5279519 haut-sassandra | .252809 .4748892 poro | .459893 .443602 gbeke | .4883721 .5159921 indenie-djuablin | .2184532 .4125202 tonkpi | .4979138 .555828 district autonome de yamoussoukro | .3357664 .3114634 gontougo | .010989 .4072118 san-pedro | .1073826 .2395737 kabadougou | .6017316 .6885079 n'zi | .3100775 .4883887 marahoue | .3257576 .4668728 sud-comoe | .6376812 .3489958 worodougou | .7413793 .4951731 loh-djiboua | .4935065 .4353643 agneby-tiassa | .4026549 .3877814 goh | .4008621 .439751 cavally | .2444444 .2631279 bafing | .2292683 .494671 bagoue | .6891892 .6911837 belier | .084507 .4121524 bere | .4333333 .4332036 bounkani | .21875 .4424658 folon | .643002 .5941248 gbokle | .0215054 .3279806 grands-ponts | .2366197 .4857143 guemon | .2875817 .3056098 hambol | .14791 .4468339 iffou | .3481481 .4629343 la me | .0652174 .3328656 nawa | .1635884 .2203457 tchologo | .4380165 .5364629 moronou | .1513002 .366159 ---------------------------------------------------------- Click to Open File: Myfile.doc . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . save Article_3.dta, replace file Article_3.dta saved . log close name: log: D:\Essaie estimation stata\Article 3 base\Article_3.log log type: text closed on: 5 Jan 2020, 21:29:58 ------------------------------------------------------------------------------------------- ------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 3 base\Article_3.log log type: text opened on: 6 Jan 2020, 08:29:22 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . asdoc tobit SVP i.CA i.FW i.EL i.OD i.AS /// > i.FA i.Cred i.HHS, ll(0) Tobit regression Number of obs = 10475 LR chi2(12) = 1375.26 Prob > chi2 = 0.0000 Log likelihood = -6309.0357 Pseudo R2 = 0.0983 ------------------------------------------------------------------------------ SVP | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .3140857 .0425937 7.37 0.000 .230594 .3975774 105 | .3739501 .0567179 6.59 0.000 .2627721 .4851281 | 1.FW | -.1749554 .0379184 -4.61 0.000 -.2492827 -.1006282 | EL | 1 | .3654652 .0437232 8.36 0.000 .2797594 .4511711 2 | -1.551818 .0838424 -18.51 0.000 -1.716166 -1.387471 3 | -7.503668 . . . . . | 1.OD | .6542052 .0477148 13.71 0.000 .560675 .7477354 | AS | 2 | -.9281315 .1000693 -9.27 0.000 -1.124286 -.7319765 3 | .7472012 .0782805 9.55 0.000 .5937564 .900646 4 | -.4445083 .0995223 -4.47 0.000 -.6395909 -.2494256 | 1.FA | .1726641 .1234171 1.40 0.162 -.0692569 .4145852 1.Cred | .1601699 .0716266 2.24 0.025 .019768 .3005718 1.HHS | .0177321 .0543529 0.33 0.744 -.0888101 .1242742 _cons | -1.672653 .0989398 -16.91 0.000 -1.866594 -1.478712 -------------+---------------------------------------------------------------- /sigma | 1.310806 .0249337 1.261931 1.359681 ------------------------------------------------------------------------------ Obs. summary: 8392 left-censored observations at SVP<=0 2083 uncensored observations 0 right-censored observations (note: file Myfile.doc not found) Click to Open File: Myfile.doc . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . asdoc table b05_region, contents( mean Vul1 mean P0) ---------------------------------------------------------- r�gion | mean(Vul1) mean(P0) ----------------------------------+----------------------- district autonome d'abidjan | .3333333 .5279519 haut-sassandra | .005618 .4748892 poro | .1751337 .443602 gbeke | .3217054 .5159921 indenie-djuablin | .2143826 .4125202 tonkpi | .2475661 .555828 district autonome de yamoussoukro | .0291971 .3114634 gontougo | .0054945 .4072118 san-pedro | .0067114 .2395737 kabadougou | .5974026 .6885079 n'zi | .3100775 .4883887 marahoue | .1590909 .4668728 sud-comoe | .326087 .3489958 worodougou | .729885 .4951731 loh-djiboua | .3522727 .4353643 agneby-tiassa | .0221239 .3877814 goh | .375 .439751 cavally | .2388889 .2631279 bafing | .102439 .494671 bagoue | .6689189 .6911837 belier | .0633803 .4121524 bere | .4125 .4332036 bounkani | .2098214 .4424658 folon | .5496957 .5941248 gbokle | .0107527 .3279806 grands-ponts | .115493 .4857143 guemon | .1189542 .3056098 hambol | .1414791 .4468339 iffou | .1703704 .4629343 la me | .0652174 .3328656 nawa | .0343008 .2203457 tchologo | .4359504 .5364629 moronou | .0425532 .366159 ---------------------------------------------------------- Click to Open File: Myfile.doc . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . estat summarize Estimation sample tobit Number of obs = 10475 ------------------------------------------------------------- Variable | Mean Std. Dev. Min Max -------------+----------------------------------------------- SVP | .1988544 .3991573 0 1 | CA | 55 | .4025776 .4904404 0 1 105 | .1328878 .3394697 0 1 | 1.FW | .4636754 .4987026 0 1 | EL | 1 | .2044869 .4033454 0 1 2 | .1759427 .3807896 0 1 3 | .0168019 .1285348 0 1 | 1.OD | .6838186 .4650068 0 1 | AS | 2 | .0600477 .2375866 0 1 3 | .0462053 .2099394 0 1 4 | .0618616 .2409155 0 1 | 1.FA | .0296897 .1697381 0 1 1.Cred | .9217184 .2686271 0 1 1.HHS | .8421957 .3645748 0 1 ------------------------------------------------------------- . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . asdoc tab P0 VUL, row column chi2 all exact (File Myfile.doc already exists, option append was assumed) option exact incorrectly specified r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . asdoc tab P0 VUL, row column chi2 all (File Myfile.doc already exists, option append was assumed) +-------------------+ | Key | |-------------------| | frequency | | column percentage | +-------------------+ | VUL pauvret� | 0 1 | Total -----------+----------------------+---------- 0 | 6,279 1,499 | 7,778 | 91.49 41.50 | 74.25 -----------+----------------------+---------- 1 | 584 2,113 | 2,697 | 8.51 58.50 | 25.75 -----------+----------------------+---------- Total | 6,863 3,612 | 10,475 | 100.00 100.00 | 100.00 Pearson chi2(1) = 3.1e+03 Pr = 0.000 likelihood-ratio chi2(1) = 3.1e+03 Pr = 0.000 Cram�r's V = 0.5434 gamma = 0.8762 ASE = 0.006 Kendall's tau-b = 0.5434 ASE = 0.009 Click to Open File: Myfile.doc . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tabulate VUL P0, row column chi2 all exact +-------------------+ | Key | |-------------------| | frequency | | row percentage | | column percentage | +-------------------+ | pauvret� VUL | 0 1 | Total -----------+----------------------+---------- 0 | 6,279 584 | 6,863 | 91.49 8.51 | 100.00 | 80.73 21.65 | 65.52 -----------+----------------------+---------- 1 | 1,499 2,113 | 3,612 | 41.50 58.50 | 100.00 | 19.27 78.35 | 34.48 -----------+----------------------+---------- Total | 7,778 2,697 | 10,475 | 74.25 25.75 | 100.00 | 100.00 100.00 | 100.00 Pearson chi2(1) = 3.1e+03 Pr = 0.000 likelihood-ratio chi2(1) = 3.1e+03 Pr = 0.000 Cram�r's V = 0.5434 gamma = 0.8762 ASE = 0.006 Kendall's tau-b = 0.5434 ASE = 0.009 Fisher's exact = 0.000 1-sided Fisher's exact = 0.000 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . asdoc tabulate VUL P0, row column chi2 all exact option exact incorrectly specified r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . save Article_3.dta, replace file Article_3.dta saved . log close name: log: D:\Essaie estimation stata\Article 3 base\Article_3.log log type: text closed on: 6 Jan 2020, 08:52:46 ------------------------------------------------------------------------------------------- ------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 3 base\Article_3.log log type: text opened on: 8 Jan 2020, 16:07:25 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tobit SVP i.CA i.FW i.EL i.OD i.AS /// > i.FA i.Cred i.HHS, ll(0) Tobit regression Number of obs = 10475 LR chi2(12) = 1375.26 Prob > chi2 = 0.0000 Log likelihood = -6309.0357 Pseudo R2 = 0.0983 ------------------------------------------------------------------------------ SVP | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .3140857 .0425937 7.37 0.000 .230594 .3975774 105 | .3739501 .0567179 6.59 0.000 .2627721 .4851281 | 1.FW | -.1749554 .0379184 -4.61 0.000 -.2492827 -.1006282 | EL | 1 | .3654652 .0437232 8.36 0.000 .2797594 .4511711 2 | -1.551818 .0838424 -18.51 0.000 -1.716166 -1.387471 3 | -7.503668 . . . . . | 1.OD | .6542052 .0477148 13.71 0.000 .560675 .7477354 | AS | 2 | -.9281315 .1000693 -9.27 0.000 -1.124286 -.7319765 3 | .7472012 .0782805 9.55 0.000 .5937564 .900646 4 | -.4445083 .0995223 -4.47 0.000 -.6395909 -.2494256 | 1.FA | .1726641 .1234171 1.40 0.162 -.0692569 .4145852 1.Cred | .1601699 .0716266 2.24 0.025 .019768 .3005718 1.HHS | .0177321 .0543529 0.33 0.744 -.0888101 .1242742 _cons | -1.672653 .0989398 -16.91 0.000 -1.866594 -1.478712 -------------+---------------------------------------------------------------- /sigma | 1.310806 .0249337 1.261931 1.359681 ------------------------------------------------------------------------------ Obs. summary: 8392 left-censored observations at SVP<=0 2083 uncensored observations 0 right-censored observations . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tobit SVP i.CA i.FW i.EL i.OD i.AS /// > i.FA i.Cred i.HHS FEM, ll(0) note: FEM omitted because of collinearity Tobit regression Number of obs = 10475 LR chi2(12) = 1375.26 Prob > chi2 = 0.0000 Log likelihood = -6309.0357 Pseudo R2 = 0.0983 ------------------------------------------------------------------------------ SVP | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .3140857 .0425937 7.37 0.000 .230594 .3975774 105 | .3739501 .0567179 6.59 0.000 .2627721 .4851281 | 1.FW | -.1749554 .0379184 -4.61 0.000 -.2492827 -.1006282 | EL | 1 | .3654652 .0437232 8.36 0.000 .2797594 .4511711 2 | -1.551818 .0838424 -18.51 0.000 -1.716166 -1.387471 3 | -7.503668 . . . . . | 1.OD | .6542052 .0477148 13.71 0.000 .560675 .7477354 | AS | 2 | -.9281315 .1000693 -9.27 0.000 -1.124286 -.7319765 3 | .7472012 .0782805 9.55 0.000 .5937564 .900646 4 | -.4445083 .0995223 -4.47 0.000 -.6395909 -.2494256 | 1.FA | .1726641 .1234171 1.40 0.162 -.0692569 .4145852 1.Cred | .1601699 .0716266 2.24 0.025 .019768 .3005718 1.HHS | .0177321 .0543529 0.33 0.744 -.0888101 .1242742 FEM | 0 (omitted) _cons | -1.672653 .0989398 -16.91 0.000 -1.866594 -1.478712 -------------+---------------------------------------------------------------- /sigma | 1.310806 .0249337 1.261931 1.359681 ------------------------------------------------------------------------------ Obs. summary: 8392 left-censored observations at SVP<=0 2083 uncensored observations 0 right-censored observations . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . br SC . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . sum SC Variable | Obs Mean Std. Dev. Min Max -------------+-------------------------------------------------------- SC | 325587 .182323 .3861111 0 1 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab SC Having a | social | capital | Freq. Percent Cum. ------------+----------------------------------- 0 | 266,225 81.77 81.77 1 | 59,362 18.23 100.00 ------------+----------------------------------- Total | 325,587 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tobit SVP i.CA i.FW i.EL i.OD i.AS /// > i.FA i.Cred i.HHS i.SC, ll(0) Tobit regression Number of obs = 10475 LR chi2(13) = 1378.60 Prob > chi2 = 0.0000 Log likelihood = -6307.3643 Pseudo R2 = 0.0985 ------------------------------------------------------------------------------ SVP | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .3216486 .0428188 7.51 0.000 .2377156 .4055817 105 | .3825661 .0569127 6.72 0.000 .2710063 .4941259 | 1.FW | -.172735 .037934 -4.55 0.000 -.2470928 -.0983771 | EL | 1 | .380349 .0445055 8.55 0.000 .2931098 .4675883 2 | -1.538255 .0842333 -18.26 0.000 -1.703368 -1.373142 3 | -7.516164 . . . . . | 1.OD | .6548075 .0477145 13.72 0.000 .5612779 .748337 | AS | 2 | -.9077759 .1002964 -9.05 0.000 -1.104376 -.7111758 3 | .7451729 .0782058 9.53 0.000 .5918745 .8984712 4 | -.4580349 .0998478 -4.59 0.000 -.6537556 -.2623141 | 1.FA | .1790997 .1231861 1.45 0.146 -.0623686 .420568 1.Cred | .1685456 .0718116 2.35 0.019 .0277811 .3093101 1.HHS | -.0015077 .0553775 -0.03 0.978 -.1100582 .1070427 1.SC | -.0785407 .0430504 -1.82 0.068 -.1629278 .0058463 _cons | -1.653073 .0994727 -16.62 0.000 -1.848058 -1.458087 -------------+---------------------------------------------------------------- /sigma | 1.310583 .0249285 1.261718 1.359447 ------------------------------------------------------------------------------ Obs. summary: 8392 left-censored observations at SVP<=0 2083 uncensored observations 0 right-censored observations . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tobit SVP i.CA i.FW i.EL i.OD i.AS /// > i.FA i.Cred i.HHS i.SC c.HI, ll(0) Tobit regression Number of obs = 2998 LR chi2(13) = 860.47 Prob > chi2 = 0.0000 Log likelihood = -1433.0027 Pseudo R2 = 0.2309 ------------------------------------------------------------------------------ SVP | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | -.7689168 .0855648 -8.99 0.000 -.9366887 -.6011448 105 | -.7375152 .1299829 -5.67 0.000 -.9923804 -.48265 | 1.FW | -.1541275 .07068 -2.18 0.029 -.292714 -.0155411 | EL | 1 | -.06253 .0868205 -0.72 0.471 -.232764 .107704 2 | -2.28369 .2293627 -9.96 0.000 -2.733416 -1.833965 3 | -6.842446 . . . . . | 1.OD | 1.136253 .0939147 12.10 0.000 .9521093 1.320397 | AS | 2 | -1.48856 .2303992 -6.46 0.000 -1.940317 -1.036802 3 | .8768125 .1062611 8.25 0.000 .6684601 1.085165 4 | .778286 .1294341 6.01 0.000 .5244969 1.032075 | 1.FA | -6.032794 . . . . . 1.Cred | 2.002074 .2851271 7.02 0.000 1.443008 2.561139 1.HHS | -1.136745 .1008362 -11.27 0.000 -1.33446 -.9390294 1.SC | -.0816519 .0937495 -0.87 0.384 -.265472 .1021683 HI | .0000417 .0000352 1.19 0.236 -.0000273 .0001107 _cons | -2.103316 .297926 -7.06 0.000 -2.687477 -1.519155 -------------+---------------------------------------------------------------- /sigma | 1.133193 .0419102 1.051017 1.215369 ------------------------------------------------------------------------------ Obs. summary: 2464 left-censored observations at SVP<=0 534 uncensored observations 0 right-censored observations . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . asdoc tobit SVP i.CA i.FW i.EL i.OD i.AS /// > i.FA i.Cred i.HHS i.SC c.HI, ll(0) Tobit regression Number of obs = 2998 LR chi2(13) = 860.47 Prob > chi2 = 0.0000 Log likelihood = -1433.0027 Pseudo R2 = 0.2309 ------------------------------------------------------------------------------ SVP | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | -.7689168 .0855648 -8.99 0.000 -.9366887 -.6011448 105 | -.7375152 .1299829 -5.67 0.000 -.9923804 -.48265 | 1.FW | -.1541275 .07068 -2.18 0.029 -.292714 -.0155411 | EL | 1 | -.06253 .0868205 -0.72 0.471 -.232764 .107704 2 | -2.28369 .2293627 -9.96 0.000 -2.733416 -1.833965 3 | -6.842446 . . . . . | 1.OD | 1.136253 .0939147 12.10 0.000 .9521093 1.320397 | AS | 2 | -1.48856 .2303992 -6.46 0.000 -1.940317 -1.036802 3 | .8768125 .1062611 8.25 0.000 .6684601 1.085165 4 | .778286 .1294341 6.01 0.000 .5244969 1.032075 | 1.FA | -6.032794 . . . . . 1.Cred | 2.002074 .2851271 7.02 0.000 1.443008 2.561139 1.HHS | -1.136745 .1008362 -11.27 0.000 -1.33446 -.9390294 1.SC | -.0816519 .0937495 -0.87 0.384 -.265472 .1021683 HI | .0000417 .0000352 1.19 0.236 -.0000273 .0001107 _cons | -2.103316 .297926 -7.06 0.000 -2.687477 -1.519155 -------------+---------------------------------------------------------------- /sigma | 1.133193 .0419102 1.051017 1.215369 ------------------------------------------------------------------------------ Obs. summary: 2464 left-censored observations at SVP<=0 534 uncensored observations 0 right-censored observations (note: file Myfile.doc not found) Click to Open File: Myfile.doc . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tobit SVP i.CA i.FW i.EL i.OD i.AS /// > i.Cred i.HHS i.SC c.HI, ll(0) Tobit regression Number of obs = 2998 LR chi2(13) = 853.54 Prob > chi2 = 0.0000 Log likelihood = -1436.4677 Pseudo R2 = 0.2290 ------------------------------------------------------------------------------ SVP | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | -.7753415 .0859885 -9.02 0.000 -.9439443 -.6067388 105 | -.7590606 .1302115 -5.83 0.000 -1.014374 -.5037473 | 1.FW | -.1681853 .0706101 -2.38 0.017 -.3066347 -.0297358 | EL | 1 | -.0730629 .0871579 -0.84 0.402 -.2439585 .0978326 2 | -2.298038 .229354 -10.02 0.000 -2.747746 -1.84833 3 | -6.879282 . . . . . | 1.OD | 1.152684 .0945274 12.19 0.000 .9673384 1.338029 | AS | 2 | -1.492577 .2313062 -6.45 0.000 -1.946113 -1.039041 3 | .84745 .1054672 8.04 0.000 .6406542 1.054246 4 | .7778922 .1297953 5.99 0.000 .5233949 1.03239 | 1.Cred | 2.401873 .2751509 8.73 0.000 1.862369 2.941378 1.HHS | -1.127231 .1009867 -11.16 0.000 -1.325241 -.92922 1.SC | -.0755525 .0938654 -0.80 0.421 -.2596 .1084949 HI | .0000456 .0000352 1.30 0.195 -.0000234 .0001146 _cons | -2.508162 .289461 -8.66 0.000 -3.075726 -1.940599 -------------+---------------------------------------------------------------- /sigma | 1.136383 .0420373 1.053957 1.218808 ------------------------------------------------------------------------------ Obs. summary: 2464 left-censored observations at SVP<=0 534 uncensored observations 0 right-censored observations . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . asdoc tobit SVP i.CA i.FW i.EL i.OD i.AS /// > i.Cred i.HHS i.SC c.HI, ll(0) Tobit regression Number of obs = 2998 LR chi2(13) = 853.54 Prob > chi2 = 0.0000 Log likelihood = -1436.4677 Pseudo R2 = 0.2290 ------------------------------------------------------------------------------ SVP | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | -.7753415 .0859885 -9.02 0.000 -.9439443 -.6067388 105 | -.7590606 .1302115 -5.83 0.000 -1.014374 -.5037473 | 1.FW | -.1681853 .0706101 -2.38 0.017 -.3066347 -.0297358 | EL | 1 | -.0730629 .0871579 -0.84 0.402 -.2439585 .0978326 2 | -2.298038 .229354 -10.02 0.000 -2.747746 -1.84833 3 | -6.879282 . . . . . | 1.OD | 1.152684 .0945274 12.19 0.000 .9673384 1.338029 | AS | 2 | -1.492577 .2313062 -6.45 0.000 -1.946113 -1.039041 3 | .84745 .1054672 8.04 0.000 .6406542 1.054246 4 | .7778922 .1297953 5.99 0.000 .5233949 1.03239 | 1.Cred | 2.401873 .2751509 8.73 0.000 1.862369 2.941378 1.HHS | -1.127231 .1009867 -11.16 0.000 -1.325241 -.92922 1.SC | -.0755525 .0938654 -0.80 0.421 -.2596 .1084949 HI | .0000456 .0000352 1.30 0.195 -.0000234 .0001146 _cons | -2.508162 .289461 -8.66 0.000 -3.075726 -1.940599 -------------+---------------------------------------------------------------- /sigma | 1.136383 .0420373 1.053957 1.218808 ------------------------------------------------------------------------------ Obs. summary: 2464 left-censored observations at SVP<=0 534 uncensored observations 0 right-censored observations (note: file Myfile.doc not found) Click to Open File: Myfile.doc . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab FW Full time | work | Freq. Percent Cum. ------------+----------------------------------- 0 | 61,515 48.12 48.12 1 | 66,325 51.88 100.00 ------------+----------------------------------- Total | 127,840 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tobit SVP i.CA i.FW i.EL i.OD i.AS /// > i.Cred i.HHS i.FA c.HI, ll(0) Tobit regression Number of obs = 2998 LR chi2(12) = 859.71 Prob > chi2 = 0.0000 Log likelihood = -1433.3843 Pseudo R2 = 0.2307 ------------------------------------------------------------------------------ SVP | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | -.7774511 .085203 -9.12 0.000 -.9445136 -.6103886 105 | -.768826 .1253966 -6.13 0.000 -1.014698 -.5229535 | 1.FW | -.1577618 .0706433 -2.23 0.026 -.2962762 -.0192474 | EL | 1 | -.0767223 .0853454 -0.90 0.369 -.244064 .0906195 2 | -2.310175 .2272613 -10.17 0.000 -2.75578 -1.86457 3 | -6.839219 . . . . . | 1.OD | 1.139205 .0940433 12.11 0.000 .9548089 1.323601 | AS | 2 | -1.489609 .2306045 -6.46 0.000 -1.941769 -1.037449 3 | .8965373 .1040514 8.62 0.000 .6925176 1.100557 4 | .7920352 .12866 6.16 0.000 .5397639 1.044307 | 1.Cred | 2.004933 .2855609 7.02 0.000 1.445017 2.564849 1.HHS | -1.123498 .0995611 -11.28 0.000 -1.318713 -.9282822 1.FA | -6.011596 . . . . . HI | .0000472 .0000345 1.37 0.171 -.0000204 .0001148 _cons | -2.130144 .2969487 -7.17 0.000 -2.712389 -1.547899 -------------+---------------------------------------------------------------- /sigma | 1.133521 .0419232 1.05132 1.215723 ------------------------------------------------------------------------------ Obs. summary: 2464 left-censored observations at SVP<=0 534 uncensored observations 0 right-censored observations . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . asdoc estat summarize (File Myfile.doc already exists, option append was assumed)