------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 5 base\Article_5.log log type: text opened on: 27 Aug 2019, 16:55:33 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . codebook q331 ------------------------------------------------------------------------------------------- q331 premier choc ------------------------------------------------------------------------------------------- type: numeric (byte) label: q331 range: [1,26] units: 1 unique values: 26 missing .: 286422/325587 examples: . . . . . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab q331 premier choc | Freq. Percent Cum. ----------------------------------------+----------------------------------- manque de pluies/pluies irrégulières | 2,609 6.66 6.66 pluies tardives | 1,483 3.79 10.45 semis tardifs | 90 0.23 10.68 sécheresse | 1,303 3.33 14.00 inondations/fortes pluies/vents violent | 1,305 3.33 17.34 dégâts de cultures par les exploitants | 450 1.15 18.49 maladies des cultures | 1,131 2.89 21.37 maladie du bétail (épizooties) | 89 0.23 21.60 destruction de cultures par les animaux | 1,079 2.76 24.36 pillage de récoltes/vol de bétail | 585 1.49 25.85 déplacement forcé des populations | 179 0.46 26.31 destruction/pillage de biens matériels | 534 1.36 27.67 plantations occupées | 405 1.03 28.70 manque d'opportunités économiques | 2,165 5.53 34.23 séparation des membres du ménage | 1,034 2.64 36.87 perte d'emploi par un membre du ménage | 315 0.80 37.68 marchés non fonctionnels | 90 0.23 37.91 mort d'un ou plusieurs membres du ménag | 3,773 9.63 47.54 baisse considérable des prix des cultur | 181 0.46 48.00 faible disponibilité d'aliments sur le | 135 0.34 48.35 maladie grave d'un ou plusieurs membres | 7,466 19.06 67.41 décès d'un actif du ménage | 1,883 4.81 72.22 décès d'un membre du ménage/parents | 5,719 14.60 86.82 manque de semences et/ou intrants | 585 1.49 88.31 feux de brousse | 1,347 3.44 91.75 autre, préciser | 3,230 8.25 100.00 ----------------------------------------+----------------------------------- Total | 39,165 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab q331a est-ce que le 1er choc | a créé pour votre | ménage une diminution | ou une perte de | Freq. Percent Cum. ------------------------+----------------------------------- revenu | 19,708 50.32 50.32 actifs/biens | 2,915 7.44 57.76 revenus et actifs/biens | 11,005 28.10 85.86 pas de changement | 5,537 14.14 100.00 ------------------------+----------------------------------- Total | 39,165 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab q331b est-ce que | le 1er choc | a diminué | la capacité | de votre | ménage à | produire ou | achet | Freq. Percent Cum. ------------+----------------------------------- oui | 25,457 65.00 65.00 non | 12,990 33.17 98.17 ne sait pas | 718 1.83 100.00 ------------+----------------------------------- Total | 39,165 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab q331c qu'est-ce que votre ménage a fait pour | compenser les effets du 1er choc | (stratég | Freq. Percent Cum. ----------------------------------------+----------------------------------- consommer des aliments moins préférés c | 7,551 19.28 19.28 dépendre de l'aide alimentaire des pare | 4,540 11.59 30.87 acheter des aliments à crédit | 1,395 3.56 34.43 dépendre de l'aide alimentaire extérieu | 1,215 3.10 37.54 consommer des aliments sauvages ou cult | 315 0.80 38.34 consommer des aliments culturellement n | 47 0.12 38.46 diminuer la quantité consommée au cours | 2,878 7.35 45.81 consommer les semences | 1,032 2.64 48.44 envoyer les enfants du ménage pour mang | 179 0.46 48.90 réduire les quantités consommées par le | 1,170 2.99 51.89 réduire le nombre de repas/jour (sauter | 1,393 3.56 55.44 passer des journées sans manger | 404 1.03 56.48 consommer des récoltes précoces | 360 0.92 57.40 travailler contre de la nourriture | 45 0.11 57.51 dépendre de l'aide alimentaire | 315 0.80 58.31 vente de biens non-productifs | 354 0.90 59.22 vente de biens productifs | 856 2.19 61.40 emprunt auprès d'amis ou de la famille | 1,880 4.80 66.20 emprunt auprès de prêteurs sur gages | 450 1.15 67.35 migration inhabituelle courte (<6 mois) | 90 0.23 67.58 migration inhabituelle longue (>6 mois) | 134 0.34 67.93 migration définitive | 47 0.12 68.05 vente d'animaux (déstockage) | 315 0.80 68.85 vente d'animaux reproducteurs | 45 0.11 68.96 solidarité | 3,519 8.99 77.95 travail des enfants | 180 0.46 78.41 aucune stratégie mise en œuvre | 8,456 21.59 100.00 ----------------------------------------+----------------------------------- Total | 39,165 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab q331d qu'est-ce que votre ménage a fait pour | compenser les effets du 1er choc | (stratég | Freq. Percent Cum. ----------------------------------------+----------------------------------- consommer des aliments moins préférés c | 3,195 8.16 8.16 dépendre de l'aide alimentaire des pare | 2,612 6.67 14.83 acheter des aliments à crédit | 1,752 4.47 19.30 dépendre de l'aide alimentaire extérieu | 1,395 3.56 22.86 consommer des aliments sauvages ou cult | 135 0.34 23.21 consommer des aliments culturellement n | 223 0.57 23.78 diminuer la quantité consommée au cours | 2,834 7.24 31.01 consommer les semences | 942 2.41 33.42 aller mendier | 133 0.34 33.76 envoyer les enfants du ménage pour mang | 225 0.57 34.33 réduire les quantités consommées par le | 1,120 2.86 37.19 réduire le nombre de repas/jour (sauter | 1,845 4.71 41.90 passer des journées sans manger | 360 0.92 42.82 consommer des récoltes précoces | 359 0.92 43.74 travailler contre de la nourriture | 315 0.80 44.54 dépendre de l'aide alimentaire | 450 1.15 45.69 vente de biens non-productifs | 180 0.46 46.15 vente de biens productifs | 761 1.94 48.09 emprunt auprès d'amis ou de la famille | 1,349 3.44 51.54 emprunt auprès de prêteurs sur gages | 90 0.23 51.77 migration inhabituelle courte (<6 mois) | 135 0.34 52.11 migration définitive | 270 0.69 52.80 vente d'animaux (déstockage) | 135 0.34 53.15 vente d'animaux reproducteurs | 90 0.23 53.38 solidarité | 4,094 10.45 63.83 travail des enfants | 226 0.58 64.41 sexe de survie | 93 0.24 64.64 aucune stratégie mise en œuvre | 13,847 35.36 100.00 ----------------------------------------+----------------------------------- Total | 39,165 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . log close name: log: D:\Essaie estimation stata\Article 5 base\Article_5.log log type: text closed on: 27 Aug 2019, 17:53:31 ------------------------------------------------------------------------------------------- ------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 5 base\Article_5.log log type: text opened on: 28 Aug 2019, 17:19:54 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab q331 premier choc | Freq. Percent Cum. ----------------------------------------+----------------------------------- manque de pluies/pluies irrégulières | 2,609 6.66 6.66 pluies tardives | 1,483 3.79 10.45 semis tardifs | 90 0.23 10.68 sécheresse | 1,303 3.33 14.00 inondations/fortes pluies/vents violent | 1,305 3.33 17.34 dégâts de cultures par les exploitants | 450 1.15 18.49 maladies des cultures | 1,131 2.89 21.37 maladie du bétail (épizooties) | 89 0.23 21.60 destruction de cultures par les animaux | 1,079 2.76 24.36 pillage de récoltes/vol de bétail | 585 1.49 25.85 déplacement forcé des populations | 179 0.46 26.31 destruction/pillage de biens matériels | 534 1.36 27.67 plantations occupées | 405 1.03 28.70 manque d'opportunités économiques | 2,165 5.53 34.23 séparation des membres du ménage | 1,034 2.64 36.87 perte d'emploi par un membre du ménage | 315 0.80 37.68 marchés non fonctionnels | 90 0.23 37.91 mort d'un ou plusieurs membres du ménag | 3,773 9.63 47.54 baisse considérable des prix des cultur | 181 0.46 48.00 faible disponibilité d'aliments sur le | 135 0.34 48.35 maladie grave d'un ou plusieurs membres | 7,466 19.06 67.41 décès d'un actif du ménage | 1,883 4.81 72.22 décès d'un membre du ménage/parents | 5,719 14.60 86.82 manque de semences et/ou intrants | 585 1.49 88.31 feux de brousse | 1,347 3.44 91.75 autre, préciser | 3,230 8.25 100.00 ----------------------------------------+----------------------------------- Total | 39,165 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab q331a est-ce que le 1er choc | a créé pour votre | ménage une diminution | ou une perte de | Freq. Percent Cum. ------------------------+----------------------------------- revenu | 19,708 50.32 50.32 actifs/biens | 2,915 7.44 57.76 revenus et actifs/biens | 11,005 28.10 85.86 pas de changement | 5,537 14.14 100.00 ------------------------+----------------------------------- Total | 39,165 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tostring q331, gen(q331_txt) q331_txt generated as str2 . tab q331_txt premier | choc | Freq. Percent Cum. ------------+----------------------------------- . | 286,422 87.97 87.97 1 | 2,609 0.80 88.77 10 | 585 0.18 88.95 11 | 179 0.05 89.01 12 | 534 0.16 89.17 13 | 405 0.12 89.30 14 | 2,165 0.66 89.96 15 | 1,034 0.32 90.28 16 | 315 0.10 90.37 17 | 90 0.03 90.40 18 | 3,773 1.16 91.56 19 | 181 0.06 91.62 2 | 1,483 0.46 92.07 20 | 135 0.04 92.11 21 | 7,466 2.29 94.41 22 | 1,883 0.58 94.99 23 | 5,719 1.76 96.74 24 | 585 0.18 96.92 25 | 1,347 0.41 97.33 26 | 3,230 0.99 98.33 3 | 90 0.03 98.35 4 | 1,303 0.40 98.75 5 | 1,305 0.40 99.16 6 | 450 0.14 99.29 7 | 1,131 0.35 99.64 8 | 89 0.03 99.67 9 | 1,079 0.33 100.00 ------------+----------------------------------- Total | 325,587 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . log close name: log: D:\Essaie estimation stata\Article 5 base\Article_5.log log type: text closed on: 28 Aug 2019, 17:52:04 ------------------------------------------------------------------------------------------- ------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 5 base\Article_5.log log type: text opened on: 29 Aug 2019, 08:17:49 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . encode q331, gen(q331_cod) not possible with numeric variable r(107); end of do-file r(107); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab q331d qu'est-ce que votre ménage a fait pour | compenser les effets du 1er choc | (stratég | Freq. Percent Cum. ----------------------------------------+----------------------------------- consommer des aliments moins préférés c | 3,195 8.16 8.16 dépendre de l'aide alimentaire des pare | 2,612 6.67 14.83 acheter des aliments à crédit | 1,752 4.47 19.30 dépendre de l'aide alimentaire extérieu | 1,395 3.56 22.86 consommer des aliments sauvages ou cult | 135 0.34 23.21 consommer des aliments culturellement n | 223 0.57 23.78 diminuer la quantité consommée au cours | 2,834 7.24 31.01 consommer les semences | 942 2.41 33.42 aller mendier | 133 0.34 33.76 envoyer les enfants du ménage pour mang | 225 0.57 34.33 réduire les quantités consommées par le | 1,120 2.86 37.19 réduire le nombre de repas/jour (sauter | 1,845 4.71 41.90 passer des journées sans manger | 360 0.92 42.82 consommer des récoltes précoces | 359 0.92 43.74 travailler contre de la nourriture | 315 0.80 44.54 dépendre de l'aide alimentaire | 450 1.15 45.69 vente de biens non-productifs | 180 0.46 46.15 vente de biens productifs | 761 1.94 48.09 emprunt auprès d'amis ou de la famille | 1,349 3.44 51.54 emprunt auprès de prêteurs sur gages | 90 0.23 51.77 migration inhabituelle courte (<6 mois) | 135 0.34 52.11 migration définitive | 270 0.69 52.80 vente d'animaux (déstockage) | 135 0.34 53.15 vente d'animaux reproducteurs | 90 0.23 53.38 solidarité | 4,094 10.45 63.83 travail des enfants | 226 0.58 64.41 sexe de survie | 93 0.24 64.64 aucune stratégie mise en œuvre | 13,847 35.36 100.00 ----------------------------------------+----------------------------------- Total | 39,165 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab q331d_ qu'est-ce | que votre | ménage a | fait pour | compenser | les effets | du 1er choc | (stratég | Freq. Percent Cum. ------------+----------------------------------- . | 280,754 87.76 87.76 1 | 3,195 1.00 88.76 10 | 225 0.07 88.83 11 | 1,120 0.35 89.18 12 | 1,845 0.58 89.75 13 | 360 0.11 89.87 14 | 359 0.11 89.98 15 | 315 0.10 90.08 16 | 450 0.14 90.22 17 | 180 0.06 90.27 18 | 761 0.24 90.51 19 | 1,349 0.42 90.93 2 | 2,612 0.82 91.75 20 | 90 0.03 91.78 21 | 135 0.04 91.82 23 | 270 0.08 91.90 24 | 135 0.04 91.95 25 | 90 0.03 91.97 26 | 4,094 1.28 93.25 27 | 226 0.07 93.33 28 | 93 0.03 93.35 29 | 13,847 4.33 97.68 3 | 1,752 0.55 98.23 4 | 1,395 0.44 98.67 5 | 135 0.04 98.71 6 | 223 0.07 98.78 7 | 2,834 0.89 99.66 8 | 942 0.29 99.96 9 | 133 0.04 100.00 ------------+----------------------------------- Total | 319,919 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . ta RF variable RF not found r(111); end of do-file r(111); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen RF=1 if q331d_=="1" (322392 missing values generated) . replace RF=0 if q331d_=="2" (2612 real changes made) . replace RF=0 if q331d_=="3" (1752 real changes made) . replace RF=0 if q331d_=="4" (1395 real changes made) . replace RF=1 if q331d_=="5" (135 real changes made) . replace RF=1 if q331d_=="6" (223 real changes made) . replace RF=1 if q331d_=="7" (2834 real changes made) . replace RF=1 if q331d_=="8" (942 real changes made) . replace RF=0 if q331d_=="9" (133 real changes made) . replace RF=0 if q331d_=="10" (225 real changes made) . replace RF=1 if q331d_=="11" (1120 real changes made) . replace RF=1 if q331d_=="12" (1845 real changes made) . replace RF=1 if q331d_=="13" (360 real changes made) . replace RF=1 if q331d_=="14" (359 real changes made) . replace RF=0 if q331d_=="15" (315 real changes made) . replace RF=0 if q331d_=="16" (450 real changes made) . replace RF=0 if q331d_=="17" (180 real changes made) . replace RF=0 if q331d_=="18" (761 real changes made) . replace RF=0 if q331d_=="19" (1349 real changes made) . replace RF=0 if q331d_=="20" (90 real changes made) . replace RF=0 if q331d_=="21" (135 real changes made) . replace RF=0 if q331d_=="23" (270 real changes made) . replace RF=0 if q331d_=="24" (135 real changes made) . replace RF=0 if q331d_=="25" (90 real changes made) . replace RF=0 if q331d_=="26" (4094 real changes made) . replace RF=0 if q331d_=="27" (226 real changes made) . replace RF=0 if q331d_=="28" (93 real changes made) . replace RF=0 if q331d_=="29" (13847 real changes made) . replace RF=. if q331d_=="." (0 real changes made) . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab RF RF | Freq. Percent Cum. ------------+----------------------------------- 0 | 28,152 71.88 71.88 1 | 11,013 28.12 100.00 ------------+----------------------------------- Total | 39,165 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . label variable RF "Reducing food consumption" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab SA Hsehold get | salary | Freq. Percent Cum. ------------+----------------------------------- 0 | 88,830 69.49 69.49 1 | 39,010 30.51 100.00 ------------+----------------------------------- Total | 127,840 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab SAs variable SAs not found r(111); end of do-file r(111); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen SAs=0 if q331d_=="1" (322392 missing values generated) . replace SAs=0 if q331d_=="2" (2612 real changes made) . replace SAs=0 if q331d_=="3" (1752 real changes made) . replace SAs=0 if q331d_=="4" (1395 real changes made) . replace SAs=0 if q331d_=="5" (135 real changes made) . replace SAs=0 if q331d_=="6" (223 real changes made) . replace SAs=0 if q331d_=="7" (2834 real changes made) . replace SAs=0 if q331d_=="8" (942 real changes made) . replace SAs=0 if q331d_=="9" (133 real changes made) . replace SAs=0 if q331d_=="10" (225 real changes made) . replace SAs=0 if q331d_=="11" (1120 real changes made) . replace SAs=0 if q331d_=="12" (1845 real changes made) . replace SAs=0 if q331d_=="13" (360 real changes made) . replace SAs=0 if q331d_=="14" (359 real changes made) . replace SAs=0 if q331d_=="15" (315 real changes made) . replace SAs=0 if q331d_=="16" (450 real changes made) . replace SAs=1 if q331d_=="17" (180 real changes made) . replace SAs=1 if q331d_=="18" (761 real changes made) . replace SAs=0 if q331d_=="19" (1349 real changes made) . replace SAs=0 if q331d_=="20" (90 real changes made) . replace SAs=0 if q331d_=="21" (135 real changes made) . replace SAs=0 if q331d_=="23" (270 real changes made) . replace SAs=1 if q331d_=="24" (135 real changes made) . replace SAs=1 if q331d_=="25" (90 real changes made) . replace SAs=0 if q331d_=="26" (4094 real changes made) . replace SAs=0 if q331d_=="27" (226 real changes made) . replace SAs=0 if q331d_=="28" (93 real changes made) . replace SAs=0 if q331d_=="29" (13847 real changes made) . replace SAs=. if q331d_=="." (0 real changes made) . tab SAs SAs | Freq. Percent Cum. ------------+----------------------------------- 0 | 37,999 97.02 97.02 1 | 1,166 2.98 100.00 ------------+----------------------------------- Total | 39,165 100.00 . label variable SAs "Selling assts strategy" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab BW variable BW not found r(111); end of do-file r(111); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen BW=0 if q331d_=="1" (322392 missing values generated) . replace BW=0 if q331d_=="2" (2612 real changes made) . replace BW=1 if q331d_=="3" (1752 real changes made) . replace BW=0 if q331d_=="4" (1395 real changes made) . replace BW=0 if q331d_=="5" (135 real changes made) . replace BW=0 if q331d_=="6" (223 real changes made) . replace BW=0 if q331d_=="7" (2834 real changes made) . replace BW=0 if q331d_=="8" (942 real changes made) . replace BW=0 if q331d_=="9" (133 real changes made) . replace BW=0 if q331d_=="10" (225 real changes made) . replace BW=0 if q331d_=="11" (1120 real changes made) . replace BW=0 if q331d_=="12" (1845 real changes made) . replace BW=0 if q331d_=="13" (360 real changes made) . replace BW=0 if q331d_=="14" (359 real changes made) . replace BW=0 if q331d_=="15" (315 real changes made) . replace BW=0 if q331d_=="16" (450 real changes made) . replace BW=0 if q331d_=="17" (180 real changes made) . replace BW=0 if q331d_=="18" (761 real changes made) . replace BW=1 if q331d_=="19" (1349 real changes made) . replace BW=1 if q331d_=="20" (90 real changes made) . replace BW=0 if q331d_=="21" (135 real changes made) . replace BW=0 if q331d_=="23" (270 real changes made) . replace BW=0 if q331d_=="24" (135 real changes made) . replace BW=0 if q331d_=="25" (90 real changes made) . replace BW=0 if q331d_=="26" (4094 real changes made) . replace BW=0 if q331d_=="27" (226 real changes made) . replace BW=0 if q331d_=="28" (93 real changes made) . replace BW=0 if q331d_=="29" (13847 real changes made) . replace BW=. if q331d_=="." (0 real changes made) . tab BW BW | Freq. Percent Cum. ------------+----------------------------------- 0 | 35,974 91.85 91.85 1 | 3,191 8.15 100.00 ------------+----------------------------------- Total | 39,165 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . label variable BW "Borrowing strategy" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab RG variable RG not found r(111); end of do-file r(111); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen RG=0 if q331d_=="1" (322392 missing values generated) . replace RG=1 if q331d_=="2" (2612 real changes made) . replace RG=0 if q331d_=="3" (1752 real changes made) . replace RG=1 if q331d_=="4" (1395 real changes made) . replace RG=0 if q331d_=="5" (135 real changes made) . replace RG=0 if q331d_=="6" (223 real changes made) . replace RG=0 if q331d_=="7" (2834 real changes made) . replace RG=0 if q331d_=="8" (942 real changes made) . replace RG=1 if q331d_=="9" (133 real changes made) . replace RG=1 if q331d_=="10" (225 real changes made) . replace RG=0 if q331d_=="11" (1120 real changes made) . replace RG=0 if q331d_=="12" (1845 real changes made) . replace RG=0 if q331d_=="13" (360 real changes made) . replace RG=0 if q331d_=="14" (359 real changes made) . replace RG=0 if q331d_=="15" (315 real changes made) . replace RG=1 if q331d_=="16" (450 real changes made) . replace RG=0 if q331d_=="17" (180 real changes made) . replace RG=0 if q331d_=="18" (761 real changes made) . replace RG=0 if q331d_=="19" (1349 real changes made) . replace RG=0 if q331d_=="20" (90 real changes made) . replace RG=0 if q331d_=="21" (135 real changes made) . replace RG=0 if q331d_=="23" (270 real changes made) . replace RG=0 if q331d_=="24" (135 real changes made) . replace RG=0 if q331d_=="25" (90 real changes made) . replace RG=1 if q331d_=="26" (4094 real changes made) . replace RG=0 if q331d_=="27" (226 real changes made) . replace RG=0 if q331d_=="28" (93 real changes made) . replace RG=0 if q331d_=="29" (13847 real changes made) . replace RG=. if q331d_=="." (0 real changes made) . tab RG RG | Freq. Percent Cum. ------------+----------------------------------- 0 | 30,256 77.25 77.25 1 | 8,909 22.75 100.00 ------------+----------------------------------- Total | 39,165 100.00 . label variable RG "Receiving gifts strategy" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab LS variable LS not found r(111); end of do-file r(111); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen LS=0 if q331d_=="1" (322392 missing values generated) . replace LS=0 if q331d_=="2" (2612 real changes made) . replace LS=0 if q331d_=="3" (1752 real changes made) . replace LS=0 if q331d_=="4" (1395 real changes made) . replace LS=0 if q331d_=="5" (135 real changes made) . replace LS=0 if q331d_=="6" (223 real changes made) . replace LS=0 if q331d_=="7" (2834 real changes made) . replace LS=0 if q331d_=="8" (942 real changes made) . replace LS=0 if q331d_=="9" (133 real changes made) . replace LS=0 if q331d_=="10" (225 real changes made) . replace LS=0 if q331d_=="11" (1120 real changes made) . replace LS=0 if q331d_=="12" (1845 real changes made) . replace LS=0 if q331d_=="13" (360 real changes made) . replace LS=0 if q331d_=="14" (359 real changes made) . replace LS=1 if q331d_=="15" (315 real changes made) . replace LS=0 if q331d_=="16" (450 real changes made) . replace LS=0 if q331d_=="17" (180 real changes made) . replace LS=0 if q331d_=="18" (761 real changes made) . replace LS=0 if q331d_=="19" (1349 real changes made) . replace LS=0 if q331d_=="20" (90 real changes made) . replace LS=1 if q331d_=="21" (135 real changes made) . replace LS=1 if q331d_=="23" (270 real changes made) . replace LS=0 if q331d_=="24" (135 real changes made) . replace LS=0 if q331d_=="25" (90 real changes made) . replace LS=0 if q331d_=="26" (4094 real changes made) . replace LS=1 if q331d_=="27" (226 real changes made) . replace LS=1 if q331d_=="28" (93 real changes made) . replace LS=0 if q331d_=="29" (13847 real changes made) . replace LS=. if q331d_=="." (0 real changes made) . tab LS LS | Freq. Percent Cum. ------------+----------------------------------- 0 | 38,126 97.35 97.35 1 | 1,039 2.65 100.00 ------------+----------------------------------- Total | 39,165 100.00 . label variable LS "Labor supply strategy" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab NS variable NS not found r(111); end of do-file r(111); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen NS=0 if q331d_=="1" (322392 missing values generated) . replace NS=0 if q331d_=="2" (2612 real changes made) . replace NS=0 if q331d_=="3" (1752 real changes made) . replace NS=0 if q331d_=="4" (1395 real changes made) . replace NS=0 if q331d_=="5" (135 real changes made) . replace NS=0 if q331d_=="6" (223 real changes made) . replace NS=0 if q331d_=="7" (2834 real changes made) . replace NS=0 if q331d_=="8" (942 real changes made) . replace NS=0 if q331d_=="9" (133 real changes made) . replace NS=0 if q331d_=="10" (225 real changes made) . replace NS=0 if q331d_=="11" (1120 real changes made) . replace NS=0 if q331d_=="12" (1845 real changes made) . replace NS=0 if q331d_=="13" (360 real changes made) . replace NS=0 if q331d_=="14" (359 real changes made) . replace NS=0 if q331d_=="15" (315 real changes made) . replace NS=0 if q331d_=="16" (450 real changes made) . replace NS=0 if q331d_=="17" (180 real changes made) . replace NS=0 if q331d_=="18" (761 real changes made) . replace NS=0 if q331d_=="19" (1349 real changes made) . replace NS=0 if q331d_=="20" (90 real changes made) . replace NS=0 if q331d_=="21" (135 real changes made) . replace NS=0 if q331d_=="23" (270 real changes made) . replace NS=0 if q331d_=="24" (135 real changes made) . replace NS=0 if q331d_=="25" (90 real changes made) . replace NS=0 if q331d_=="26" (4094 real changes made) . replace NS=0 if q331d_=="27" (226 real changes made) . replace NS=0 if q331d_=="28" (93 real changes made) . replace NS=1 if q331d_=="29" (13847 real changes made) . replace NS=. if q331d_=="." (0 real changes made) . tab NS NS | Freq. Percent Cum. ------------+----------------------------------- 0 | 25,318 64.64 64.64 1 | 13,847 35.36 100.00 ------------+----------------------------------- Total | 39,165 100.00 . label variable NS "None strategy" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab CS Nber | children | scolarised | Freq. Percent Cum. ------------+----------------------------------- 0 | 231,926 72.50 72.50 1 | 50,764 15.87 88.36 2 | 23,929 7.48 95.84 3 | 9,302 2.91 98.75 4 | 2,654 0.83 99.58 5 | 765 0.24 99.82 6 | 489 0.15 99.97 7 | 90 0.03 100.00 ------------+----------------------------------- Total | 319,919 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab CSt variable CSt not found r(111); end of do-file r(111); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen CSt=1 if q331d_=="1" (322392 missing values generated) . replace CSt=1 if q331d_=="2" (2612 real changes made) . replace CSt=1 if q331d_=="3" (1752 real changes made) . replace CSt=1 if q331d_=="4" (1395 real changes made) . replace CSt=1 if q331d_=="5" (135 real changes made) . replace CSt=1 if q331d_=="6" (223 real changes made) . replace CSt=1 if q331d_=="7" (2834 real changes made) . replace CSt=1 if q331d_=="8" (942 real changes made) . replace CSt=1 if q331d_=="9" (133 real changes made) . replace CSt=1 if q331d_=="10" (225 real changes made) . replace CSt=1 if q331d_=="11" (1120 real changes made) . replace CSt=1 if q331d_=="12" (1845 real changes made) . replace CSt=1 if q331d_=="13" (360 real changes made) . replace CSt=1 if q331d_=="14" (359 real changes made) . replace CSt=1 if q331d_=="15" (315 real changes made) . replace CSt=1 if q331d_=="16" (450 real changes made) . replace CSt=1 if q331d_=="17" (180 real changes made) . replace CSt=1 if q331d_=="18" (761 real changes made) . replace CSt=1 if q331d_=="19" (1349 real changes made) . replace CSt=1 if q331d_=="20" (90 real changes made) . replace CSt=1 if q331d_=="21" (135 real changes made) . replace CSt=1 if q331d_=="23" (270 real changes made) . replace CSt=1 if q331d_=="24" (135 real changes made) . replace CSt=1 if q331d_=="25" (90 real changes made) . replace CSt=1 if q331d_=="26" (4094 real changes made) . replace CSt=1 if q331d_=="27" (226 real changes made) . replace CSt=1 if q331d_=="28" (93 real changes made) . replace CSt=0 if q331d_=="29" (13847 real changes made) . replace CSt=. if q331d_=="." (0 real changes made) . tab CSt CSt | Freq. Percent Cum. ------------+----------------------------------- 0 | 13,847 35.36 35.36 1 | 25,318 64.64 100.00 ------------+----------------------------------- Total | 39,165 100.00 . label variable CSt "Household adopt coping strategy" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab q331 premier choc | Freq. Percent Cum. ----------------------------------------+----------------------------------- manque de pluies/pluies irrégulières | 2,609 6.66 6.66 pluies tardives | 1,483 3.79 10.45 semis tardifs | 90 0.23 10.68 sécheresse | 1,303 3.33 14.00 inondations/fortes pluies/vents violent | 1,305 3.33 17.34 dégâts de cultures par les exploitants | 450 1.15 18.49 maladies des cultures | 1,131 2.89 21.37 maladie du bétail (épizooties) | 89 0.23 21.60 destruction de cultures par les animaux | 1,079 2.76 24.36 pillage de récoltes/vol de bétail | 585 1.49 25.85 déplacement forcé des populations | 179 0.46 26.31 destruction/pillage de biens matériels | 534 1.36 27.67 plantations occupées | 405 1.03 28.70 manque d'opportunités économiques | 2,165 5.53 34.23 séparation des membres du ménage | 1,034 2.64 36.87 perte d'emploi par un membre du ménage | 315 0.80 37.68 marchés non fonctionnels | 90 0.23 37.91 mort d'un ou plusieurs membres du ménag | 3,773 9.63 47.54 baisse considérable des prix des cultur | 181 0.46 48.00 faible disponibilité d'aliments sur le | 135 0.34 48.35 maladie grave d'un ou plusieurs membres | 7,466 19.06 67.41 décès d'un actif du ménage | 1,883 4.81 72.22 décès d'un membre du ménage/parents | 5,719 14.60 86.82 manque de semences et/ou intrants | 585 1.49 88.31 feux de brousse | 1,347 3.44 91.75 autre, préciser | 3,230 8.25 100.00 ----------------------------------------+----------------------------------- Total | 39,165 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab q331_txt premier | choc | Freq. Percent Cum. ------------+----------------------------------- . | 286,422 87.97 87.97 1 | 2,609 0.80 88.77 10 | 585 0.18 88.95 11 | 179 0.05 89.01 12 | 534 0.16 89.17 13 | 405 0.12 89.30 14 | 2,165 0.66 89.96 15 | 1,034 0.32 90.28 16 | 315 0.10 90.37 17 | 90 0.03 90.40 18 | 3,773 1.16 91.56 19 | 181 0.06 91.62 2 | 1,483 0.46 92.07 20 | 135 0.04 92.11 21 | 7,466 2.29 94.41 22 | 1,883 0.58 94.99 23 | 5,719 1.76 96.74 24 | 585 0.18 96.92 25 | 1,347 0.41 97.33 26 | 3,230 0.99 98.33 3 | 90 0.03 98.35 4 | 1,303 0.40 98.75 5 | 1,305 0.40 99.16 6 | 450 0.14 99.29 7 | 1,131 0.35 99.64 8 | 89 0.03 99.67 9 | 1,079 0.33 100.00 ------------+----------------------------------- Total | 325,587 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . save Article_5.dta, replace file Article_5.dta saved . log close name: log: D:\Essaie estimation stata\Article 5 base\Article_5.log log type: text closed on: 29 Aug 2019, 11:35:24 ------------------------------------------------------------------------------------------- ------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 5 base\Article_5.log log type: text opened on: 30 Aug 2019, 10:02:17 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab HeS variable HeS not found r(111); end of do-file r(111); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen HeS=1 if q331_txt=="1" (322978 missing values generated) . replace HeS=0 if q331_txt=="2" (1483 real changes made) . replace HeS=0 if q331_txt=="3" (90 real changes made) . replace HeS=0 if q331_txt=="4" (1303 real changes made) . replace HeS=0 if q331_txt=="5" (1305 real changes made) . replace HeS=0 if q331_txt=="6" (450 real changes made) . replace HeS=0 if q331_txt=="7" (1131 real changes made) . replace HeS=1 if q331_txt=="8" (89 real changes made) . replace HeS=0 if q331_txt=="9" (1079 real changes made) . replace HeS=0 if q331_txt=="10" (585 real changes made) . replace HeS=0 if q331_txt=="11" (179 real changes made) . replace HeS=0 if q331_txt=="12" (534 real changes made) . replace HeS=0 if q331_txt=="13" (405 real changes made) . replace HeS=0 if q331_txt=="14" (2165 real changes made) . replace HeS=0 if q331_txt=="15" (1034 real changes made) . replace HeS=0 if q331_txt=="16" (315 real changes made) . replace HeS=0 if q331_txt=="17" (90 real changes made) . replace HeS=1 if q331_txt=="18" (3773 real changes made) . replace HeS=0 if q331_txt=="19" (181 real changes made) . replace HeS=0 if q331_txt=="20" (135 real changes made) . replace HeS=1 if q331_txt=="21" (7466 real changes made) . replace HeS=1 if q331_txt=="22" (1883 real changes made) . replace HeS=1 if q331_txt=="23" (5719 real changes made) . replace HeS=0 if q331_txt=="24" (585 real changes made) . replace HeS=0 if q331_txt=="25" (1347 real changes made) . replace HeS=0 if q331_txt=="26" (3230 real changes made) . replace HeS=. if q331_txt=="." (0 real changes made) . tab HeS HeS | Freq. Percent Cum. ------------+----------------------------------- 0 | 17,626 45.00 45.00 1 | 21,539 55.00 100.00 ------------+----------------------------------- Total | 39,165 100.00 . label variable HeS "Houseolds faced Health shocks" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab NaS variable NaS not found r(111); end of do-file r(111); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen NaS=0 if q331_txt=="1" (322978 missing values generated) . replace NaS=1 if q331_txt=="2" (1483 real changes made) . replace NaS=0 if q331_txt=="3" (90 real changes made) . replace NaS=1 if q331_txt=="4" (1303 real changes made) . replace NaS=1 if q331_txt=="5" (1305 real changes made) . replace NaS=0 if q331_txt=="6" (450 real changes made) . replace NaS=1 if q331_txt=="7" (1131 real changes made) . replace NaS=0 if q331_txt=="8" (89 real changes made) . replace NaS=0 if q331_txt=="9" (1079 real changes made) . replace NaS=0 if q331_txt=="10" (585 real changes made) . replace NaS=0 if q331_txt=="11" (179 real changes made) . replace NaS=0 if q331_txt=="12" (534 real changes made) . replace NaS=0 if q331_txt=="13" (405 real changes made) . replace NaS=0 if q331_txt=="14" (2165 real changes made) . replace NaS=0 if q331_txt=="15" (1034 real changes made) . replace NaS=0 if q331_txt=="16" (315 real changes made) . replace NaS=0 if q331_txt=="17" (90 real changes made) . replace NaS=0 if q331_txt=="18" (3773 real changes made) . replace NaS=0 if q331_txt=="19" (181 real changes made) . replace NaS=0 if q331_txt=="20" (135 real changes made) . replace NaS=0 if q331_txt=="21" (7466 real changes made) . replace NaS=0 if q331_txt=="22" (1883 real changes made) . replace NaS=0 if q331_txt=="23" (5719 real changes made) . replace NaS=0 if q331_txt=="24" (585 real changes made) . replace NaS=0 if q331_txt=="25" (1347 real changes made) . replace NaS=1 if q331_txt=="26" (3230 real changes made) . replace NaS=. if q331_txt=="." (0 real changes made) . tab NaS NaS | Freq. Percent Cum. ------------+----------------------------------- 0 | 30,713 78.42 78.42 1 | 8,452 21.58 100.00 ------------+----------------------------------- Total | 39,165 100.00 . label variable NaS "Houseolds faced Natural shocks" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab EcS variable EcS not found r(111); end of do-file r(111); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen EcS=0 if q331_txt=="1" (322978 missing values generated) . replace EcS=0 if q331_txt=="2" (1483 real changes made) . replace EcS=1 if q331_txt=="3" (90 real changes made) . replace EcS=0 if q331_txt=="4" (1303 real changes made) . replace EcS=0 if q331_txt=="5" (1305 real changes made) . replace EcS=0 if q331_txt=="6" (450 real changes made) . replace EcS=0 if q331_txt=="7" (1131 real changes made) . replace EcS=0 if q331_txt=="8" (89 real changes made) . replace EcS=0 if q331_txt=="9" (1079 real changes made) . replace EcS=0 if q331_txt=="10" (585 real changes made) . replace EcS=1 if q331_txt=="11" (179 real changes made) . replace EcS=0 if q331_txt=="12" (534 real changes made) . replace EcS=0 if q331_txt=="13" (405 real changes made) . replace EcS=1 if q331_txt=="14" (2165 real changes made) . replace EcS=0 if q331_txt=="15" (1034 real changes made) . replace EcS=1 if q331_txt=="16" (315 real changes made) . replace EcS=1 if q331_txt=="17" (90 real changes made) . replace EcS=0 if q331_txt=="18" (3773 real changes made) . replace EcS=1 if q331_txt=="19" (181 real changes made) . replace EcS=1 if q331_txt=="20" (135 real changes made) . replace EcS=0 if q331_txt=="21" (7466 real changes made) . replace EcS=0 if q331_txt=="22" (1883 real changes made) . replace EcS=0 if q331_txt=="23" (5719 real changes made) . replace EcS=1 if q331_txt=="24" (585 real changes made) . replace EcS=0 if q331_txt=="25" (1347 real changes made) . replace EcS=0 if q331_txt=="26" (3230 real changes made) . replace EcS=. if q331_txt=="." (0 real changes made) . tab EcS EcS | Freq. Percent Cum. ------------+----------------------------------- 0 | 35,425 90.45 90.45 1 | 3,740 9.55 100.00 ------------+----------------------------------- Total | 39,165 100.00 . label variable EcS "Houseolds faced Economic shocks" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab CcS variable CcS not found r(111); end of do-file r(111); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen CcS=0 if q331_txt=="1" (322978 missing values generated) . replace CcS=0 if q331_txt=="2" (1483 real changes made) . replace CcS=0 if q331_txt=="3" (90 real changes made) . replace CcS=0 if q331_txt=="4" (1303 real changes made) . replace CcS=0 if q331_txt=="5" (1305 real changes made) . replace CcS=1 if q331_txt=="6" (450 real changes made) . replace CcS=0 if q331_txt=="7" (1131 real changes made) . replace CcS=0 if q331_txt=="8" (89 real changes made) . replace CcS=1 if q331_txt=="9" (1079 real changes made) . replace CcS=1 if q331_txt=="10" (585 real changes made) . replace CcS=0 if q331_txt=="11" (179 real changes made) . replace CcS=1 if q331_txt=="12" (534 real changes made) . replace CcS=1 if q331_txt=="13" (405 real changes made) . replace CcS=0 if q331_txt=="14" (2165 real changes made) . replace CcS=1 if q331_txt=="15" (1034 real changes made) . replace CcS=0 if q331_txt=="16" (315 real changes made) . replace CcS=0 if q331_txt=="17" (90 real changes made) . replace CcS=0 if q331_txt=="18" (3773 real changes made) . replace CcS=0 if q331_txt=="19" (181 real changes made) . replace CcS=0 if q331_txt=="20" (135 real changes made) . replace CcS=0 if q331_txt=="21" (7466 real changes made) . replace CcS=0 if q331_txt=="22" (1883 real changes made) . replace CcS=0 if q331_txt=="23" (5719 real changes made) . replace CcS=0 if q331_txt=="24" (585 real changes made) . replace CcS=1 if q331_txt=="25" (1347 real changes made) . replace CcS=0 if q331_txt=="26" (3230 real changes made) . replace CcS=. if q331_txt=="." (0 real changes made) . tab CcS CcS | Freq. Percent Cum. ------------+----------------------------------- 0 | 33,731 86.13 86.13 1 | 5,434 13.87 100.00 ------------+----------------------------------- Total | 39,165 100.00 . label variable CcS "Houseolds faced Crime/conflit related shocks" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . ssc install mvprobit checking mvprobit consistency and verifying not already installed... installing into c:\ado\plus\... installation complete. . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . mvprobit (RF=HeS NaS EcS CcS HS CA EL) (SAs==HeS NaS EcS CcS HS CA EL)/* > */(BW==HeS NaS EcS CcS HS CA EL) (RG=HeS NaS EcS CcS HS CA EL) /* > */(LS=HeS NaS EcS CcS HS CA EL) (NS=HeS NaS EcS CcS HS CA EL) =exp not allowed r(101); end of do-file r(101); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . mvprobit (RF=HeS NaS EcS CcS HS CA EL) (SAs=HeS NaS EcS CcS HS CA EL)/* > */(BW=HeS NaS EcS CcS HS CA EL) (RG=HeS NaS EcS CcS HS CA EL) /* > */(LS=HeS NaS EcS CcS HS CA EL) (NS=HeS NaS EcS CcS HS CA EL) note: CcS dropped because of collinearity note: HS dropped because of collinearity note: CcS dropped because of collinearity note: HS dropped because of collinearity note: CcS dropped because of collinearity note: HS dropped because of collinearity note: CcS dropped because of collinearity note: HS dropped because of collinearity note: CcS dropped because of collinearity note: HS dropped because of collinearity note: CcS dropped because of collinearity note: HS dropped because of collinearity Iteration 0: log likelihood = -81219.295 (not concave) Warning: cannot do Cholesky factorization of rho matrix --Break-- r(1); end of do-file --Break-- r(1); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit RF=HeS NaS EcS CcS HS CA EL invalid 'NaS' r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit RF HeS NaS EcS CcS HS CA EL note: CcS omitted because of collinearity note: HS omitted because of collinearity Iteration 0: log likelihood = -21190.33 Iteration 1: log likelihood = -21146.434 Iteration 2: log likelihood = -21146.43 Iteration 3: log likelihood = -21146.43 Probit regression Number of obs = 35389 LR chi2(5) = 87.80 Prob > chi2 = 0.0000 Log likelihood = -21146.43 Pseudo R2 = 0.0021 ------------------------------------------------------------------------------ RF | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- HeS | .057408 .021316 2.69 0.007 .0156293 .0991866 NaS | .0289339 .0243656 1.19 0.235 -.0188219 .0766896 EcS | .0755542 .0303919 2.49 0.013 .0159872 .1351212 CcS | 0 (omitted) HS | 0 (omitted) CA | .001607 .0002757 5.83 0.000 .0010667 .0021473 EL | .066854 .0098169 6.81 0.000 .0476132 .0860947 _cons | -.738303 .0259265 -28.48 0.000 -.7891181 -.687488 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit RF HeS NaS EcS CcS CA EL note: CcS omitted because of collinearity Iteration 0: log likelihood = -21190.33 Iteration 1: log likelihood = -21146.434 Iteration 2: log likelihood = -21146.43 Iteration 3: log likelihood = -21146.43 Probit regression Number of obs = 35389 LR chi2(5) = 87.80 Prob > chi2 = 0.0000 Log likelihood = -21146.43 Pseudo R2 = 0.0021 ------------------------------------------------------------------------------ RF | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- HeS | .057408 .021316 2.69 0.007 .0156293 .0991866 NaS | .0289339 .0243656 1.19 0.235 -.0188219 .0766896 EcS | .0755542 .0303919 2.49 0.013 .0159872 .1351212 CcS | 0 (omitted) CA | .001607 .0002757 5.83 0.000 .0010667 .0021473 EL | .066854 .0098169 6.81 0.000 .0476132 .0860947 _cons | -.738303 .0259265 -28.48 0.000 -.7891181 -.687488 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . drop CcS . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen CcS=0 if q331_txt=="1" (322978 missing values generated) . replace CcS=0 if q331_txt=="2" (1483 real changes made) . replace CcS=0 if q331_txt=="3" (90 real changes made) . replace CcS=0 if q331_txt=="4" (1303 real changes made) . replace CcS=0 if q331_txt=="5" (1305 real changes made) . replace CcS=1 if q331_txt=="6" (450 real changes made) . replace CcS=0 if q331_txt=="7" (1131 real changes made) . replace CcS=0 if q331_txt=="8" (89 real changes made) . replace CcS=1 if q331_txt=="9" (1079 real changes made) . replace CcS=1 if q331_txt=="10" (585 real changes made) . replace CcS=0 if q331_txt=="11" (179 real changes made) . replace CcS=1 if q331_txt=="12" (534 real changes made) . replace CcS=0 if q331_txt=="13" (405 real changes made) . replace CcS=0 if q331_txt=="14" (2165 real changes made) . replace CcS=1 if q331_txt=="15" (1034 real changes made) . replace CcS=0 if q331_txt=="16" (315 real changes made) . replace CcS=0 if q331_txt=="17" (90 real changes made) . replace CcS=0 if q331_txt=="18" (3773 real changes made) . replace CcS=0 if q331_txt=="19" (181 real changes made) . replace CcS=0 if q331_txt=="20" (135 real changes made) . replace CcS=0 if q331_txt=="21" (7466 real changes made) . replace CcS=0 if q331_txt=="22" (1883 real changes made) . replace CcS=0 if q331_txt=="23" (5719 real changes made) . replace CcS=0 if q331_txt=="24" (585 real changes made) . replace CcS=1 if q331_txt=="25" (1347 real changes made) . replace CcS=0 if q331_txt=="26" (3230 real changes made) . replace CcS=. if q331_txt=="." (0 real changes made) . tab CcS CcS | Freq. Percent Cum. ------------+----------------------------------- 0 | 34,136 87.16 87.16 1 | 5,029 12.84 100.00 ------------+----------------------------------- Total | 39,165 100.00 . label variable CcS "Houseolds faced Crime/conflit related shocks" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . drop NaS . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen NaS=0 if q331_txt=="1" (322978 missing values generated) . replace NaS=1 if q331_txt=="2" (1483 real changes made) . replace NaS=0 if q331_txt=="3" (90 real changes made) . replace NaS=1 if q331_txt=="4" (1303 real changes made) . replace NaS=1 if q331_txt=="5" (1305 real changes made) . replace NaS=0 if q331_txt=="6" (450 real changes made) . replace NaS=1 if q331_txt=="7" (1131 real changes made) . replace NaS=0 if q331_txt=="8" (89 real changes made) . replace NaS=0 if q331_txt=="9" (1079 real changes made) . replace NaS=0 if q331_txt=="10" (585 real changes made) . replace NaS=0 if q331_txt=="11" (179 real changes made) . replace NaS=0 if q331_txt=="12" (534 real changes made) . replace NaS=1 if q331_txt=="13" (405 real changes made) . replace NaS=0 if q331_txt=="14" (2165 real changes made) . replace NaS=0 if q331_txt=="15" (1034 real changes made) . replace NaS=0 if q331_txt=="16" (315 real changes made) . replace NaS=0 if q331_txt=="17" (90 real changes made) . replace NaS=0 if q331_txt=="18" (3773 real changes made) . replace NaS=0 if q331_txt=="19" (181 real changes made) . replace NaS=0 if q331_txt=="20" (135 real changes made) . replace NaS=0 if q331_txt=="21" (7466 real changes made) . replace NaS=0 if q331_txt=="22" (1883 real changes made) . replace NaS=0 if q331_txt=="23" (5719 real changes made) . replace NaS=0 if q331_txt=="24" (585 real changes made) . replace NaS=0 if q331_txt=="25" (1347 real changes made) . replace NaS=1 if q331_txt=="26" (3230 real changes made) . replace NaS=. if q331_txt=="." (0 real changes made) . tab NaS NaS | Freq. Percent Cum. ------------+----------------------------------- 0 | 30,308 77.39 77.39 1 | 8,857 22.61 100.00 ------------+----------------------------------- Total | 39,165 100.00 . label variable NaS "Houseolds faced Natural shocks" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit RF HeS NaS EcS CcS CA EL note: CcS omitted because of collinearity Iteration 0: log likelihood = -21190.33 Iteration 1: log likelihood = -21129.648 Iteration 2: log likelihood = -21129.629 Iteration 3: log likelihood = -21129.629 Probit regression Number of obs = 35389 LR chi2(5) = 121.40 Prob > chi2 = 0.0000 Log likelihood = -21129.629 Pseudo R2 = 0.0029 ------------------------------------------------------------------------------ RF | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- HeS | .13581 .0224033 6.06 0.000 .0919003 .1797196 NaS | .1476688 .0250253 5.90 0.000 .0986201 .1967175 EcS | .1540717 .0311422 4.95 0.000 .0930342 .2151093 CcS | 0 (omitted) CA | .0016498 .0002757 5.98 0.000 .0011094 .0021902 EL | .0681339 .009818 6.94 0.000 .0488911 .0873767 _cons | -.820002 .0268323 -30.56 0.000 -.8725923 -.7674118 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . drop CcS . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen CcS=0 if q331_txt=="1" (322978 missing values generated) . replace CcS=0 if q331_txt=="2" (1483 real changes made) . replace CcS=0 if q331_txt=="3" (90 real changes made) . replace CcS=0 if q331_txt=="4" (1303 real changes made) . replace CcS=0 if q331_txt=="5" (1305 real changes made) . replace CcS=1 if q331_txt=="6" (450 real changes made) . replace CcS=0 if q331_txt=="7" (1131 real changes made) . replace CcS=0 if q331_txt=="8" (89 real changes made) . replace CcS=1 if q331_txt=="9" (1079 real changes made) . replace CcS=1 if q331_txt=="10" (585 real changes made) . replace CcS=0 if q331_txt=="11" (179 real changes made) . replace CcS=1 if q331_txt=="12" (534 real changes made) . replace CcS=0 if q331_txt=="13" (405 real changes made) . replace CcS=0 if q331_txt=="14" (2165 real changes made) . replace CcS=0 if q331_txt=="15" (1034 real changes made) . replace CcS=0 if q331_txt=="16" (315 real changes made) . replace CcS=0 if q331_txt=="17" (90 real changes made) . replace CcS=0 if q331_txt=="18" (3773 real changes made) . replace CcS=0 if q331_txt=="19" (181 real changes made) . replace CcS=0 if q331_txt=="20" (135 real changes made) . replace CcS=0 if q331_txt=="21" (7466 real changes made) . replace CcS=0 if q331_txt=="22" (1883 real changes made) . replace CcS=0 if q331_txt=="23" (5719 real changes made) . replace CcS=0 if q331_txt=="24" (585 real changes made) . replace CcS=1 if q331_txt=="25" (1347 real changes made) . replace CcS=0 if q331_txt=="26" (3230 real changes made) . replace CcS=. if q331_txt=="." (0 real changes made) . tab CcS CcS | Freq. Percent Cum. ------------+----------------------------------- 0 | 35,170 89.80 89.80 1 | 3,995 10.20 100.00 ------------+----------------------------------- Total | 39,165 100.00 . label variable CcS "Houseolds faced Crime/conflit related shocks" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . drop EcS . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen EcS=0 if q331_txt=="1" (322978 missing values generated) . replace EcS=0 if q331_txt=="2" (1483 real changes made) . replace EcS=1 if q331_txt=="3" (90 real changes made) . replace EcS=0 if q331_txt=="4" (1303 real changes made) . replace EcS=0 if q331_txt=="5" (1305 real changes made) . replace EcS=0 if q331_txt=="6" (450 real changes made) . replace EcS=0 if q331_txt=="7" (1131 real changes made) . replace EcS=0 if q331_txt=="8" (89 real changes made) . replace EcS=0 if q331_txt=="9" (1079 real changes made) . replace EcS=0 if q331_txt=="10" (585 real changes made) . replace EcS=1 if q331_txt=="11" (179 real changes made) . replace EcS=0 if q331_txt=="12" (534 real changes made) . replace EcS=0 if q331_txt=="13" (405 real changes made) . replace EcS=1 if q331_txt=="14" (2165 real changes made) . replace EcS=1 if q331_txt=="15" (1034 real changes made) . replace EcS=1 if q331_txt=="16" (315 real changes made) . replace EcS=1 if q331_txt=="17" (90 real changes made) . replace EcS=0 if q331_txt=="18" (3773 real changes made) . replace EcS=1 if q331_txt=="19" (181 real changes made) . replace EcS=1 if q331_txt=="20" (135 real changes made) . replace EcS=0 if q331_txt=="21" (7466 real changes made) . replace EcS=0 if q331_txt=="22" (1883 real changes made) . replace EcS=0 if q331_txt=="23" (5719 real changes made) . replace EcS=1 if q331_txt=="24" (585 real changes made) . replace EcS=0 if q331_txt=="25" (1347 real changes made) . replace EcS=0 if q331_txt=="26" (3230 real changes made) . replace EcS=. if q331_txt=="." (0 real changes made) . tab EcS EcS | Freq. Percent Cum. ------------+----------------------------------- 0 | 34,391 87.81 87.81 1 | 4,774 12.19 100.00 ------------+----------------------------------- Total | 39,165 100.00 . label variable EcS "Houseolds faced Economic shocks" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit RF HeS NaS EcS CcS CA EL note: CcS omitted because of collinearity Iteration 0: log likelihood = -21190.33 Iteration 1: log likelihood = -21136.138 Iteration 2: log likelihood = -21136.125 Iteration 3: log likelihood = -21136.125 Probit regression Number of obs = 35389 LR chi2(5) = 108.41 Prob > chi2 = 0.0000 Log likelihood = -21136.125 Pseudo R2 = 0.0026 ------------------------------------------------------------------------------ RF | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- HeS | .1274826 .0246316 5.18 0.000 .0792055 .1757597 NaS | .1393276 .0270467 5.15 0.000 .0863171 .1923381 EcS | .1050754 .0310711 3.38 0.001 .0441771 .1659736 CcS | 0 (omitted) CA | .0016529 .0002761 5.99 0.000 .0011117 .0021941 EL | .0677105 .0098512 6.87 0.000 .0484025 .0870186 _cons | -.8116531 .0289186 -28.07 0.000 -.8683326 -.7549736 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit RF HeS NaS EcS CcS note: CcS omitted because of collinearity Iteration 0: log likelihood = -23267.079 Iteration 1: log likelihood = -23254.413 Iteration 2: log likelihood = -23254.411 Iteration 3: log likelihood = -23254.411 (backed up) Probit regression Number of obs = 39165 LR chi2(3) = 25.34 Prob > chi2 = 0.0000 Log likelihood = -23254.411 Pseudo R2 = 0.0005 ------------------------------------------------------------------------------ RF | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- HeS | .1159953 .0234176 4.95 0.000 .0700976 .161893 NaS | .1099359 .0258126 4.26 0.000 .0593441 .1605277 EcS | .1074194 .0289422 3.71 0.000 .0506937 .1641451 CcS | 0 (omitted) _cons | -.6813978 .0215962 -31.55 0.000 -.7237255 -.6390701 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . pcorr RF HeS NaS EcS CcS (obs=39165) Partial and semipartial correlations of RF with Partial Semipartial Partial Semipartial Significance Variable | Corr. Corr. Corr.^2 Corr.^2 Value ------------+----------------------------------------------------------------- HeS | 0.0249 0.0249 0.0006 0.0006 0.0000 NaS | 0.0213 0.0213 0.0005 0.0005 0.0000 EcS | 0.0184 0.0184 0.0003 0.0003 0.0003 CcS | (dropped) . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit SAs HeS NaS EcS CcS HS CA note: CcS omitted because of collinearity note: HS omitted because of collinearity Iteration 0: log likelihood = -5246.0307 Iteration 1: log likelihood = -5083.2706 Iteration 2: log likelihood = -5077.0658 Iteration 3: log likelihood = -5077.0416 Iteration 4: log likelihood = -5077.0416 Probit regression Number of obs = 39165 LR chi2(4) = 337.98 Prob > chi2 = 0.0000 Log likelihood = -5077.0416 Pseudo R2 = 0.0322 ------------------------------------------------------------------------------ SAs | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- HeS | -.1486319 .0392706 -3.78 0.000 -.2256007 -.071663 NaS | -.1341669 .0444579 -3.02 0.003 -.2213027 -.0470311 EcS | -.5459437 .0658013 -8.30 0.000 -.6749118 -.4169755 CcS | 0 (omitted) HS | 0 (omitted) CA | .0068631 .0004579 14.99 0.000 .0059656 .0077605 _cons | -2.163546 .0478314 -45.23 0.000 -2.257294 -2.069799 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . correlate RF HeS NaS EcS CcS (obs=39165) | RF HeS NaS EcS CcS -------------+--------------------------------------------- RF | 1.0000 HeS | 0.0116 1.0000 NaS | 0.0032 -0.5976 1.0000 EcS | 0.0015 -0.4119 -0.2014 1.0000 CcS | -0.0250 -0.3726 -0.1822 -0.1256 1.0000 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . log close name: log: D:\Essaie estimation stata\Article 5 base\Article_5.log log type: text closed on: 30 Aug 2019, 16:11:32 ------------------------------------------------------------------------------------------- ------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 5 base\Article_5.log log type: text opened on: 31 Aug 2019, 09:22:54 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab q331 premier choc | Freq. Percent Cum. ----------------------------------------+----------------------------------- manque de pluies/pluies irrégulières | 2,609 6.66 6.66 pluies tardives | 1,483 3.79 10.45 semis tardifs | 90 0.23 10.68 sécheresse | 1,303 3.33 14.00 inondations/fortes pluies/vents violent | 1,305 3.33 17.34 dégâts de cultures par les exploitants | 450 1.15 18.49 maladies des cultures | 1,131 2.89 21.37 maladie du bétail (épizooties) | 89 0.23 21.60 destruction de cultures par les animaux | 1,079 2.76 24.36 pillage de récoltes/vol de bétail | 585 1.49 25.85 déplacement forcé des populations | 179 0.46 26.31 destruction/pillage de biens matériels | 534 1.36 27.67 plantations occupées | 405 1.03 28.70 manque d'opportunités économiques | 2,165 5.53 34.23 séparation des membres du ménage | 1,034 2.64 36.87 perte d'emploi par un membre du ménage | 315 0.80 37.68 marchés non fonctionnels | 90 0.23 37.91 mort d'un ou plusieurs membres du ménag | 3,773 9.63 47.54 baisse considérable des prix des cultur | 181 0.46 48.00 faible disponibilité d'aliments sur le | 135 0.34 48.35 maladie grave d'un ou plusieurs membres | 7,466 19.06 67.41 décès d'un actif du ménage | 1,883 4.81 72.22 décès d'un membre du ménage/parents | 5,719 14.60 86.82 manque de semences et/ou intrants | 585 1.49 88.31 feux de brousse | 1,347 3.44 91.75 autre, préciser | 3,230 8.25 100.00 ----------------------------------------+----------------------------------- Total | 39,165 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . drop NaS . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen NaS=0 if q331_txt=="1" (322978 missing values generated) . replace NaS=1 if q331_txt=="2" (1483 real changes made) . replace NaS=0 if q331_txt=="3" (90 real changes made) . replace NaS=1 if q331_txt=="4" (1303 real changes made) . replace NaS=1 if q331_txt=="5" (1305 real changes made) . replace NaS=0 if q331_txt=="6" (450 real changes made) . replace NaS=1 if q331_txt=="7" (1131 real changes made) . replace NaS=0 if q331_txt=="8" (89 real changes made) . replace NaS=0 if q331_txt=="9" (1079 real changes made) . replace NaS=0 if q331_txt=="10" (585 real changes made) . replace NaS=0 if q331_txt=="11" (179 real changes made) . replace NaS=0 if q331_txt=="12" (534 real changes made) . replace NaS=1 if q331_txt=="13" (405 real changes made) . replace NaS=0 if q331_txt=="14" (2165 real changes made) . replace NaS=0 if q331_txt=="15" (1034 real changes made) . replace NaS=0 if q331_txt=="16" (315 real changes made) . replace NaS=0 if q331_txt=="17" (90 real changes made) . replace NaS=0 if q331_txt=="18" (3773 real changes made) . replace NaS=0 if q331_txt=="19" (181 real changes made) . replace NaS=0 if q331_txt=="20" (135 real changes made) . replace NaS=0 if q331_txt=="21" (7466 real changes made) . replace NaS=0 if q331_txt=="22" (1883 real changes made) . replace NaS=0 if q331_txt=="23" (5719 real changes made) . replace NaS=0 if q331_txt=="24" (585 real changes made) . replace NaS=0 if q331_txt=="25" (1347 real changes made) . replace NaS=0 if q331_txt=="26" (3230 real changes made) . replace NaS=. if q331_txt=="." (0 real changes made) . tab NaS NaS | Freq. Percent Cum. ------------+----------------------------------- 0 | 33,538 85.63 85.63 1 | 5,627 14.37 100.00 ------------+----------------------------------- Total | 39,165 100.00 . label variable NaS "Houseolds faced Natural shocks" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit RF HeS NaS EcS CcS Iteration 0: log likelihood = -23267.079 Iteration 1: log likelihood = -23204.956 Iteration 2: log likelihood = -23204.92 Iteration 3: log likelihood = -23204.92 Probit regression Number of obs = 39165 LR chi2(4) = 124.32 Prob > chi2 = 0.0000 Log likelihood = -23204.92 Pseudo R2 = 0.0027 ------------------------------------------------------------------------------ RF | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- HeS | .2011566 .0261917 7.68 0.000 .1498218 .2524914 NaS | .297548 .0301087 9.88 0.000 .238536 .3565601 EcS | .1925808 .0312293 6.17 0.000 .1313724 .2537891 CcS | .0851609 .0327171 2.60 0.009 .0210366 .1492853 _cons | -.7665592 .0245767 -31.19 0.000 -.8147287 -.7183897 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit SAs HeS NaS EcS CcS HS CA EL note: HS omitted because of collinearity Iteration 0: log likelihood = -4384.7094 Iteration 1: log likelihood = -4189.4527 Iteration 2: log likelihood = -4167.218 Iteration 3: log likelihood = -4166.216 Iteration 4: log likelihood = -4166.2092 Iteration 5: log likelihood = -4166.2092 Probit regression Number of obs = 35389 LR chi2(6) = 437.00 Prob > chi2 = 0.0000 Log likelihood = -4166.2092 Pseudo R2 = 0.0498 ------------------------------------------------------------------------------ SAs | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- HeS | -.0965741 .0492476 -1.96 0.050 -.1930976 -.0000506 NaS | -.1525357 .059389 -2.57 0.010 -.2689361 -.0361354 EcS | -1.118487 .1335716 -8.37 0.000 -1.380283 -.8566918 CcS | .003142 .060369 0.05 0.958 -.1151791 .1214631 HS | 0 (omitted) CA | .0077349 .0004988 15.51 0.000 .0067572 .0087126 EL | .0227335 .0205486 1.11 0.269 -.017541 .063008 _cons | -2.311311 .0557999 -41.42 0.000 -2.420677 -2.201945 ------------------------------------------------------------------------------ . i.CA i.EL unrecognized command: i.CA invalid command name r(199); end of do-file r(199); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit SAs i.HeS Ni.aS i.EcS i.CcS HS i.CA i.EL Ni.aS invalid name r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit SAs i.HeS Ni.aS i.EcS i.CcS HS CA i.EL Ni.aS invalid name r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit SAs i.HeS i.NaS i.EcS i.CcS HS CA i.EL note: 3.EL != 0 predicts failure perfectly 3.EL dropped and 406 obs not used note: HS omitted because of collinearity Iteration 0: log likelihood = -4373.5613 Iteration 1: log likelihood = -4157.8676 Iteration 2: log likelihood = -4134.6197 Iteration 3: log likelihood = -4133.5518 Iteration 4: log likelihood = -4133.5441 Iteration 5: log likelihood = -4133.5441 Probit regression Number of obs = 34983 LR chi2(7) = 480.03 Prob > chi2 = 0.0000 Log likelihood = -4133.5441 Pseudo R2 = 0.0549 ------------------------------------------------------------------------------ SAs | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- 1.HeS | -.0983726 .0496267 -1.98 0.047 -.1956393 -.001106 1.NaS | -.1505567 .0597103 -2.52 0.012 -.2675867 -.0335267 1.EcS | -1.142294 .1333297 -8.57 0.000 -1.403615 -.8809727 1.CcS | -.0045291 .0606924 -0.07 0.941 -.123484 .1144258 HS | 0 (omitted) CA | .0077182 .0004998 15.44 0.000 .0067386 .0086978 | EL | 1 | -.1204285 .0361103 -3.34 0.001 -.1912035 -.0496536 2 | .2402212 .045716 5.25 0.000 .1506195 .3298229 3 | 0 (empty) | _cons | -2.290237 .0559597 -40.93 0.000 -2.399916 -2.180558 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit SAs i.HeS i.NaS i.EcS i.CcS CA i.EL note: 3.EL != 0 predicts failure perfectly 3.EL dropped and 406 obs not used Iteration 0: log likelihood = -4373.5613 Iteration 1: log likelihood = -4157.8676 Iteration 2: log likelihood = -4134.6197 Iteration 3: log likelihood = -4133.5518 Iteration 4: log likelihood = -4133.5441 Iteration 5: log likelihood = -4133.5441 Probit regression Number of obs = 34983 LR chi2(7) = 480.03 Prob > chi2 = 0.0000 Log likelihood = -4133.5441 Pseudo R2 = 0.0549 ------------------------------------------------------------------------------ SAs | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- 1.HeS | -.0983726 .0496267 -1.98 0.047 -.1956393 -.001106 1.NaS | -.1505567 .0597103 -2.52 0.012 -.2675867 -.0335267 1.EcS | -1.142294 .1333297 -8.57 0.000 -1.403615 -.8809727 1.CcS | -.0045291 .0606924 -0.07 0.941 -.123484 .1144258 CA | .0077182 .0004998 15.44 0.000 .0067386 .0086978 | EL | 1 | -.1204285 .0361103 -3.34 0.001 -.1912035 -.0496536 2 | .2402212 .045716 5.25 0.000 .1506195 .3298229 3 | 0 (empty) | _cons | -2.290237 .0559597 -40.93 0.000 -2.399916 -2.180558 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit SAs i.HeS i.NaS i.EcS i.CcS CA i.EL i.OD note: 3.EL != 0 predicts failure perfectly 3.EL dropped and 406 obs not used Iteration 0: log likelihood = -4373.5613 Iteration 1: log likelihood = -4157.0156 Iteration 2: log likelihood = -4133.491 Iteration 3: log likelihood = -4132.4043 Iteration 4: log likelihood = -4132.3965 Iteration 5: log likelihood = -4132.3965 Probit regression Number of obs = 34983 LR chi2(8) = 482.33 Prob > chi2 = 0.0000 Log likelihood = -4132.3965 Pseudo R2 = 0.0551 ------------------------------------------------------------------------------ SAs | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- 1.HeS | -.0909897 .0499027 -1.82 0.068 -.1887972 .0068178 1.NaS | -.1435838 .0599223 -2.40 0.017 -.2610294 -.0261383 1.EcS | -1.133487 .1336355 -8.48 0.000 -1.395408 -.871566 1.CcS | -5.36e-07 .0608378 -0.00 1.000 -.1192403 .1192393 CA | .0077791 .0005018 15.50 0.000 .0067955 .0087627 | EL | 1 | -.1241213 .0362359 -3.43 0.001 -.1951423 -.0531003 2 | .2539339 .0465311 5.46 0.000 .1627346 .3451332 3 | 0 (empty) | 1.OD | -.0479394 .0317555 -1.51 0.131 -.110179 .0143003 _cons | -2.285713 .0560567 -40.78 0.000 -2.395582 -2.175844 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit SAs i.HeS i.NaS i.EcS i.CcS CA i.EL i.OD NAL note: 3.EL != 0 predicts failure perfectly 3.EL dropped and 406 obs not used note: NAL omitted because of collinearity Iteration 0: log likelihood = -4373.5613 Iteration 1: log likelihood = -4157.0156 Iteration 2: log likelihood = -4133.491 Iteration 3: log likelihood = -4132.4043 Iteration 4: log likelihood = -4132.3965 Iteration 5: log likelihood = -4132.3965 Probit regression Number of obs = 34983 LR chi2(8) = 482.33 Prob > chi2 = 0.0000 Log likelihood = -4132.3965 Pseudo R2 = 0.0551 ------------------------------------------------------------------------------ SAs | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- 1.HeS | -.0909897 .0499027 -1.82 0.068 -.1887972 .0068178 1.NaS | -.1435838 .0599223 -2.40 0.017 -.2610294 -.0261383 1.EcS | -1.133487 .1336355 -8.48 0.000 -1.395408 -.871566 1.CcS | -5.36e-07 .0608378 -0.00 1.000 -.1192403 .1192393 CA | .0077791 .0005018 15.50 0.000 .0067955 .0087627 | EL | 1 | -.1241213 .0362359 -3.43 0.001 -.1951423 -.0531003 2 | .2539339 .0465311 5.46 0.000 .1627346 .3451332 3 | 0 (empty) | 1.OD | -.0479394 .0317555 -1.51 0.131 -.110179 .0143003 NAL | 0 (omitted) _cons | -2.285713 .0560567 -40.78 0.000 -2.395582 -2.175844 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab CA Categ of | Age | Freq. Percent Cum. ------------+----------------------------------- 35 | 133,342 41.68 41.68 55 | 127,453 39.84 81.52 105 | 59,124 18.48 100.00 ------------+----------------------------------- Total | 319,919 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit SAs i.HeS i.NaS i.EcS i.CcS age i.EL i.OD note: 3.EL != 0 predicts failure perfectly 3.EL dropped and 406 obs not used Iteration 0: log likelihood = -4373.5613 Iteration 1: log likelihood = -4100.1235 Iteration 2: log likelihood = -4073.6438 Iteration 3: log likelihood = -4072.3183 Iteration 4: log likelihood = -4072.3068 Iteration 5: log likelihood = -4072.3068 Probit regression Number of obs = 34983 LR chi2(8) = 602.51 Prob > chi2 = 0.0000 Log likelihood = -4072.3068 Pseudo R2 = 0.0689 ------------------------------------------------------------------------------ SAs | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- 1.HeS | -.1033857 .0499758 -2.07 0.039 -.2013365 -.0054348 1.NaS | -.1476393 .0601855 -2.45 0.014 -.2656008 -.0296778 1.EcS | -1.121294 .1330044 -8.43 0.000 -1.381978 -.8606099 1.CcS | -.0390329 .0613698 -0.64 0.525 -.1593155 .0812497 age | .0173809 .0009283 18.72 0.000 .0155615 .0192003 | EL | 1 | -.1128418 .0361156 -3.12 0.002 -.1836271 -.0420565 2 | .2648861 .0476973 5.55 0.000 .171401 .3583711 3 | 0 (empty) | 1.OD | -.0392695 .0321125 -1.22 0.221 -.1022088 .0236698 _cons | -2.607144 .0644723 -40.44 0.000 -2.733507 -2.480781 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit SAs i.HeS i.NaS i.EcS i.CcS i.CA i.EL i.OD note: 3.EL != 0 predicts failure perfectly 3.EL dropped and 406 obs not used Iteration 0: log likelihood = -4373.5613 Iteration 1: log likelihood = -4148.5237 Iteration 2: log likelihood = -4123.6643 Iteration 3: log likelihood = -4122.4535 Iteration 4: log likelihood = -4122.4427 Iteration 5: log likelihood = -4122.4427 Probit regression Number of obs = 34983 LR chi2(9) = 502.24 Prob > chi2 = 0.0000 Log likelihood = -4122.4427 Pseudo R2 = 0.0574 ------------------------------------------------------------------------------ SAs | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- 1.HeS | -.0848203 .0499175 -1.70 0.089 -.1826568 .0130162 1.NaS | -.130745 .0599537 -2.18 0.029 -.2482522 -.0132378 1.EcS | -1.115863 .1329908 -8.39 0.000 -1.376521 -.8552063 1.CcS | .0182936 .0608857 0.30 0.764 -.1010402 .1376275 | CA | 55 | -.0051516 .0371783 -0.14 0.890 -.0780197 .0677164 105 | .4859428 .0364941 13.32 0.000 .4144156 .55747 | EL | 1 | -.1169024 .0364985 -3.20 0.001 -.1884381 -.0453667 2 | .2505707 .0464313 5.40 0.000 .1595671 .3415743 3 | 0 (empty) | 1.OD | -.0547934 .0318068 -1.72 0.085 -.1171337 .0075469 _cons | -1.940161 .0511019 -37.97 0.000 -2.040319 -1.840003 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit LS i.HeS i.NaS i.EcS i.CcS i.CA i.EL i.OD note: 0.NaS != 1 predicts failure perfectly 0.NaS dropped and 5262 obs not used note: 1.NaS omitted because of collinearity Iteration 0: log likelihood = -4073.9322 Iteration 1: log likelihood = -3865.9286 Iteration 2: log likelihood = -3841.6739 Iteration 3: log likelihood = -3839.9841 Iteration 4: log likelihood = -3839.9541 Iteration 5: log likelihood = -3839.954 Probit regression Number of obs = 30127 LR chi2(9) = 467.96 Prob > chi2 = 0.0000 Log likelihood = -3839.954 Pseudo R2 = 0.0574 ------------------------------------------------------------------------------ LS | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- 1.HeS | -.1585677 .0506467 -3.13 0.002 -.2578334 -.059302 1.NaS | 0 (empty) 1.EcS | -.1001527 .0623779 -1.61 0.108 -.2224111 .0221058 1.CcS | .1204978 .0598106 2.01 0.044 .0032711 .2377245 | CA | 55 | -.1338052 .0330863 -4.04 0.000 -.1986532 -.0689573 105 | -.5385306 .0481538 -11.18 0.000 -.6329103 -.4441509 | EL | 1 | .0446878 .0334262 1.34 0.181 -.0208263 .1102019 2 | -1.404232 .1734439 -8.10 0.000 -1.744176 -1.064288 3 | -.9607754 .3210438 -2.99 0.003 -1.59001 -.331541 | 1.OD | .2805858 .0314239 8.93 0.000 .218996 .3421756 _cons | -1.694937 .0501235 -33.82 0.000 -1.793177 -1.596697 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit SAs i.HeS i.NaS i.EcS i.CcS i.CA i.EL i.OD i.HHS note: 3.EL != 0 predicts failure perfectly 3.EL dropped and 406 obs not used Iteration 0: log likelihood = -4373.5613 Iteration 1: log likelihood = -4126.0785 Iteration 2: log likelihood = -4100.1714 Iteration 3: log likelihood = -4098.8589 Iteration 4: log likelihood = -4098.8464 Iteration 5: log likelihood = -4098.8464 Probit regression Number of obs = 34983 LR chi2(10) = 549.43 Prob > chi2 = 0.0000 Log likelihood = -4098.8464 Pseudo R2 = 0.0628 ------------------------------------------------------------------------------ SAs | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- 1.HeS | -.1140399 .0497138 -2.29 0.022 -.2114772 -.0166026 1.NaS | -.1724285 .0599514 -2.88 0.004 -.289931 -.0549259 1.EcS | -1.118904 .1334591 -8.38 0.000 -1.380479 -.8573288 1.CcS | -.0168078 .0609383 -0.28 0.783 -.1362447 .1026291 | CA | 55 | -.0206761 .0373905 -0.55 0.580 -.0939602 .0526079 105 | .4726845 .0367633 12.86 0.000 .4006297 .5447392 | EL | 1 | -.0774753 .0371718 -2.08 0.037 -.1503308 -.0046199 2 | .3301828 .0481035 6.86 0.000 .2359016 .4244639 3 | 0 (empty) | 1.OD | .0155748 .0335868 0.46 0.643 -.0502542 .0814038 1.HHS | -.220757 .0323291 -6.83 0.000 -.2841209 -.1573931 _cons | -1.833531 .0527285 -34.77 0.000 -1.936877 -1.730185 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit BW i.HeS i.NaS i.EcS i.CcS i.CA i.EL i.OD Iteration 0: log likelihood = -10184.174 Iteration 1: log likelihood = -10102.62 Iteration 2: log likelihood = -10102.361 Iteration 3: log likelihood = -10102.361 Probit regression Number of obs = 35389 LR chi2(10) = 163.63 Prob > chi2 = 0.0000 Log likelihood = -10102.361 Pseudo R2 = 0.0080 ------------------------------------------------------------------------------ BW | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- 1.HeS | -.1002601 .0342391 -2.93 0.003 -.1673674 -.0331528 1.NaS | -.2257558 .0412589 -5.47 0.000 -.3066218 -.1448897 1.EcS | -.0998298 .0425519 -2.35 0.019 -.1832301 -.0164296 1.CcS | -.2735947 .0457496 -5.98 0.000 -.3632623 -.183927 | CA | 55 | -.0317419 .0221438 -1.43 0.152 -.0751429 .0116591 105 | -.029955 .0267251 -1.12 0.262 -.0823351 .0224252 | EL | 1 | .1789813 .0217123 8.24 0.000 .1364259 .2215366 2 | -.1100287 .0357696 -3.08 0.002 -.1801358 -.0399215 3 | .1811886 .0844584 2.15 0.032 .0156531 .3467241 | 1.OD | -.0210035 .0209375 -1.00 0.316 -.0620402 .0200333 _cons | -1.271688 .0349323 -36.40 0.000 -1.340154 -1.203222 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit BW i.HeS i.NaS i.EcS i.CcS i.CA i.EL i.OD i.HHS Iteration 0: log likelihood = -10184.174 Iteration 1: log likelihood = -10093.354 Iteration 2: log likelihood = -10093.067 Iteration 3: log likelihood = -10093.067 Probit regression Number of obs = 35389 LR chi2(11) = 182.21 Prob > chi2 = 0.0000 Log likelihood = -10093.067 Pseudo R2 = 0.0089 ------------------------------------------------------------------------------ BW | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- 1.HeS | -.0978703 .0342621 -2.86 0.004 -.1650228 -.0307178 1.NaS | -.2161998 .0413169 -5.23 0.000 -.2971794 -.1352201 1.EcS | -.1053859 .0425662 -2.48 0.013 -.1888141 -.0219577 1.CcS | -.2665686 .0457765 -5.82 0.000 -.3562889 -.1768483 | CA | 55 | -.0249923 .0221983 -1.13 0.260 -.0685002 .0185157 105 | -.0272245 .0267446 -1.02 0.309 -.079643 .025194 | EL | 1 | .1622177 .0220701 7.35 0.000 .1189611 .2054743 2 | -.1331119 .0360152 -3.70 0.000 -.2037004 -.0625234 3 | .1400455 .0851883 1.64 0.100 -.0269205 .3070115 | 1.OD | -.0470461 .0217797 -2.16 0.031 -.0897335 -.0043587 1.HHS | .0907742 .0210762 4.31 0.000 .0494657 .1320827 _cons | -1.313844 .0363364 -36.16 0.000 -1.385062 -1.242626 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit RG i.HeS i.NaS i.EcS i.CcS i.CA i.EL i.OD i.HHS Iteration 0: log likelihood = -19127.281 Iteration 1: log likelihood = -18951.098 Iteration 2: log likelihood = -18950.755 Iteration 3: log likelihood = -18950.755 Probit regression Number of obs = 35389 LR chi2(11) = 353.05 Prob > chi2 = 0.0000 Log likelihood = -18950.755 Pseudo R2 = 0.0092 ------------------------------------------------------------------------------ RG | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- 1.HeS | .0145988 .027266 0.54 0.592 -.0388416 .0680391 1.NaS | -.1621912 .0322031 -5.04 0.000 -.225308 -.0990743 1.EcS | -.287255 .03481 -8.25 0.000 -.3554814 -.2190285 1.CcS | -.1529205 .0347429 -4.40 0.000 -.2210153 -.0848257 | CA | 55 | -.0346672 .0172342 -2.01 0.044 -.0684456 -.0008888 105 | .0313346 .0202982 1.54 0.123 -.0084491 .0711183 | EL | 1 | -.1619811 .0181166 -8.94 0.000 -.197489 -.1264731 2 | -.0185828 .0264293 -0.70 0.482 -.0703832 .0332177 3 | -.0671101 .0714492 -0.94 0.348 -.2071479 .0729276 | 1.OD | .0662822 .0166664 3.98 0.000 .0336166 .0989479 1.HHS | -.0839164 .0164025 -5.12 0.000 -.1160647 -.0517681 _cons | -.6009576 .0287147 -20.93 0.000 -.6572373 -.5446779 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit RF i.HeS i.NaS i.EcS i.CcS i.CA i.EL i.OD i.HHS Iteration 0: log likelihood = -21190.33 Iteration 1: log likelihood = -20955.092 Iteration 2: log likelihood = -20954.888 Iteration 3: log likelihood = -20954.888 Probit regression Number of obs = 35389 LR chi2(11) = 470.88 Prob > chi2 = 0.0000 Log likelihood = -20954.888 Pseudo R2 = 0.0111 ------------------------------------------------------------------------------ RF | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- 1.HeS | .1637407 .0275201 5.95 0.000 .1098024 .2176791 1.NaS | .2810568 .0314695 8.93 0.000 .2193776 .3427359 1.EcS | .1254424 .0334872 3.75 0.000 .0598088 .1910761 1.CcS | .026363 .0345331 0.76 0.445 -.0413205 .0940466 | CA | 55 | .2773653 .0166836 16.62 0.000 .2446659 .3100646 105 | .1694548 .0199428 8.50 0.000 .1303676 .208542 | EL | 1 | .0450136 .0169489 2.66 0.008 .0117943 .0782329 2 | .1896574 .024774 7.66 0.000 .1411014 .2382135 3 | -.1546536 .0705456 -2.19 0.028 -.2929203 -.0163868 | 1.OD | .0019371 .0159194 0.12 0.903 -.0292643 .0331385 1.HHS | .0299865 .0157025 1.91 0.056 -.0007898 .0607628 _cons | -.9259077 .0289393 -31.99 0.000 -.9826277 -.8691876 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit CSt i.CA i.EL i.OD i.HHS Iteration 0: log likelihood = -22832.773 Iteration 1: log likelihood = -22705.402 Iteration 2: log likelihood = -22705.39 Iteration 3: log likelihood = -22705.39 Probit regression Number of obs = 35389 LR chi2(7) = 254.76 Prob > chi2 = 0.0000 Log likelihood = -22705.39 Pseudo R2 = 0.0056 ------------------------------------------------------------------------------ CSt | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .1844309 .0158175 11.66 0.000 .1534291 .2154326 105 | .2180505 .0189294 11.52 0.000 .1809495 .2551515 | EL | 1 | .0047418 .016432 0.29 0.773 -.0274642 .0369479 2 | .0694357 .0243389 2.85 0.004 .0217324 .117139 3 | -.2073722 .0639988 -3.24 0.001 -.3328075 -.081937 | 1.OD | .0766698 .0153971 4.98 0.000 .046492 .1068476 1.HHS | -.0742995 .0151804 -4.89 0.000 -.1040526 -.0445465 _cons | .2777475 .0151673 18.31 0.000 .2480201 .3074749 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit CSt i.CA i.EL i.OD i.HHS Consad Iteration 0: log likelihood = -22832.773 Iteration 1: log likelihood = -22677.55 Iteration 2: log likelihood = -22677.5 Iteration 3: log likelihood = -22677.5 Probit regression Number of obs = 35389 LR chi2(8) = 310.54 Prob > chi2 = 0.0000 Log likelihood = -22677.5 Pseudo R2 = 0.0068 ------------------------------------------------------------------------------ CSt | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .1923909 .0158566 12.13 0.000 .1613126 .2234692 105 | .225229 .0189649 11.88 0.000 .1880585 .2623995 | EL | 1 | .0050558 .0164346 0.31 0.758 -.0271554 .037267 2 | .0333634 .0248035 1.35 0.179 -.0152507 .0819774 3 | -.2748982 .0647492 -4.25 0.000 -.4018043 -.1479921 | 1.OD | .0619586 .0155294 3.99 0.000 .0315215 .0923956 1.HHS | -.0807619 .0152099 -5.31 0.000 -.1105729 -.050951 Consad | 1.45e-07 1.97e-08 7.40 0.000 1.07e-07 1.84e-07 _cons | .2242852 .016791 13.36 0.000 .1913754 .257195 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit CSt i.CA i.EL i.OD i.HHS MN Iteration 0: log likelihood = -22832.773 Iteration 1: log likelihood = -22697.298 Iteration 2: log likelihood = -22697.284 Iteration 3: log likelihood = -22697.284 Probit regression Number of obs = 35389 LR chi2(8) = 270.98 Prob > chi2 = 0.0000 Log likelihood = -22697.284 Pseudo R2 = 0.0059 ------------------------------------------------------------------------------ CSt | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .1995107 .0162585 12.27 0.000 .1676445 .2313768 105 | .2259026 .0190304 11.87 0.000 .1886037 .2632014 | EL | 1 | .0069878 .0164425 0.42 0.671 -.025239 .0392145 2 | .0622423 .0243861 2.55 0.011 .0144464 .1100383 3 | -.2246915 .0641212 -3.50 0.000 -.3503668 -.0990162 | 1.OD | .0571458 .0161447 3.54 0.000 .0255027 .0887889 1.HHS | -.05925 .0156311 -3.79 0.000 -.0898864 -.0286135 MN | -.0205621 .0051001 -4.03 0.000 -.0305582 -.0105661 _cons | .3090353 .0170419 18.13 0.000 .2756338 .3424368 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit CSt i.CA ibn.EL i.OD ibn.HHS MN note: 3.EL omitted because of collinearity note: 1.HHS omitted because of collinearity Iteration 0: log likelihood = -22832.773 Iteration 1: log likelihood = -22697.298 Iteration 2: log likelihood = -22697.284 Iteration 3: log likelihood = -22697.284 Probit regression Number of obs = 35389 LR chi2(8) = 270.98 Prob > chi2 = 0.0000 Log likelihood = -22697.284 Pseudo R2 = 0.0059 ------------------------------------------------------------------------------ CSt | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .1995107 .0162585 12.27 0.000 .1676445 .2313768 105 | .2259026 .0190304 11.87 0.000 .1886037 .2632014 | EL | 0 | .2246915 .0641212 3.50 0.000 .0990162 .3503668 1 | .2316793 .0647248 3.58 0.000 .104821 .3585376 2 | .2869338 .0668213 4.29 0.000 .1559664 .4179012 3 | 0 (omitted) | 1.OD | .0571458 .0161447 3.54 0.000 .0255027 .0887889 | HHS | 0 | .05925 .0156311 3.79 0.000 .0286135 .0898864 1 | 0 (omitted) | MN | -.0205621 .0051001 -4.03 0.000 -.0305582 -.0105661 _cons | .0250938 .0643919 0.39 0.697 -.1011121 .1512997 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit CSt i.CA ibn.EL i.OD ibn.HHS MN, noconstant note: 1.HHS omitted because of collinearity Iteration 0: log likelihood = -24529.786 Iteration 1: log likelihood = -22699.528 Iteration 2: log likelihood = -22697.284 Iteration 3: log likelihood = -22697.284 Probit regression Number of obs = 35389 Wald chi2(9) = 3558.48 Log likelihood = -22697.284 Prob > chi2 = 0.0000 ------------------------------------------------------------------------------ CSt | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .1995106 .0162585 12.27 0.000 .1676445 .2313768 105 | .2259025 .0190304 11.87 0.000 .1886037 .2632014 | EL | 0 | .2497853 .0197017 12.68 0.000 .2111707 .2884 1 | .2567731 .0220425 11.65 0.000 .2135705 .2999757 2 | .3120276 .0266313 11.72 0.000 .2598312 .3642241 3 | .0250938 .0643919 0.39 0.697 -.1011121 .1512997 | 1.OD | .0571458 .0161447 3.54 0.000 .0255027 .0887889 | HHS | 0 | .0592499 .0156311 3.79 0.000 .0286135 .0898864 1 | 0 (omitted) | MN | -.0205621 .0051001 -4.03 0.000 -.0305582 -.0105661 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit CSt i.CA ibn.EL i.OD i.HHS MN note: 3.EL omitted because of collinearity Iteration 0: log likelihood = -22832.773 Iteration 1: log likelihood = -22697.298 Iteration 2: log likelihood = -22697.284 Iteration 3: log likelihood = -22697.284 Probit regression Number of obs = 35389 LR chi2(8) = 270.98 Prob > chi2 = 0.0000 Log likelihood = -22697.284 Pseudo R2 = 0.0059 ------------------------------------------------------------------------------ CSt | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .1995107 .0162585 12.27 0.000 .1676445 .2313768 105 | .2259026 .0190304 11.87 0.000 .1886037 .2632014 | EL | 0 | .2246915 .0641212 3.50 0.000 .0990162 .3503668 1 | .2316793 .0647248 3.58 0.000 .104821 .3585376 2 | .2869338 .0668213 4.29 0.000 .1559664 .4179012 3 | 0 (omitted) | 1.OD | .0571458 .0161447 3.54 0.000 .0255027 .0887889 1.HHS | -.05925 .0156311 -3.79 0.000 -.0898864 -.0286135 MN | -.0205621 .0051001 -4.03 0.000 -.0305582 -.0105661 _cons | .0843438 .0654118 1.29 0.197 -.043861 .2125486 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit 3.EL i.CA i.OD i.HHS MN depvar may not be a factor variable r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit EL i.CA i.OD i.HHS MN Iteration 0: log likelihood = -180308.85 Iteration 1: log likelihood = -175016.93 Iteration 2: log likelihood = -175007.03 Iteration 3: log likelihood = -175007.03 Probit regression Number of obs = 288822 LR chi2(5) = 10603.64 Prob > chi2 = 0.0000 Log likelihood = -175007.03 Pseudo R2 = 0.0294 ------------------------------------------------------------------------------ EL | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .1285309 .0056633 22.70 0.000 .117431 .1396309 105 | -.0903531 .0070484 -12.82 0.000 -.1041677 -.0765385 | 1.OD | -.2638485 .0056948 -46.33 0.000 -.2750101 -.2526869 1.HHS | .5220246 .0054899 95.09 0.000 .5112646 .5327845 MN | -.0530107 .0018564 -28.56 0.000 -.0566492 -.0493723 _cons | -.6340762 .0057266 -110.72 0.000 -.6453002 -.6228523 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit CSt i.CA i.EL i.OD i.HHS MN Iteration 0: log likelihood = -22832.773 Iteration 1: log likelihood = -22697.298 Iteration 2: log likelihood = -22697.284 Iteration 3: log likelihood = -22697.284 Probit regression Number of obs = 35389 LR chi2(8) = 270.98 Prob > chi2 = 0.0000 Log likelihood = -22697.284 Pseudo R2 = 0.0059 ------------------------------------------------------------------------------ CSt | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .1995107 .0162585 12.27 0.000 .1676445 .2313768 105 | .2259026 .0190304 11.87 0.000 .1886037 .2632014 | EL | 1 | .0069878 .0164425 0.42 0.671 -.025239 .0392145 2 | .0622423 .0243861 2.55 0.011 .0144464 .1100383 3 | -.2246915 .0641212 -3.50 0.000 -.3503668 -.0990162 | 1.OD | .0571458 .0161447 3.54 0.000 .0255027 .0887889 1.HHS | -.05925 .0156311 -3.79 0.000 -.0898864 -.0286135 MN | -.0205621 .0051001 -4.03 0.000 -.0305582 -.0105661 _cons | .3090353 .0170419 18.13 0.000 .2756338 .3424368 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit RG i.HeS i.NaS i.EcS i.CcS i.CA i.EL i.OD i.HHS Iteration 0: log likelihood = -19127.281 Iteration 1: log likelihood = -18951.098 Iteration 2: log likelihood = -18950.755 Iteration 3: log likelihood = -18950.755 Probit regression Number of obs = 35389 LR chi2(11) = 353.05 Prob > chi2 = 0.0000 Log likelihood = -18950.755 Pseudo R2 = 0.0092 ------------------------------------------------------------------------------ RG | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- 1.HeS | .0145988 .027266 0.54 0.592 -.0388416 .0680391 1.NaS | -.1621912 .0322031 -5.04 0.000 -.225308 -.0990743 1.EcS | -.287255 .03481 -8.25 0.000 -.3554814 -.2190285 1.CcS | -.1529205 .0347429 -4.40 0.000 -.2210153 -.0848257 | CA | 55 | -.0346672 .0172342 -2.01 0.044 -.0684456 -.0008888 105 | .0313346 .0202982 1.54 0.123 -.0084491 .0711183 | EL | 1 | -.1619811 .0181166 -8.94 0.000 -.197489 -.1264731 2 | -.0185828 .0264293 -0.70 0.482 -.0703832 .0332177 3 | -.0671101 .0714492 -0.94 0.348 -.2071479 .0729276 | 1.OD | .0662822 .0166664 3.98 0.000 .0336166 .0989479 1.HHS | -.0839164 .0164025 -5.12 0.000 -.1160647 -.0517681 _cons | -.6009576 .0287147 -20.93 0.000 -.6572373 -.5446779 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit RF i.HeS i.NaS i.EcS i.CcS i.CA i.EL i.OD i.HHS Iteration 0: log likelihood = -21190.33 Iteration 1: log likelihood = -20955.092 Iteration 2: log likelihood = -20954.888 Iteration 3: log likelihood = -20954.888 Probit regression Number of obs = 35389 LR chi2(11) = 470.88 Prob > chi2 = 0.0000 Log likelihood = -20954.888 Pseudo R2 = 0.0111 ------------------------------------------------------------------------------ RF | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- 1.HeS | .1637407 .0275201 5.95 0.000 .1098024 .2176791 1.NaS | .2810568 .0314695 8.93 0.000 .2193776 .3427359 1.EcS | .1254424 .0334872 3.75 0.000 .0598088 .1910761 1.CcS | .026363 .0345331 0.76 0.445 -.0413205 .0940466 | CA | 55 | .2773653 .0166836 16.62 0.000 .2446659 .3100646 105 | .1694548 .0199428 8.50 0.000 .1303676 .208542 | EL | 1 | .0450136 .0169489 2.66 0.008 .0117943 .0782329 2 | .1896574 .024774 7.66 0.000 .1411014 .2382135 3 | -.1546536 .0705456 -2.19 0.028 -.2929203 -.0163868 | 1.OD | .0019371 .0159194 0.12 0.903 -.0292643 .0331385 1.HHS | .0299865 .0157025 1.91 0.056 -.0007898 .0607628 _cons | -.9259077 .0289393 -31.99 0.000 -.9826277 -.8691876 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit NS i.HeS i.NaS i.EcS i.CcS i.CA i.EL i.OD i.HHS Iteration 0: log likelihood = -22832.773 Iteration 1: log likelihood = -22573.716 Iteration 2: log likelihood = -22573.67 Iteration 3: log likelihood = -22573.67 Probit regression Number of obs = 35389 LR chi2(11) = 518.21 Prob > chi2 = 0.0000 Log likelihood = -22573.67 Pseudo R2 = 0.0113 ------------------------------------------------------------------------------ NS | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- 1.HeS | -.0846204 .0257564 -3.29 0.001 -.135102 -.0341388 1.NaS | .0892606 .0297854 3.00 0.003 .0308822 .1476389 1.EcS | .2101662 .0312535 6.72 0.000 .1489104 .271422 1.CcS | .1502494 .0319965 4.70 0.000 .0875375 .2129613 | CA | 55 | -.180337 .0158951 -11.35 0.000 -.2114909 -.1491831 105 | -.1891847 .0191144 -9.90 0.000 -.2266482 -.1517212 | EL | 1 | .0078392 .0165169 0.47 0.635 -.0245333 .0402117 2 | -.0765167 .0245701 -3.11 0.002 -.1246731 -.0283603 3 | .2111046 .0643703 3.28 0.001 .0849412 .337268 | 1.OD | -.0880576 .0155262 -5.67 0.000 -.1184884 -.0576268 1.HHS | .067952 .0152944 4.44 0.000 .0379757 .0979284 _cons | -.2897837 .0268812 -10.78 0.000 -.3424699 -.2370974 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab KSt variable KSt not found r(111); end of do-file r(111); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab HSt variable HSt not found r(111); end of do-file r(111); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen HSt=0 if NS==1 (311740 missing values generated) . replace HSt=1 if SAs==1 (1166 real changes made) . replace HSt=2 if BW==1 (3191 real changes made) . replace HSt=3 if RG==1 (8909 real changes made) . replace HSt=4 if LS==1 (1039 real changes made) . replace HSt=5 if RF==1 (11013 real changes made) . tab HSt HSt | Freq. Percent Cum. ------------+----------------------------------- 0 | 13,847 35.36 35.36 1 | 1,166 2.98 38.33 2 | 3,191 8.15 46.48 3 | 8,909 22.75 69.23 4 | 1,039 2.65 71.88 5 | 11,013 28.12 100.00 ------------+----------------------------------- Total | 39,165 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tabstat HeS NaS EcS CcS s(mean median sd var count range min max) by(HSt) factor variables and time-series operators not allowed r(101); end of do-file r(101); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tabstat HeS NaS EcS CcS s(mean count) by(HSt) factor variables and time-series operators not allowed r(101); end of do-file r(101); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab HeS NaS EcS CcS s(mean count) by(HSt) factor variables and time-series operators not allowed r(101); end of do-file r(101); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab Shocks variable Shocks not found r(111); end of do-file r(111); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen Shocks=1 if HeS==1 (304048 missing values generated) . replace Shocks=2 if NaS==1 (5627 real changes made) . replace Shocks=3 if EcS==1 (4774 real changes made) . replace Shocks=4 if CcS==1 (3995 real changes made) . tab Shocks Shocks | Freq. Percent Cum. ------------+----------------------------------- 1 | 21,539 59.94 59.94 2 | 5,627 15.66 75.60 3 | 4,774 13.29 88.88 4 | 3,995 11.12 100.00 ------------+----------------------------------- Total | 35,935 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab HSt Shocks, row column chi2 all exact +-------------------+ | Key | |-------------------| | frequency | | row percentage | | column percentage | +-------------------+ Enumerating sample-space combinations: stage 6: enumerations = 1 stage 5: exceeded memory limits using exact(1); try again with larger #; see help tabulate for details | Shocks HSt | 1 2 3 4 | Total -----------+--------------------------------------------+---------- 0 | 6,880 2,122 2,067 1,612 | 12,681 | 54.25 16.73 16.30 12.71 | 100.00 | 31.94 37.71 43.30 40.35 | 35.29 -----------+--------------------------------------------+---------- 1 | 672 135 46 178 | 1,031 | 65.18 13.09 4.46 17.26 | 100.00 | 3.12 2.40 0.96 4.46 | 2.87 -----------+--------------------------------------------+---------- 2 | 1,888 405 360 225 | 2,878 | 65.60 14.07 12.51 7.82 | 100.00 | 8.77 7.20 7.54 5.63 | 8.01 -----------+--------------------------------------------+---------- 3 | 5,355 1,167 812 810 | 8,144 | 65.75 14.33 9.97 9.95 | 100.00 | 24.86 20.74 17.01 20.28 | 22.66 -----------+--------------------------------------------+---------- 4 | 586 0 138 180 | 904 | 64.82 0.00 15.27 19.91 | 100.00 | 2.72 0.00 2.89 4.51 | 2.52 -----------+--------------------------------------------+---------- 5 | 6,158 1,798 1,351 990 | 10,297 | 59.80 17.46 13.12 9.61 | 100.00 | 28.59 31.95 28.30 24.78 | 28.65 -----------+--------------------------------------------+---------- Total | 21,539 5,627 4,774 3,995 | 35,935 | 59.94 15.66 13.29 11.12 | 100.00 | 100.00 100.00 100.00 100.00 | 100.00 Pearson chi2(15) = 733.2854 Pr = 0.000 likelihood-ratio chi2(15) = 882.4703 Pr = 0.000 Cramér's V = 0.0825 gamma = -0.0750 ASE = 0.007 Kendall's tau-b = -0.0489 ASE = 0.005 r(910); end of do-file r(910); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit NS i.HeS i.NaS i.EcS i.CcS i.CA i.EL i.OD i.HHS MN Iteration 0: log likelihood = -22832.773 Iteration 1: log likelihood = -22566.776 Iteration 2: log likelihood = -22566.723 Iteration 3: log likelihood = -22566.723 Probit regression Number of obs = 35389 LR chi2(12) = 532.10 Prob > chi2 = 0.0000 Log likelihood = -22566.723 Pseudo R2 = 0.0117 ------------------------------------------------------------------------------ NS | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- 1.HeS | -.0912119 .0258058 -3.53 0.000 -.1417903 -.0406335 1.NaS | .0800286 .0298772 2.68 0.007 .0214703 .1385869 1.EcS | .2048187 .0312799 6.55 0.000 .1435112 .2661262 1.CcS | .1405981 .0321045 4.38 0.000 .0776746 .2035217 | CA | 55 | -.194089 .0163202 -11.89 0.000 -.2260759 -.162102 105 | -.1964309 .0192124 -10.22 0.000 -.2340866 -.1587753 | EL | 1 | .0055904 .0165287 0.34 0.735 -.0268052 .0379861 2 | -.0703796 .0246069 -2.86 0.004 -.1186082 -.022151 3 | .2264416 .0644714 3.51 0.000 .10008 .3528032 | 1.OD | -.0695377 .0163045 -4.26 0.000 -.1014939 -.0375814 1.HHS | .0536161 .0157673 3.40 0.001 .0227127 .0845195 MN | .0191476 .005131 3.73 0.000 .009091 .0292042 _cons | -.3122525 .0275353 -11.34 0.000 -.3662207 -.2582842 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit RF i.HeS i.NaS i.EcS i.CcS i.CA i.EL i.OD i.HHS MN Iteration 0: log likelihood = -21190.33 Iteration 1: log likelihood = -20950.984 Iteration 2: log likelihood = -20950.776 Iteration 3: log likelihood = -20950.776 Probit regression Number of obs = 35389 LR chi2(12) = 479.11 Prob > chi2 = 0.0000 Log likelihood = -20950.776 Pseudo R2 = 0.0113 ------------------------------------------------------------------------------ RF | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- 1.HeS | .1679483 .0275477 6.10 0.000 .1139558 .2219409 1.NaS | .2874586 .0315411 9.11 0.000 .2256391 .3492781 1.EcS | .1288239 .0334988 3.85 0.000 .0631674 .1944804 1.CcS | .0325513 .0345952 0.94 0.347 -.0352541 .1003566 | CA | 55 | .2882344 .0171122 16.84 0.000 .254695 .3217738 105 | .1749463 .0200407 8.73 0.000 .1356673 .2142253 | EL | 1 | .0466618 .0169615 2.75 0.006 .0134178 .0799057 2 | .185183 .0248243 7.46 0.000 .1365282 .2338378 3 | -.166912 .0706758 -2.36 0.018 -.305434 -.0283899 | 1.OD | -.0129153 .0167358 -0.77 0.440 -.0457168 .0198862 1.HHS | .0420583 .0162596 2.59 0.010 .0101901 .0739265 MN | -.0151685 .0052965 -2.86 0.004 -.0255495 -.0047875 _cons | -.9076907 .0296222 -30.64 0.000 -.9657492 -.8496322 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit RG i.HeS i.NaS i.EcS i.CcS i.CA i.EL i.OD i.HHS MN Iteration 0: log likelihood = -19127.281 Iteration 1: log likelihood = -18947.39 Iteration 2: log likelihood = -18947.038 Iteration 3: log likelihood = -18947.038 Probit regression Number of obs = 35389 LR chi2(12) = 360.49 Prob > chi2 = 0.0000 Log likelihood = -18947.038 Pseudo R2 = 0.0094 ------------------------------------------------------------------------------ RG | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- 1.HeS | .0193607 .0273252 0.71 0.479 -.0341956 .0729171 1.NaS | -.1542317 .0323302 -4.77 0.000 -.2175977 -.0908656 1.EcS | -.2840077 .0348384 -8.15 0.000 -.3522898 -.2157257 1.CcS | -.1457937 .0348443 -4.18 0.000 -.2140873 -.0775 | CA | 55 | -.0245325 .01763 -1.39 0.164 -.0590868 .0100217 105 | .0364859 .0203903 1.79 0.074 -.0034783 .0764501 | EL | 1 | -.1598301 .0181335 -8.81 0.000 -.195371 -.1242891 2 | -.0222989 .0264665 -0.84 0.399 -.0741724 .0295745 3 | -.0774478 .0714722 -1.08 0.279 -.2175307 .0626351 | 1.OD | .051456 .0175258 2.94 0.003 .0171062 .0858059 1.HHS | -.0719672 .0169826 -4.24 0.000 -.1052524 -.0386821 MN | -.0148668 .0054582 -2.72 0.006 -.0255647 -.0041689 _cons | -.5837071 .0294041 -19.85 0.000 -.6413381 -.5260762 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit BW i.HeS i.NaS i.EcS i.CcS i.CA i.EL i.OD i.HHS MN Iteration 0: log likelihood = -10184.174 Iteration 1: log likelihood = -10090.112 Iteration 2: log likelihood = -10089.804 Iteration 3: log likelihood = -10089.804 Probit regression Number of obs = 35389 LR chi2(12) = 188.74 Prob > chi2 = 0.0000 Log likelihood = -10089.804 Pseudo R2 = 0.0093 ------------------------------------------------------------------------------ BW | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- 1.HeS | -.1053319 .0343759 -3.06 0.002 -.1727075 -.0379563 1.NaS | -.2258672 .041484 -5.44 0.000 -.3071743 -.1445601 1.EcS | -.1113709 .0426236 -2.61 0.009 -.1949117 -.0278301 1.CcS | -.2753549 .0458879 -6.00 0.000 -.3652936 -.1854162 | CA | 55 | -.0367673 .0226798 -1.62 0.105 -.0812189 .0076843 105 | -.0345618 .0269128 -1.28 0.199 -.0873098 .0181863 | EL | 1 | .1602125 .0220832 7.25 0.000 .1169301 .2034948 2 | -.1306582 .0360838 -3.62 0.000 -.2013812 -.0599352 3 | .1568978 .085305 1.84 0.066 -.0102969 .3240926 | 1.OD | -.0281049 .0230308 -1.22 0.222 -.0732445 .0170346 1.HHS | .0766223 .021789 3.52 0.000 .0339166 .1193281 MN | .0181608 .0070804 2.56 0.010 .0042835 .0320382 _cons | -1.334918 .0372417 -35.84 0.000 -1.40791 -1.261925 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit SAs i.HeS i.NaS i.EcS i.CcS i.CA i.EL i.OD i.HHS MN note: 3.EL != 0 predicts failure perfectly 3.EL dropped and 406 obs not used Iteration 0: log likelihood = -4373.5613 Iteration 1: log likelihood = -4093.2503 Iteration 2: log likelihood = -4064.0607 Iteration 3: log likelihood = -4062.4434 Iteration 4: log likelihood = -4062.4268 Iteration 5: log likelihood = -4062.4268 Probit regression Number of obs = 34983 LR chi2(11) = 622.27 Prob > chi2 = 0.0000 Log likelihood = -4062.4268 Pseudo R2 = 0.0711 ------------------------------------------------------------------------------ SAs | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- 1.HeS | -.1340105 .0503644 -2.66 0.008 -.232723 -.035298 1.NaS | -.2198694 .0610576 -3.60 0.000 -.33954 -.1001988 1.EcS | -1.157785 .1362207 -8.50 0.000 -1.424773 -.8907975 1.CcS | -.0489312 .0615955 -0.79 0.427 -.1696561 .0717938 | CA | 55 | -.0728171 .0382721 -1.90 0.057 -.147829 .0021949 105 | .4563873 .0370153 12.33 0.000 .3838386 .528936 | EL | 1 | -.0960204 .0375756 -2.56 0.011 -.1696673 -.0223736 2 | .3447791 .0482843 7.14 0.000 .2501436 .4394145 3 | 0 (empty) | 1.OD | .1238474 .0363623 3.41 0.001 .0525786 .1951162 1.HHS | -.3046689 .0339804 -8.97 0.000 -.3712694 -.2380685 MN | .0880964 .0100826 8.74 0.000 .0683349 .107858 _cons | -1.962418 .0554247 -35.41 0.000 -2.071048 -1.853787 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit LS i.HeS i.NaS i.EcS i.CcS i.CA i.EL i.OD i.HHS MN note: 0.NaS != 1 predicts failure perfectly 0.NaS dropped and 5262 obs not used note: 1.NaS omitted because of collinearity Iteration 0: log likelihood = -4073.9322 Iteration 1: log likelihood = -3816.9482 Iteration 2: log likelihood = -3787.8372 Iteration 3: log likelihood = -3785.9118 Iteration 4: log likelihood = -3785.8756 Iteration 5: log likelihood = -3785.8756 Probit regression Number of obs = 30127 LR chi2(11) = 576.11 Prob > chi2 = 0.0000 Log likelihood = -3785.8756 Pseudo R2 = 0.0707 ------------------------------------------------------------------------------ LS | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- 1.HeS | -.1422644 .0508214 -2.80 0.005 -.2418724 -.0426563 1.NaS | 0 (empty) 1.EcS | -.0536642 .0626837 -0.86 0.392 -.176522 .0691936 1.CcS | .1487207 .0602412 2.47 0.014 .0306502 .2667913 | CA | 55 | -.1136171 .0341713 -3.32 0.001 -.1805916 -.0466426 105 | -.5507048 .0491351 -11.21 0.000 -.6470078 -.4544017 | EL | 1 | .0893041 .0345853 2.58 0.010 .0215182 .15709 2 | -1.368021 .1726162 -7.93 0.000 -1.706342 -1.029699 3 | -.9281398 .319714 -2.90 0.004 -1.554768 -.3015119 | 1.OD | .2376127 .0355141 6.69 0.000 .1680063 .3072191 1.HHS | -.122321 .0344715 -3.55 0.000 -.1898839 -.0547582 MN | -.1205018 .0145928 -8.26 0.000 -.1491031 -.0919005 _cons | -1.446497 .055656 -25.99 0.000 -1.55558 -1.337413 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . mvprobit (RF=i.HeS i.NaS i.EcS i.CcS i.CA i.EL i.OD i.HHS MN)/* > */(SAs=i.HeS i.NaS i.EcS i.CcS i.CA i.EL i.OD i.HHS MN)/* > */(BW=i.HeS i.NaS i.EcS i.CcS i.CA i.EL i.OD i.HHS MN)/* > */(RG=i.HeS i.NaS i.EcS i.CcS i.CA i.EL i.OD i.HHS MN)/* > */(LS=i.HeS i.NaS i.EcS i.CcS i.CA i.EL i.OD i.HHS MN)/* > */(NS=i.HeS i.NaS i.EcS i.CcS i.CA i.EL i.OD i.HHS MN) factor variables and time-series operators not allowed r(101); end of do-file r(101); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . mvprobit (RF=HeS NaS EcS CcS CA EL OD HHS MN)/* > */(SAs=HeS NaS EcS CcS CA EL OD HHS MN)/* > */(BW=HeS NaS EcS CcS CA EL OD HHS MN)/* > */(RG=HeS NaS EcS CcS CA EL OD HHS MN)/* > */(LS=HeS NaS EcS CcS CA EL OD HHS MN)/* > */(NS=HeS NaS EcS CcS CA EL OD HHS MN) Iteration 0: log likelihood = -81009.402 (not concave) Warning: cannot do Cholesky factorization of rho matrix --Break-- r(1); end of do-file --Break-- r(1); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . ssc install catplot checking catplot consistency and verifying not already installed... installing into c:\ado\plus\... installation complete. . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab Shocks HSt, row column chi2 all +-------------------+ | Key | |-------------------| | frequency | | row percentage | | column percentage | +-------------------+ | HSt Shocks | 0 1 2 3 4 5 | Total -----------+------------------------------------------------------------------+---------- 1 | 6,880 672 1,888 5,355 586 6,158 | 21,539 | 31.94 3.12 8.77 24.86 2.72 28.59 | 100.00 | 54.25 65.18 65.60 65.75 64.82 59.80 | 59.94 -----------+------------------------------------------------------------------+---------- 2 | 2,122 135 405 1,167 0 1,798 | 5,627 | 37.71 2.40 7.20 20.74 0.00 31.95 | 100.00 | 16.73 13.09 14.07 14.33 0.00 17.46 | 15.66 -----------+------------------------------------------------------------------+---------- 3 | 2,067 46 360 812 138 1,351 | 4,774 | 43.30 0.96 7.54 17.01 2.89 28.30 | 100.00 | 16.30 4.46 12.51 9.97 15.27 13.12 | 13.29 -----------+------------------------------------------------------------------+---------- 4 | 1,612 178 225 810 180 990 | 3,995 | 40.35 4.46 5.63 20.28 4.51 24.78 | 100.00 | 12.71 17.26 7.82 9.95 19.91 9.61 | 11.12 -----------+------------------------------------------------------------------+---------- Total | 12,681 1,031 2,878 8,144 904 10,297 | 35,935 | 35.29 2.87 8.01 22.66 2.52 28.65 | 100.00 | 100.00 100.00 100.00 100.00 100.00 100.00 | 100.00 Pearson chi2(15) = 733.2854 Pr = 0.000 likelihood-ratio chi2(15) = 882.4703 Pr = 0.000 Cramér's V = 0.0825 gamma = -0.0750 ASE = 0.007 Kendall's tau-b = -0.0489 ASE = 0.005 . catplot bar Shocks HSt, blabel(bar) variable bar not found r(111); end of do-file r(111); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . catplot Shocks HSt, blabel(bar) . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . catplot HSt Shocks, blabel(bar) . end of do-file . graph save Graph "D:\These doctorale relance\First article\Article 5\Graph.gph" (file D:\These doctorale relance\First article\Article 5\Graph.gph saved) . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab HSt Shocks, row column chi2 all +-------------------+ | Key | |-------------------| | frequency | | row percentage | | column percentage | +-------------------+ | Shocks HSt | 1 2 3 4 | Total -----------+--------------------------------------------+---------- 0 | 6,880 2,122 2,067 1,612 | 12,681 | 54.25 16.73 16.30 12.71 | 100.00 | 31.94 37.71 43.30 40.35 | 35.29 -----------+--------------------------------------------+---------- 1 | 672 135 46 178 | 1,031 | 65.18 13.09 4.46 17.26 | 100.00 | 3.12 2.40 0.96 4.46 | 2.87 -----------+--------------------------------------------+---------- 2 | 1,888 405 360 225 | 2,878 | 65.60 14.07 12.51 7.82 | 100.00 | 8.77 7.20 7.54 5.63 | 8.01 -----------+--------------------------------------------+---------- 3 | 5,355 1,167 812 810 | 8,144 | 65.75 14.33 9.97 9.95 | 100.00 | 24.86 20.74 17.01 20.28 | 22.66 -----------+--------------------------------------------+---------- 4 | 586 0 138 180 | 904 | 64.82 0.00 15.27 19.91 | 100.00 | 2.72 0.00 2.89 4.51 | 2.52 -----------+--------------------------------------------+---------- 5 | 6,158 1,798 1,351 990 | 10,297 | 59.80 17.46 13.12 9.61 | 100.00 | 28.59 31.95 28.30 24.78 | 28.65 -----------+--------------------------------------------+---------- Total | 21,539 5,627 4,774 3,995 | 35,935 | 59.94 15.66 13.29 11.12 | 100.00 | 100.00 100.00 100.00 100.00 | 100.00 Pearson chi2(15) = 733.2854 Pr = 0.000 likelihood-ratio chi2(15) = 882.4703 Pr = 0.000 Cramér's V = 0.0825 gamma = -0.0750 ASE = 0.007 Kendall's tau-b = -0.0489 ASE = 0.005 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . catplot HSt Shocks, blabel(bar) . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . catplot bar HSt Shocks, blabel(bar) variable bar not found r(111); end of do-file r(111); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . yn="SAs BW RG LS NS" unrecognized command: yn r(199); end of do-file r(199); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . mata ------------------------------------------------- mata (type end to exit) ----------------- : : yn="SAs BW RG LS NS" invalid lval r(3000); : : xn="HeS NaS EcS CcS CA EL OD HHS MN" invalid lval r(3000); : : ic="if _n<=40000" invalid lval r(3000); : : bv1=bvpmvp(yn,xn,ic,1,.001,1) invalid lval r(3000); : ----------------------------------------------------------------------------------------- unexpected end of file (end statement missing) r(612); end of do-file r(612); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . bv1=bvpmvp(SAs BW RG LS NS, HeS NaS EcS CcS CA EL OD HHS MN, if _n<=40000, /* > */ 1,.001,1) unrecognized command: bv1 r(199); end of do-file r(199); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . bvpmvp(SAs BW RG LS NS, HeS NaS EcS CcS CA EL OD HHS MN, if _n<=40000, /* > */ 1,.001,1) unrecognized command: bvpmvp r(199); end of do-file r(199); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . ssc install bvpmvp ssc install: "bvpmvp" not found at SSC, type -findit bvpmvp- (To find all packages at SSC that start with b, type -ssc describe b-) r(601); end of do-file r(601); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . help bvpmvp . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . mata ------------------------------------------------- mata (type end to exit) ----------------- : yn="SAs BW RG LS NS" : xn="HeS NaS EcS CcS CA EL OD HHS MN" : ic="if _n<=40000" : bv1=bvpmvp(yn,xn,ic,1,.001,1) : 3499 bvpmvp() not found r(3499); : bvpmvp(SAs BW RG LS NS, HeS NaS EcS CcS CA EL OD HHS MN, if _n<=40000, /* > */ 1,.001,1) 'if' found where almost anything else expected r(3000); : ----------------------------------------------------------------------------------------- unexpected end of file (end statement missing) r(612); end of do-file r(612); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . yn="SAs BW RG LS NS" unrecognized command: yn r(199); end of do-file r(199); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . bvpmvp(SAs BW RG LS NS, HeS NaS EcS CcS CA EL OD HHS MN, if _n<=40000, /* > */ 1,.001,1) unrecognized command: bvpmvp r(199); end of do-file r(199); . exit, clear ------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 5 base\Article_5.log log type: text opened on: 2 Sep 2019, 12:25:31 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . bvpmvp(SAs BW RG LS NS, HeS NaS EcS CcS CA EL OD HHS MN, if _n<=40000, /* > */ 1,.001,1) unrecognized command: bvpmvp r(199); end of do-file r(199); . help bvpmvp . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . . forvalues i=1(1)8 { 2. . gen u`i'=invnorm(uniform()) 3. . gen x`i'=uniform() 4. . } . . . . . . gen tmpxb=.25*CA-.25*EL+.25*OD-.25*HHS (36765 missing values generated) . . . . gen y1as=.5+.5*HeS-.5*NaS+.5*EcS-.5*CcS+tmpxb+u+u1 u ambiguous abbreviation r(111); end of do-file r(111); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen y1as=.5+.5*HeS-.5*NaS+.5*EcS-.5*CcS+tmpxb+u*+u1 u ambiguous abbreviation r(111); end of do-file r(111); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen y1as=.5+.5*HeS-.5*NaS+.5*EcS-.5*CcS+tmpxb+u'+u'1 u' invalid name r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen y1as=.5+.5*HeS-.5*NaS+.5*EcS-.5*CcS+tmpxb+µ+µ1 µ invalid name r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . set obs 100000 obs must be between 325587 and 2147483646 r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen u=invnorm(uniform()) . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen y1as=.5+.5*HeS-.5*NaS+.5*EcS-.5*CcS+tmpxb+u+u1 (290198 missing values generated) . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen y2as=-.5-.5*HeS+.5*NaS-.5*EcS+.5*CcS-tmpxb+.5*u+u2 (290198 missing values generated) . . gen y3as=.5+.5*HeS+.5*NaS-.5*EcS-.5*CcS+tmpxb+u+u3 (290198 missing values generated) . . gen y4as=-.5+.5*HeS-.5*NaS-.5*EcS+.5*CcS-tmpxb+.5*u+u4 (290198 missing values generated) . . gen y5as=.5+.5*HeS-.5*NaS+.5*EcS-.5*CcS+tmpxb+u+u5 (290198 missing values generated) . . gen y6as=-.5-.5*HeS+.5*NaS-.5*EcS+.5*CcS-tmpxb+.5*u+u6 (290198 missing values generated) . . gen y7as=.5+.5*HeS+.5*NaS-.5*EcS-.5*CcS+tmpxb+u+u7 (290198 missing values generated) . . gen y8as=-.5+.5*HeS-.5*NaS-.5*EcS+.5*CcS-tmpxb+.5*u+u8 (290198 missing values generated) . . forvalues i=1(1)8 { 2. . gen y`i'a=y`i'as>0 3. . } . . . . . . . . . . . keep if _n<=50000 (275587 observations deleted) . estimates clear . mac def rhs "x1 x2 x3 x4" . mata ------------------------------------------------- mata (type end to exit) ----------------- : : ic="" : : xn="x1 x2 x3 x4" : yn="y1 y2 y3 y4" : bv=bvpmvp(yn,xn,ic,1,.0001,1) : 3499 bvpmvp() not found r(3499); : end ------------------------------------------------------------------------------------------- . . mata ------------------------------------------------- mata (type end to exit) ----------------- : xn="x1 x2 x3 x4" : yn="y1 y2 y3 y4 y5 y6 y7 y8" : bv=bvpmvp(yn,xn,ic,1,.0001,1) : 3499 bvpmvp() not found r(3499); : end ------------------------------------------------------------------------------------------- . . mac def rhs "x1 x2 x3 x4 x5 x6 x7 x8" . mata ------------------------------------------------- mata (type end to exit) ----------------- : xn="x1 x2 x3 x4 x5 x6 x7 x8" : yn="y1a y2a y3a y4a" : bv=bvpmvp(yn,xn,ic,1,.0001,1) : 3499 bvpmvp() not found r(3499); : end ------------------------------------------------------------------------------------------- . . mac def rhs "x1 x2 x3 x4 x5 x6 x7 x8" . mata ------------------------------------------------- mata (type end to exit) ----------------- : xn="x1 x2 x3 x4 x5 x6 x7 x8" : yn="y1a y2a y3a y4a y5a y6a y7a y8a" : bv=bvpmvp(yn,xn,ic,1,.0001,1) : 3499 bvpmvp() not found r(3499); : end ------------------------------------------------------------------------------------------- . end of do-file . help mvprobit . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . biprobit (RF=HeS NaS EcS CcS CA EL OD HHS MN)/* > */(SAs=HeS NaS EcS CcS CA EL OD HHS MN) note: CcS omitted because of collinearity note: CcS omitted because of collinearity Fitting comparison equation 1: Iteration 0: log likelihood = -3448.4116 Iteration 1: log likelihood = -3396.041 Iteration 2: log likelihood = -3396.0328 Iteration 3: log likelihood = -3396.0328 Fitting comparison equation 2: Iteration 0: log likelihood = -547.22102 Iteration 1: log likelihood = -405.38529 Iteration 2: log likelihood = -351.71522 Iteration 3: log likelihood = -345.25202 Iteration 4: log likelihood = -344.99234 Iteration 5: log likelihood = -344.94536 Iteration 6: log likelihood = -344.93561 Iteration 7: log likelihood = -344.93381 Iteration 8: log likelihood = -344.93346 Iteration 9: log likelihood = -344.93342 Iteration 10: log likelihood = -344.93341 Comparison: log likelihood = -3740.9662 Fitting full model: Iteration 0: log likelihood = -3740.9662 Iteration 1: log likelihood = -3692.45 Iteration 2: log likelihood = -3685.1208 Iteration 3: log likelihood = -3683.7928 Iteration 4: log likelihood = -3683.5774 Iteration 5: log likelihood = -3683.5419 (not concave) Iteration 6: log likelihood = -3683.5376 (not concave) Iteration 7: log likelihood = -3683.5353 (not concave) Iteration 8: log likelihood = -3683.5343 (not concave) Iteration 9: log likelihood = -3683.5339 (not concave) Iteration 10: log likelihood = -3683.5338 (not concave) Iteration 11: log likelihood = -3683.5338 (not concave) Iteration 12: log likelihood = -3683.5338 (not concave) Iteration 13: log likelihood = -3683.5338 (not concave) Iteration 14: log likelihood = -3683.5338 (not concave) Iteration 15: log likelihood = -3683.5338 (not concave) Iteration 16: log likelihood = -3683.5338 (not concave) Iteration 17: log likelihood = -3683.5338 (not concave) Iteration 18: log likelihood = -3683.5338 (not concave) Iteration 19: log likelihood = -3683.5338 (not concave) Iteration 20: log likelihood = -3683.5338 (not concave) Iteration 21: log likelihood = -3683.5338 (not concave) Iteration 22: log likelihood = -3683.5338 (not concave) Iteration 23: log likelihood = -3683.5338 (not concave) Iteration 24: log likelihood = -3683.5338 (not concave) Iteration 25: log likelihood = -3683.5338 (not concave) Iteration 26: log likelihood = -3683.5338 (not concave) Iteration 27: log likelihood = -3683.5338 (not concave) Iteration 28: log likelihood = -3683.5338 (not concave) Iteration 29: log likelihood = -3683.5338 (not concave) Iteration 30: log likelihood = -3683.5338 (not concave) Iteration 31: log likelihood = -3683.5338 (not concave) Iteration 32: log likelihood = -3683.5338 (not concave) Iteration 33: log likelihood = -3683.5338 (not concave) Iteration 34: log likelihood = -3683.5338 (not concave) Iteration 35: log likelihood = -3683.5338 (not concave) Iteration 36: log likelihood = -3683.5338 (not concave) Iteration 37: log likelihood = -3683.5338 (not concave) Iteration 38: log likelihood = -3683.5338 (not concave) Iteration 39: log likelihood = -3683.5338 (not concave) Iteration 40: log likelihood = -3683.5338 (not concave) Iteration 41: log likelihood = -3683.5338 (not concave) Iteration 42: log likelihood = -3683.5338 (not concave) Iteration 43: log likelihood = -3683.5338 (not concave) Iteration 44: log likelihood = -3683.5338 (not concave) Iteration 45: log likelihood = -3683.5338 (not concave) Iteration 46: log likelihood = -3683.5338 (not concave) Iteration 47: log likelihood = -3683.5338 (not concave) Iteration 48: log likelihood = -3683.5338 (not concave) Iteration 49: log likelihood = -3683.5338 (not concave) Iteration 50: log likelihood = -3683.5338 (not concave) Iteration 51: log likelihood = -3683.5338 (not concave) Iteration 52: log likelihood = -3683.5338 (not concave) Iteration 53: log likelihood = -3683.5338 (not concave) Iteration 54: log likelihood = -3683.5338 (not concave) Iteration 55: log likelihood = -3683.5338 (not concave) Iteration 56: log likelihood = -3683.5338 (not concave) Iteration 57: log likelihood = -3683.5338 (not concave) Iteration 58: log likelihood = -3683.5338 (not concave) Iteration 59: log likelihood = -3683.5338 (not concave) Iteration 60: log likelihood = -3683.5338 (not concave) Iteration 61: log likelihood = -3683.5338 (not concave) Iteration 62: log likelihood = -3683.5338 (not concave) Iteration 63: log likelihood = -3683.5338 (not concave) Iteration 64: log likelihood = -3683.5338 (not concave) Iteration 65: log likelihood = -3683.5338 (not concave) Iteration 66: log likelihood = -3683.5338 (not concave) Iteration 67: log likelihood = -3683.5338 (not concave) Iteration 68: log likelihood = -3683.5338 (not concave) Iteration 69: log likelihood = -3683.5338 (not concave) Iteration 70: log likelihood = -3683.5338 (not concave) Iteration 71: log likelihood = -3683.5338 (not concave) Iteration 72: log likelihood = -3683.5338 (not concave) Iteration 73: log likelihood = -3683.5338 (not concave) Iteration 74: log likelihood = -3683.5338 (not concave) Iteration 75: log likelihood = -3683.5338 (not concave) Iteration 76: log likelihood = -3683.5338 (not concave) Iteration 77: log likelihood = -3683.5338 (not concave) Iteration 78: log likelihood = -3683.5338 (not concave) Iteration 79: log likelihood = -3683.5338 (not concave) Iteration 80: log likelihood = -3683.5338 (not concave) Iteration 81: log likelihood = -3683.5338 (not concave) Iteration 82: log likelihood = -3683.5338 (not concave) Iteration 83: log likelihood = -3683.5338 (not concave) Iteration 84: log likelihood = -3683.5338 (not concave) Iteration 85: log likelihood = -3683.5338 (not concave) Iteration 86: log likelihood = -3683.5338 (not concave) Iteration 87: log likelihood = -3683.5338 (not concave) Iteration 88: log likelihood = -3683.5338 (not concave) Iteration 89: log likelihood = -3683.5338 (not concave) Iteration 90: log likelihood = -3683.5338 (not concave) Iteration 91: log likelihood = -3683.5338 (not concave) Iteration 92: log likelihood = -3683.5338 (not concave) Iteration 93: log likelihood = -3683.5338 (not concave) Iteration 94: log likelihood = -3683.5338 (not concave) Iteration 95: log likelihood = -3683.5338 (not concave) Iteration 96: log likelihood = -3683.5338 (not concave) Iteration 97: log likelihood = -3683.5338 (not concave) Iteration 98: log likelihood = -3683.5338 (not concave) Iteration 99: log likelihood = -3683.5338 (not concave) Iteration 100: log likelihood = -3683.5338 (not concave) Iteration 101: log likelihood = -3683.5338 (not concave) Iteration 102: log likelihood = -3683.5338 (not concave) Iteration 103: log likelihood = -3683.5338 (not concave) Iteration 104: log likelihood = -3683.5338 (not concave) Iteration 105: log likelihood = -3683.5338 (not concave) Iteration 106: log likelihood = -3683.5338 (not concave) Iteration 107: log likelihood = -3683.5338 (not concave) Iteration 108: log likelihood = -3683.5338 (not concave) Iteration 109: log likelihood = -3683.5338 (not concave) Iteration 110: log likelihood = -3683.5338 (not concave) Iteration 111: log likelihood = -3683.5338 (not concave) Iteration 112: log likelihood = -3683.5338 (not concave) Iteration 113: log likelihood = -3683.5338 (not concave) Iteration 114: log likelihood = -3683.5338 (not concave) Iteration 115: log likelihood = -3683.5338 (not concave) --Break-- r(1); end of do-file --Break-- r(1); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . save Article_5.dta, replace file Article_5.dta saved . log close name: log: D:\Essaie estimation stata\Article 5 base\Article_5.log log type: text closed on: 2 Sep 2019, 13:51:58 ------------------------------------------------------------------------------------------- ------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 5 base\Article_5.log log type: text opened on: 2 Sep 2019, 18:43:52 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit CSt i.CA i.EL i.OD i.HHS MN note: 3.EL != 0 predicts failure perfectly 3.EL dropped and 20 obs not used Iteration 0: log likelihood = -2468.6517 Iteration 1: log likelihood = -2277.6045 Iteration 2: log likelihood = -2275.5583 Iteration 3: log likelihood = -2275.5581 Probit regression Number of obs = 4969 LR chi2(7) = 386.19 Prob > chi2 = 0.0000 Log likelihood = -2275.5581 Pseudo R2 = 0.0782 ------------------------------------------------------------------------------ CSt | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .3920648 .0526191 7.45 0.000 .2889333 .4951963 105 | .2732372 .0585571 4.67 0.000 .1584673 .388007 | EL | 1 | -.5333306 .0511996 -10.42 0.000 -.6336799 -.4329813 2 | -.0559852 .0654869 -0.85 0.393 -.1843372 .0723667 3 | 0 (empty) | 1.OD | -.3300952 .0470645 -7.01 0.000 -.4223399 -.2378505 1.HHS | -.4133827 .0456806 -9.05 0.000 -.502915 -.3238504 MN | .1883393 .0214332 8.79 0.000 .1463311 .2303476 _cons | .8608447 .0541766 15.89 0.000 .7546604 .9670289 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . mvprobit (RF=HeS NaS EcS CcS CA EL OD HHS MN)/* > */(SAs=HeS NaS EcS CcS CA EL OD HHS MN)/* > */(BW=HeS NaS EcS CcS CA EL OD HHS MN)/* > */(RG=HeS NaS EcS CcS CA EL OD HHS MN)/* > */(LS=HeS NaS EcS CcS CA EL OD HHS MN)/* > */(NS=HeS NaS EcS CcS CA EL OD HHS MN) note: EcS dropped because of collinearity note: EcS dropped because of collinearity note: EcS dropped because of collinearity note: EcS dropped because of collinearity note: EcS dropped because of collinearity note: EcS dropped because of collinearity Iteration 0: log likelihood = -10081.315 Warning: cannot do Cholesky factorization of rho matrix Warning: cannot do Cholesky factorization of rho matrix Warning: cannot do Cholesky factorization of rho matrix Warning: cannot do Cholesky factorization of rho matrix Warning: cannot do Cholesky factorization of rho matrix --Break-- r(1); end of do-file --Break-- r(1); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit CSt i.CA i.EL i.OD i.HHS MN note: 3.EL != 0 predicts failure perfectly 3.EL dropped and 20 obs not used Iteration 0: log likelihood = -2468.6517 Iteration 1: log likelihood = -2277.6045 Iteration 2: log likelihood = -2275.5583 Iteration 3: log likelihood = -2275.5581 Probit regression Number of obs = 4969 LR chi2(7) = 386.19 Prob > chi2 = 0.0000 Log likelihood = -2275.5581 Pseudo R2 = 0.0782 ------------------------------------------------------------------------------ CSt | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- CA | 55 | .3920648 .0526191 7.45 0.000 .2889333 .4951963 105 | .2732372 .0585571 4.67 0.000 .1584673 .388007 | EL | 1 | -.5333306 .0511996 -10.42 0.000 -.6336799 -.4329813 2 | -.0559852 .0654869 -0.85 0.393 -.1843372 .0723667 3 | 0 (empty) | 1.OD | -.3300952 .0470645 -7.01 0.000 -.4223399 -.2378505 1.HHS | -.4133827 .0456806 -9.05 0.000 -.502915 -.3238504 MN | .1883393 .0214332 8.79 0.000 .1463311 .2303476 _cons | .8608447 .0541766 15.89 0.000 .7546604 .9670289 ------------------------------------------------------------------------------ . end of do-file . help mvprobit . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . mvprobit (RF=HeS NaS EcS CcS CA EL OD HHS MN)/* > */(SAs=HeS NaS EcS CcS CA EL OD HHS MN)/* > */(BW=HeS NaS EcS CcS CA EL OD HHS MN)/* > */(RG=HeS NaS EcS CcS CA EL OD HHS MN)/* > */(LS=HeS NaS EcS CcS CA EL OD HHS MN)/* > */(NS=HeS NaS EcS CcS CA EL OD HHS MN), dr(15) nolog note: EcS dropped because of collinearity note: EcS dropped because of collinearity note: EcS dropped because of collinearity note: EcS dropped because of collinearity note: EcS dropped because of collinearity note: EcS dropped because of collinearity --Break-- r(1); end of do-file --Break-- r(1); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . drop CcS . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen CcS=0 if q331_txt=="1" (49756 missing values generated) . replace CcS=0 if q331_txt=="2" (557 real changes made) . replace CcS=0 if q331_txt=="3" (0 real changes made) . replace CcS=0 if q331_txt=="4" (315 real changes made) . replace CcS=0 if q331_txt=="5" (170 real changes made) . replace CcS=1 if q331_txt=="6" (0 real changes made) . replace CcS=0 if q331_txt=="7" (221 real changes made) . replace CcS=0 if q331_txt=="8" (0 real changes made) . replace CcS=1 if q331_txt=="9" (102 real changes made) . replace CcS=1 if q331_txt=="10" (29 real changes made) . replace CcS=1 if q331_txt=="11" (0 real changes made) . replace CcS=1 if q331_txt=="12" (19 real changes made) . replace CcS=0 if q331_txt=="13" (55 real changes made) . replace CcS=0 if q331_txt=="14" (275 real changes made) . replace CcS=0 if q331_txt=="15" (237 real changes made) . replace CcS=0 if q331_txt=="16" (90 real changes made) . replace CcS=0 if q331_txt=="17" (0 real changes made) . replace CcS=0 if q331_txt=="18" (474 real changes made) . replace CcS=0 if q331_txt=="19" (1 real change made) . replace CcS=0 if q331_txt=="20" (90 real changes made) . replace CcS=0 if q331_txt=="21" (1339 real changes made) . replace CcS=0 if q331_txt=="22" (205 real changes made) . replace CcS=0 if q331_txt=="23" (496 real changes made) . replace CcS=0 if q331_txt=="24" (0 real changes made) . replace CcS=1 if q331_txt=="25" (45 real changes made) . replace CcS=0 if q331_txt=="26" (408 real changes made) . replace CcS=. if q331_txt=="." (0 real changes made) . tab CcS CcS | Freq. Percent Cum. ------------+----------------------------------- 0 | 5,177 96.37 96.37 1 | 195 3.63 100.00 ------------+----------------------------------- Total | 5,372 100.00 . label variable CcS "Houseolds faced Crime/conflit related shocks" . . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . drop EcS . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen EcS=0 if q331_txt=="1" (49756 missing values generated) . replace EcS=0 if q331_txt=="2" (557 real changes made) . replace EcS=1 if q331_txt=="3" (0 real changes made) . replace EcS=0 if q331_txt=="4" (315 real changes made) . replace EcS=0 if q331_txt=="5" (170 real changes made) . replace EcS=0 if q331_txt=="6" (0 real changes made) . replace EcS=0 if q331_txt=="7" (221 real changes made) . replace EcS=0 if q331_txt=="8" (0 real changes made) . replace EcS=0 if q331_txt=="9" (102 real changes made) . replace EcS=0 if q331_txt=="10" (29 real changes made) . replace EcS=0 if q331_txt=="11" (0 real changes made) . replace EcS=0 if q331_txt=="12" (19 real changes made) . replace EcS=0 if q331_txt=="13" (55 real changes made) . replace EcS=1 if q331_txt=="14" (275 real changes made) . replace EcS=1 if q331_txt=="15" (237 real changes made) . replace EcS=1 if q331_txt=="16" (90 real changes made) . replace EcS=1 if q331_txt=="17" (0 real changes made) . replace EcS=0 if q331_txt=="18" (474 real changes made) . replace EcS=1 if q331_txt=="19" (1 real change made) . replace EcS=1 if q331_txt=="20" (90 real changes made) . replace EcS=0 if q331_txt=="21" (1339 real changes made) . replace EcS=0 if q331_txt=="22" (205 real changes made) . replace EcS=0 if q331_txt=="23" (496 real changes made) . replace EcS=1 if q331_txt=="24" (0 real changes made) . replace EcS=0 if q331_txt=="25" (45 real changes made) . replace EcS=0 if q331_txt=="26" (408 real changes made) . replace EcS=. if q331_txt=="." (0 real changes made) . tab EcS EcS | Freq. Percent Cum. ------------+----------------------------------- 0 | 4,679 87.10 87.10 1 | 693 12.90 100.00 ------------+----------------------------------- Total | 5,372 100.00 . label variable EcS "Houseolds faced Economic shocks" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . mvprobit (RF=HeS NaS EcS CcS CA EL OD HHS MN)/* > */(SAs=HeS NaS EcS CcS CA EL OD HHS MN)/* > */(BW=HeS NaS EcS CcS CA EL OD HHS MN)/* > */(RG=HeS NaS EcS CcS CA EL OD HHS MN)/* > */(LS=HeS NaS EcS CcS CA EL OD HHS MN)/* > */(NS=HeS NaS EcS CcS CA EL OD HHS MN), dr(15) nolog note: EcS dropped because of collinearity note: EcS dropped because of collinearity note: EcS dropped because of collinearity note: EcS dropped because of collinearity note: EcS dropped because of collinearity note: EcS dropped because of collinearity could not calculate numerical derivatives flat or discontinuous region encountered r(430); end of do-file r(430); . exit, clear ------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 5 base\Article_5.log log type: text opened on: 3 Sep 2019, 09:38:23 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . mprobit HSt Shocks i.CA i.EL i.OD i.HHS MN, nolog base(0) variable HSt not found r(111); end of do-file r(111); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen HSt=0 if NS==1 (48939 missing values generated) . replace HSt=1 if SAs==1 (157 real changes made) . replace HSt=2 if BW==1 (436 real changes made) . replace HSt=3 if RG==1 (1076 real changes made) . replace HSt=4 if LS==1 (203 real changes made) . replace HSt=5 if RF==1 (2439 real changes made) . tab HSt HSt | Freq. Percent Cum. ------------+----------------------------------- 0 | 1,061 19.75 19.75 1 | 157 2.92 22.67 2 | 436 8.12 30.79 3 | 1,076 20.03 50.82 4 | 203 3.78 54.60 5 | 2,439 45.40 100.00 ------------+----------------------------------- Total | 5,372 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . mprobit HSt Shocks i.CA i.EL i.OD i.HHS MN, nolog base(0) variable Shocks not found r(111); end of do-file r(111); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen Shocks=1 if HeS==1 (47242 missing values generated) . replace Shocks=2 if NaS==1 (1726 real changes made) . replace Shocks=3 if EcS==1 (693 real changes made) . replace Shocks=4 if CcS==1 (195 real changes made) . tab Shocks Shocks | Freq. Percent Cum. ------------+----------------------------------- 1 | 2,758 51.34 51.34 2 | 1,726 32.13 83.47 3 | 693 12.90 96.37 4 | 195 3.63 100.00 ------------+----------------------------------- Total | 5,372 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . mprobit HSt Shocks i.CA i.EL i.OD i.HHS MN, nolog base(0) ------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 5 base\Article_5.log log type: text opened on: 3 Sep 2019, 11:53:47 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . tab Shocks HSt, row column chi2 all variable Shocks not found r(111); end of do-file r(111); . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . gen Shocks=1 if HeS==1 (47242 missing values generated) . replace Shocks=2 if NaS==1 (1726 real changes made) . replace Shocks=3 if EcS==1 (693 real changes made) . replace Shocks=4 if CcS==1 (195 real changes made) . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . gen HSt=0 if NS==1 (48939 missing values generated) . replace HSt=1 if SAs==1 (157 real changes made) . replace HSt=2 if BW==1 (436 real changes made) . replace HSt=3 if RG==1 (1076 real changes made) . replace HSt=4 if LS==1 (203 real changes made) . replace HSt=5 if RF==1 (2439 real changes made) . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . tab Shocks HSt, row column chi2 all +-------------------+ | Key | |-------------------| | frequency | | row percentage | | column percentage | +-------------------+ | HSt Shocks | 0 1 2 3 4 5 | Total -----------+------------------------------------------------------------------+---------- 1 | 514 90 242 568 105 1,239 | 2,758 | 18.64 3.26 8.77 20.59 3.81 44.92 | 100.00 | 48.44 57.32 55.50 52.79 51.72 50.80 | 51.34 -----------+------------------------------------------------------------------+---------- 2 | 302 67 169 315 45 828 | 1,726 | 17.50 3.88 9.79 18.25 2.61 47.97 | 100.00 | 28.46 42.68 38.76 29.28 22.17 33.95 | 32.13 -----------+------------------------------------------------------------------+---------- 3 | 245 0 25 91 17 315 | 693 | 35.35 0.00 3.61 13.13 2.45 45.45 | 100.00 | 23.09 0.00 5.73 8.46 8.37 12.92 | 12.90 -----------+------------------------------------------------------------------+---------- 4 | 0 0 0 102 36 57 | 195 | 0.00 0.00 0.00 52.31 18.46 29.23 | 100.00 | 0.00 0.00 0.00 9.48 17.73 2.34 | 3.63 -----------+------------------------------------------------------------------+---------- Total | 1,061 157 436 1,076 203 2,439 | 5,372 | 19.75 2.92 8.12 20.03 3.78 45.40 | 100.00 | 100.00 100.00 100.00 100.00 100.00 100.00 | 100.00 Pearson chi2(15) = 458.9038 Pr = 0.000 likelihood-ratio chi2(15) = 446.0652 Pr = 0.000 Cramér's V = 0.1687 gamma = -0.0137 ASE = 0.018 Kendall's tau-b = -0.0090 ASE = 0.012 . catplot bar HSt Shocks, blabel(bar) variable bar not found r(111); end of do-file r(111); . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . catplot HSt Shocks, blabel(bar) . end of do-file . graph save Graph "D:\These doctorale relance\First article\Article 5\Graph 1.gph" (file D:\These doctorale relance\First article\Article 5\Graph 1.gph saved) . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . tab CSt Shocks row column chi2 all variable row not found r(111); end of do-file r(111); . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . tab CSt Shocks column chi2 all variable column not found r(111); end of do-file r(111); . do "C:\Users\HP250~1\AppData\Local\Temp\STD01000000.tmp" . tab CSt Household | adopt | coping | strategy | Freq. Percent Cum. ------------+----------------------------------- 0 | 1,061 19.75 19.75 1 | 4,311 80.25 100.00 ------------+----------------------------------- Total | 5,372 100.00 . end of do-file . exit, clear --Break-- r(1); end of do-file --Break-- r(1); . mchange, amount(sd) brief width(8) no regression estimates are in memory . . listcoef Shocks i.CA i.EL i.OD i.HHS MN, help listcoef must be run after a model is estimated . exit, clear ------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 5 base\Article_5.log log type: text opened on: 4 Sep 2019, 10:21:13 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab q331 premier choc | Freq. Percent Cum. ----------------------------------------+----------------------------------- manque de pluies/pluies irrégulières | 2,609 6.66 6.66 pluies tardives | 1,483 3.79 10.45 semis tardifs | 90 0.23 10.68 sécheresse | 1,303 3.33 14.00 inondations/fortes pluies/vents violent | 1,305 3.33 17.34 dégâts de cultures par les exploitants | 450 1.15 18.49 maladies des cultures | 1,131 2.89 21.37 maladie du bétail (épizooties) | 89 0.23 21.60 destruction de cultures par les animaux | 1,079 2.76 24.36 pillage de récoltes/vol de bétail | 585 1.49 25.85 déplacement forcé des populations | 179 0.46 26.31 destruction/pillage de biens matériels | 534 1.36 27.67 plantations occupées | 405 1.03 28.70 manque d'opportunités économiques | 2,165 5.53 34.23 séparation des membres du ménage | 1,034 2.64 36.87 perte d'emploi par un membre du ménage | 315 0.80 37.68 marchés non fonctionnels | 90 0.23 37.91 mort d'un ou plusieurs membres du ménag | 3,773 9.63 47.54 baisse considérable des prix des cultur | 181 0.46 48.00 faible disponibilité d'aliments sur le | 135 0.34 48.35 maladie grave d'un ou plusieurs membres | 7,466 19.06 67.41 décès d'un actif du ménage | 1,883 4.81 72.22 décès d'un membre du ménage/parents | 5,719 14.60 86.82 manque de semences et/ou intrants | 585 1.49 88.31 feux de brousse | 1,347 3.44 91.75 autre, préciser | 3,230 8.25 100.00 ----------------------------------------+----------------------------------- Total | 39,165 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tostring q331, gen(q331_txt) q331_txt generated as str2 . tab q331_txt premier | choc | Freq. Percent Cum. ------------+----------------------------------- . | 286,422 87.97 87.97 1 | 2,609 0.80 88.77 10 | 585 0.18 88.95 11 | 179 0.05 89.01 12 | 534 0.16 89.17 13 | 405 0.12 89.30 14 | 2,165 0.66 89.96 15 | 1,034 0.32 90.28 16 | 315 0.10 90.37 17 | 90 0.03 90.40 18 | 3,773 1.16 91.56 19 | 181 0.06 91.62 2 | 1,483 0.46 92.07 20 | 135 0.04 92.11 21 | 7,466 2.29 94.41 22 | 1,883 0.58 94.99 23 | 5,719 1.76 96.74 24 | 585 0.18 96.92 25 | 1,347 0.41 97.33 26 | 3,230 0.99 98.33 3 | 90 0.03 98.35 4 | 1,303 0.40 98.75 5 | 1,305 0.40 99.16 6 | 450 0.14 99.29 7 | 1,131 0.35 99.64 8 | 89 0.03 99.67 9 | 1,079 0.33 100.00 ------------+----------------------------------- Total | 325,587 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab q331d qu'est-ce que votre ménage a fait pour | compenser les effets du 1er choc | (stratég | Freq. Percent Cum. ----------------------------------------+----------------------------------- consommer des aliments moins préférés c | 3,195 8.16 8.16 dépendre de l'aide alimentaire des pare | 2,612 6.67 14.83 acheter des aliments à crédit | 1,752 4.47 19.30 dépendre de l'aide alimentaire extérieu | 1,395 3.56 22.86 consommer des aliments sauvages ou cult | 135 0.34 23.21 consommer des aliments culturellement n | 223 0.57 23.78 diminuer la quantité consommée au cours | 2,834 7.24 31.01 consommer les semences | 942 2.41 33.42 aller mendier | 133 0.34 33.76 envoyer les enfants du ménage pour mang | 225 0.57 34.33 réduire les quantités consommées par le | 1,120 2.86 37.19 réduire le nombre de repas/jour (sauter | 1,845 4.71 41.90 passer des journées sans manger | 360 0.92 42.82 consommer des récoltes précoces | 359 0.92 43.74 travailler contre de la nourriture | 315 0.80 44.54 dépendre de l'aide alimentaire | 450 1.15 45.69 vente de biens non-productifs | 180 0.46 46.15 vente de biens productifs | 761 1.94 48.09 emprunt auprès d'amis ou de la famille | 1,349 3.44 51.54 emprunt auprès de prêteurs sur gages | 90 0.23 51.77 migration inhabituelle courte (<6 mois) | 135 0.34 52.11 migration définitive | 270 0.69 52.80 vente d'animaux (déstockage) | 135 0.34 53.15 vente d'animaux reproducteurs | 90 0.23 53.38 solidarité | 4,094 10.45 63.83 travail des enfants | 226 0.58 64.41 sexe de survie | 93 0.24 64.64 aucune stratégie mise en œuvre | 13,847 35.36 100.00 ----------------------------------------+----------------------------------- Total | 39,165 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen RF=1 if q331d_=="1" (322392 missing values generated) . replace RF=0 if q331d_=="2" (2612 real changes made) . replace RF=0 if q331d_=="3" (1752 real changes made) . replace RF=0 if q331d_=="4" (1395 real changes made) . replace RF=1 if q331d_=="5" (135 real changes made) . replace RF=1 if q331d_=="6" (223 real changes made) . replace RF=1 if q331d_=="7" (2834 real changes made) . replace RF=1 if q331d_=="8" (942 real changes made) . replace RF=0 if q331d_=="9" (133 real changes made) . replace RF=0 if q331d_=="10" (225 real changes made) . replace RF=1 if q331d_=="11" (1120 real changes made) . replace RF=1 if q331d_=="12" (1845 real changes made) . replace RF=1 if q331d_=="13" (360 real changes made) . replace RF=1 if q331d_=="14" (359 real changes made) . replace RF=0 if q331d_=="15" (315 real changes made) . replace RF=0 if q331d_=="16" (450 real changes made) . replace RF=0 if q331d_=="17" (180 real changes made) . replace RF=0 if q331d_=="18" (761 real changes made) . replace RF=0 if q331d_=="19" (1349 real changes made) . replace RF=0 if q331d_=="20" (90 real changes made) . replace RF=0 if q331d_=="21" (135 real changes made) . replace RF=0 if q331d_=="23" (270 real changes made) . replace RF=0 if q331d_=="24" (135 real changes made) . replace RF=0 if q331d_=="25" (90 real changes made) . replace RF=0 if q331d_=="26" (4094 real changes made) . replace RF=0 if q331d_=="27" (226 real changes made) . replace RF=0 if q331d_=="28" (93 real changes made) . replace RF=0 if q331d_=="29" (13847 real changes made) . replace RF=. if q331d_=="." (0 real changes made) . tab RF RF | Freq. Percent Cum. ------------+----------------------------------- 0 | 28,152 71.88 71.88 1 | 11,013 28.12 100.00 ------------+----------------------------------- Total | 39,165 100.00 . label variable RF "Reducing food consumption" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen SAs=0 if q331d_=="1" (322392 missing values generated) . replace SAs=0 if q331d_=="2" (2612 real changes made) . replace SAs=0 if q331d_=="3" (1752 real changes made) . replace SAs=0 if q331d_=="4" (1395 real changes made) . replace SAs=0 if q331d_=="5" (135 real changes made) . replace SAs=0 if q331d_=="6" (223 real changes made) . replace SAs=0 if q331d_=="7" (2834 real changes made) . replace SAs=0 if q331d_=="8" (942 real changes made) . replace SAs=0 if q331d_=="9" (133 real changes made) . replace SAs=0 if q331d_=="10" (225 real changes made) . replace SAs=0 if q331d_=="11" (1120 real changes made) . replace SAs=0 if q331d_=="12" (1845 real changes made) . replace SAs=0 if q331d_=="13" (360 real changes made) . replace SAs=0 if q331d_=="14" (359 real changes made) . replace SAs=0 if q331d_=="15" (315 real changes made) . replace SAs=0 if q331d_=="16" (450 real changes made) . replace SAs=1 if q331d_=="17" (180 real changes made) . replace SAs=1 if q331d_=="18" (761 real changes made) . replace SAs=0 if q331d_=="19" (1349 real changes made) . replace SAs=0 if q331d_=="20" (90 real changes made) . replace SAs=0 if q331d_=="21" (135 real changes made) . replace SAs=0 if q331d_=="23" (270 real changes made) . replace SAs=1 if q331d_=="24" (135 real changes made) . replace SAs=1 if q331d_=="25" (90 real changes made) . replace SAs=0 if q331d_=="26" (4094 real changes made) . replace SAs=0 if q331d_=="27" (226 real changes made) . replace SAs=0 if q331d_=="28" (93 real changes made) . replace SAs=0 if q331d_=="29" (13847 real changes made) . replace SAs=. if q331d_=="." (0 real changes made) . tab SAs SAs | Freq. Percent Cum. ------------+----------------------------------- 0 | 37,999 97.02 97.02 1 | 1,166 2.98 100.00 ------------+----------------------------------- Total | 39,165 100.00 . label variable SAs "Selling assts strategy" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen BW=0 if q331d_=="1" (322392 missing values generated) . replace BW=0 if q331d_=="2" (2612 real changes made) . replace BW=1 if q331d_=="3" (1752 real changes made) . replace BW=0 if q331d_=="4" (1395 real changes made) . replace BW=0 if q331d_=="5" (135 real changes made) . replace BW=0 if q331d_=="6" (223 real changes made) . replace BW=0 if q331d_=="7" (2834 real changes made) . replace BW=0 if q331d_=="8" (942 real changes made) . replace BW=0 if q331d_=="9" (133 real changes made) . replace BW=0 if q331d_=="10" (225 real changes made) . replace BW=0 if q331d_=="11" (1120 real changes made) . replace BW=0 if q331d_=="12" (1845 real changes made) . replace BW=0 if q331d_=="13" (360 real changes made) . replace BW=0 if q331d_=="14" (359 real changes made) . replace BW=0 if q331d_=="15" (315 real changes made) . replace BW=0 if q331d_=="16" (450 real changes made) . replace BW=0 if q331d_=="17" (180 real changes made) . replace BW=0 if q331d_=="18" (761 real changes made) . replace BW=1 if q331d_=="19" (1349 real changes made) . replace BW=1 if q331d_=="20" (90 real changes made) . replace BW=0 if q331d_=="21" (135 real changes made) . replace BW=0 if q331d_=="23" (270 real changes made) . replace BW=0 if q331d_=="24" (135 real changes made) . replace BW=0 if q331d_=="25" (90 real changes made) . replace BW=0 if q331d_=="26" (4094 real changes made) . replace BW=0 if q331d_=="27" (226 real changes made) . replace BW=0 if q331d_=="28" (93 real changes made) . replace BW=0 if q331d_=="29" (13847 real changes made) . replace BW=. if q331d_=="." (0 real changes made) . tab BW BW | Freq. Percent Cum. ------------+----------------------------------- 0 | 35,974 91.85 91.85 1 | 3,191 8.15 100.00 ------------+----------------------------------- Total | 39,165 100.00 . label variable BW "Borrowing strategy" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen RG=0 if q331d_=="1" (322392 missing values generated) . replace RG=1 if q331d_=="2" (2612 real changes made) . replace RG=0 if q331d_=="3" (1752 real changes made) . replace RG=1 if q331d_=="4" (1395 real changes made) . replace RG=0 if q331d_=="5" (135 real changes made) . replace RG=0 if q331d_=="6" (223 real changes made) . replace RG=0 if q331d_=="7" (2834 real changes made) . replace RG=0 if q331d_=="8" (942 real changes made) . replace RG=1 if q331d_=="9" (133 real changes made) . replace RG=1 if q331d_=="10" (225 real changes made) . replace RG=0 if q331d_=="11" (1120 real changes made) . replace RG=0 if q331d_=="12" (1845 real changes made) . replace RG=0 if q331d_=="13" (360 real changes made) . replace RG=0 if q331d_=="14" (359 real changes made) . replace RG=0 if q331d_=="15" (315 real changes made) . replace RG=1 if q331d_=="16" (450 real changes made) . replace RG=0 if q331d_=="17" (180 real changes made) . replace RG=0 if q331d_=="18" (761 real changes made) . replace RG=0 if q331d_=="19" (1349 real changes made) . replace RG=0 if q331d_=="20" (90 real changes made) . replace RG=0 if q331d_=="21" (135 real changes made) . replace RG=0 if q331d_=="23" (270 real changes made) . replace RG=0 if q331d_=="24" (135 real changes made) . replace RG=0 if q331d_=="25" (90 real changes made) . replace RG=1 if q331d_=="26" (4094 real changes made) . replace RG=0 if q331d_=="27" (226 real changes made) . replace RG=0 if q331d_=="28" (93 real changes made) . replace RG=0 if q331d_=="29" (13847 real changes made) . replace RG=. if q331d_=="." (0 real changes made) . tab RG RG | Freq. Percent Cum. ------------+----------------------------------- 0 | 30,256 77.25 77.25 1 | 8,909 22.75 100.00 ------------+----------------------------------- Total | 39,165 100.00 . label variable RG "Receiving gifts strategy" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen LS=0 if q331d_=="1" (322392 missing values generated) . replace LS=0 if q331d_=="2" (2612 real changes made) . replace LS=0 if q331d_=="3" (1752 real changes made) . replace LS=0 if q331d_=="4" (1395 real changes made) . replace LS=0 if q331d_=="5" (135 real changes made) . replace LS=0 if q331d_=="6" (223 real changes made) . replace LS=0 if q331d_=="7" (2834 real changes made) . replace LS=0 if q331d_=="8" (942 real changes made) . replace LS=0 if q331d_=="9" (133 real changes made) . replace LS=0 if q331d_=="10" (225 real changes made) . replace LS=0 if q331d_=="11" (1120 real changes made) . replace LS=0 if q331d_=="12" (1845 real changes made) . replace LS=0 if q331d_=="13" (360 real changes made) . replace LS=0 if q331d_=="14" (359 real changes made) . replace LS=1 if q331d_=="15" (315 real changes made) . replace LS=0 if q331d_=="16" (450 real changes made) . replace LS=0 if q331d_=="17" (180 real changes made) . replace LS=0 if q331d_=="18" (761 real changes made) . replace LS=0 if q331d_=="19" (1349 real changes made) . replace LS=0 if q331d_=="20" (90 real changes made) . replace LS=1 if q331d_=="21" (135 real changes made) . replace LS=1 if q331d_=="23" (270 real changes made) . replace LS=0 if q331d_=="24" (135 real changes made) . replace LS=0 if q331d_=="25" (90 real changes made) . replace LS=0 if q331d_=="26" (4094 real changes made) . replace LS=1 if q331d_=="27" (226 real changes made) . replace LS=1 if q331d_=="28" (93 real changes made) . replace LS=0 if q331d_=="29" (13847 real changes made) . replace LS=. if q331d_=="." (0 real changes made) . tab LS LS | Freq. Percent Cum. ------------+----------------------------------- 0 | 38,126 97.35 97.35 1 | 1,039 2.65 100.00 ------------+----------------------------------- Total | 39,165 100.00 . label variable LS "Labor supply strategy" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen NS=0 if q331d_=="1" (322392 missing values generated) . replace NS=0 if q331d_=="2" (2612 real changes made) . replace NS=0 if q331d_=="3" (1752 real changes made) . replace NS=0 if q331d_=="4" (1395 real changes made) . replace NS=0 if q331d_=="5" (135 real changes made) . replace NS=0 if q331d_=="6" (223 real changes made) . replace NS=0 if q331d_=="7" (2834 real changes made) . replace NS=0 if q331d_=="8" (942 real changes made) . replace NS=0 if q331d_=="9" (133 real changes made) . replace NS=0 if q331d_=="10" (225 real changes made) . replace NS=0 if q331d_=="11" (1120 real changes made) . replace NS=0 if q331d_=="12" (1845 real changes made) . replace NS=0 if q331d_=="13" (360 real changes made) . replace NS=0 if q331d_=="14" (359 real changes made) . replace NS=0 if q331d_=="15" (315 real changes made) . replace NS=0 if q331d_=="16" (450 real changes made) . replace NS=0 if q331d_=="17" (180 real changes made) . replace NS=0 if q331d_=="18" (761 real changes made) . replace NS=0 if q331d_=="19" (1349 real changes made) . replace NS=0 if q331d_=="20" (90 real changes made) . replace NS=0 if q331d_=="21" (135 real changes made) . replace NS=0 if q331d_=="23" (270 real changes made) . replace NS=0 if q331d_=="24" (135 real changes made) . replace NS=0 if q331d_=="25" (90 real changes made) . replace NS=0 if q331d_=="26" (4094 real changes made) . replace NS=0 if q331d_=="27" (226 real changes made) . replace NS=0 if q331d_=="28" (93 real changes made) . replace NS=1 if q331d_=="29" (13847 real changes made) . replace NS=. if q331d_=="." (0 real changes made) . tab NS NS | Freq. Percent Cum. ------------+----------------------------------- 0 | 25,318 64.64 64.64 1 | 13,847 35.36 100.00 ------------+----------------------------------- Total | 39,165 100.00 . label variable NS "None strategy" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen HSt=0 if NS==1 (311740 missing values generated) . replace HSt=1 if SAs==1 (1166 real changes made) . replace HSt=2 if BW==1 (3191 real changes made) . replace HSt=3 if RG==1 (8909 real changes made) . replace HSt=4 if LS==1 (1039 real changes made) . replace HSt=5 if RF==1 (11013 real changes made) . tab HSt HSt | Freq. Percent Cum. ------------+----------------------------------- 0 | 13,847 35.36 35.36 1 | 1,166 2.98 38.33 2 | 3,191 8.15 46.48 3 | 8,909 22.75 69.23 4 | 1,039 2.65 71.88 5 | 11,013 28.12 100.00 ------------+----------------------------------- Total | 39,165 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . label variable HSt "Households coping strategy" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen CSt=1 if q331d_=="1" (322392 missing values generated) . replace CSt=1 if q331d_=="2" (2612 real changes made) . replace CSt=1 if q331d_=="3" (1752 real changes made) . replace CSt=1 if q331d_=="4" (1395 real changes made) . replace CSt=1 if q331d_=="5" (135 real changes made) . replace CSt=1 if q331d_=="6" (223 real changes made) . replace CSt=1 if q331d_=="7" (2834 real changes made) . replace CSt=1 if q331d_=="8" (942 real changes made) . replace CSt=1 if q331d_=="9" (133 real changes made) . replace CSt=1 if q331d_=="10" (225 real changes made) . replace CSt=1 if q331d_=="11" (1120 real changes made) . replace CSt=1 if q331d_=="12" (1845 real changes made) . replace CSt=1 if q331d_=="13" (360 real changes made) . replace CSt=1 if q331d_=="14" (359 real changes made) . replace CSt=1 if q331d_=="15" (315 real changes made) . replace CSt=1 if q331d_=="16" (450 real changes made) . replace CSt=1 if q331d_=="17" (180 real changes made) . replace CSt=1 if q331d_=="18" (761 real changes made) . replace CSt=1 if q331d_=="19" (1349 real changes made) . replace CSt=1 if q331d_=="20" (90 real changes made) . replace CSt=1 if q331d_=="21" (135 real changes made) . replace CSt=1 if q331d_=="23" (270 real changes made) . replace CSt=1 if q331d_=="24" (135 real changes made) . replace CSt=1 if q331d_=="25" (90 real changes made) . replace CSt=1 if q331d_=="26" (4094 real changes made) . replace CSt=1 if q331d_=="27" (226 real changes made) . replace CSt=1 if q331d_=="28" (93 real changes made) . replace CSt=0 if q331d_=="29" (13847 real changes made) . replace CSt=. if q331d_=="." (0 real changes made) . tab CSt CSt | Freq. Percent Cum. ------------+----------------------------------- 0 | 13,847 35.36 35.36 1 | 25,318 64.64 100.00 ------------+----------------------------------- Total | 39,165 100.00 . label variable CSt "Household adopt coping strategy" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen HeS=1 if q331_txt=="1" (322978 missing values generated) . replace HeS=0 if q331_txt=="2" (1483 real changes made) . replace HeS=0 if q331_txt=="3" (90 real changes made) . replace HeS=0 if q331_txt=="4" (1303 real changes made) . replace HeS=0 if q331_txt=="5" (1305 real changes made) . replace HeS=0 if q331_txt=="6" (450 real changes made) . replace HeS=0 if q331_txt=="7" (1131 real changes made) . replace HeS=1 if q331_txt=="8" (89 real changes made) . replace HeS=0 if q331_txt=="9" (1079 real changes made) . replace HeS=0 if q331_txt=="10" (585 real changes made) . replace HeS=0 if q331_txt=="11" (179 real changes made) . replace HeS=0 if q331_txt=="12" (534 real changes made) . replace HeS=0 if q331_txt=="13" (405 real changes made) . replace HeS=0 if q331_txt=="14" (2165 real changes made) . replace HeS=0 if q331_txt=="15" (1034 real changes made) . replace HeS=0 if q331_txt=="16" (315 real changes made) . replace HeS=0 if q331_txt=="17" (90 real changes made) . replace HeS=1 if q331_txt=="18" (3773 real changes made) . replace HeS=0 if q331_txt=="19" (181 real changes made) . replace HeS=0 if q331_txt=="20" (135 real changes made) . replace HeS=1 if q331_txt=="21" (7466 real changes made) . replace HeS=1 if q331_txt=="22" (1883 real changes made) . replace HeS=1 if q331_txt=="23" (5719 real changes made) . replace HeS=0 if q331_txt=="24" (585 real changes made) . replace HeS=0 if q331_txt=="25" (1347 real changes made) . replace HeS=0 if q331_txt=="26" (3230 real changes made) . replace HeS=. if q331_txt=="." (0 real changes made) . tab HeS HeS | Freq. Percent Cum. ------------+----------------------------------- 0 | 17,626 45.00 45.00 1 | 21,539 55.00 100.00 ------------+----------------------------------- Total | 39,165 100.00 . label variable HeS "Houseolds faced Health shocks" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen NaS=0 if q331_txt=="1" (322978 missing values generated) . replace NaS=1 if q331_txt=="2" (1483 real changes made) . replace NaS=0 if q331_txt=="3" (90 real changes made) . replace NaS=1 if q331_txt=="4" (1303 real changes made) . replace NaS=1 if q331_txt=="5" (1305 real changes made) . replace NaS=0 if q331_txt=="6" (450 real changes made) . replace NaS=1 if q331_txt=="7" (1131 real changes made) . replace NaS=0 if q331_txt=="8" (89 real changes made) . replace NaS=0 if q331_txt=="9" (1079 real changes made) . replace NaS=0 if q331_txt=="10" (585 real changes made) . replace NaS=0 if q331_txt=="11" (179 real changes made) . replace NaS=0 if q331_txt=="12" (534 real changes made) . replace NaS=1 if q331_txt=="13" (405 real changes made) . replace NaS=0 if q331_txt=="14" (2165 real changes made) . replace NaS=0 if q331_txt=="15" (1034 real changes made) . replace NaS=0 if q331_txt=="16" (315 real changes made) . replace NaS=0 if q331_txt=="17" (90 real changes made) . replace NaS=0 if q331_txt=="18" (3773 real changes made) . replace NaS=0 if q331_txt=="19" (181 real changes made) . replace NaS=0 if q331_txt=="20" (135 real changes made) . replace NaS=0 if q331_txt=="21" (7466 real changes made) . replace NaS=0 if q331_txt=="22" (1883 real changes made) . replace NaS=0 if q331_txt=="23" (5719 real changes made) . replace NaS=0 if q331_txt=="24" (585 real changes made) . replace NaS=0 if q331_txt=="25" (1347 real changes made) . replace NaS=0 if q331_txt=="26" (3230 real changes made) . replace NaS=. if q331_txt=="." (0 real changes made) . tab NaS NaS | Freq. Percent Cum. ------------+----------------------------------- 0 | 33,538 85.63 85.63 1 | 5,627 14.37 100.00 ------------+----------------------------------- Total | 39,165 100.00 . label variable NaS "Houseolds faced Natural shocks" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen EcS=0 if q331_txt=="1" (322978 missing values generated) . replace EcS=0 if q331_txt=="2" (1483 real changes made) . replace EcS=1 if q331_txt=="3" (90 real changes made) . replace EcS=0 if q331_txt=="4" (1303 real changes made) . replace EcS=0 if q331_txt=="5" (1305 real changes made) . replace EcS=0 if q331_txt=="6" (450 real changes made) . replace EcS=0 if q331_txt=="7" (1131 real changes made) . replace EcS=0 if q331_txt=="8" (89 real changes made) . replace EcS=0 if q331_txt=="9" (1079 real changes made) . replace EcS=0 if q331_txt=="10" (585 real changes made) . replace EcS=1 if q331_txt=="11" (179 real changes made) . replace EcS=0 if q331_txt=="12" (534 real changes made) . replace EcS=0 if q331_txt=="13" (405 real changes made) . replace EcS=1 if q331_txt=="14" (2165 real changes made) . replace EcS=1 if q331_txt=="15" (1034 real changes made) . replace EcS=1 if q331_txt=="16" (315 real changes made) . replace EcS=1 if q331_txt=="17" (90 real changes made) . replace EcS=0 if q331_txt=="18" (3773 real changes made) . replace EcS=1 if q331_txt=="19" (181 real changes made) . replace EcS=1 if q331_txt=="20" (135 real changes made) . replace EcS=0 if q331_txt=="21" (7466 real changes made) . replace EcS=0 if q331_txt=="22" (1883 real changes made) . replace EcS=0 if q331_txt=="23" (5719 real changes made) . replace EcS=1 if q331_txt=="24" (585 real changes made) . replace EcS=0 if q331_txt=="25" (1347 real changes made) . replace EcS=0 if q331_txt=="26" (3230 real changes made) . replace EcS=. if q331_txt=="." (0 real changes made) . tab EcS EcS | Freq. Percent Cum. ------------+----------------------------------- 0 | 34,391 87.81 87.81 1 | 4,774 12.19 100.00 ------------+----------------------------------- Total | 39,165 100.00 . label variable EcS "Houseolds faced Economic shocks" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen CcS=0 if q331_txt=="1" (322978 missing values generated) . replace CcS=0 if q331_txt=="2" (1483 real changes made) . replace CcS=0 if q331_txt=="3" (90 real changes made) . replace CcS=0 if q331_txt=="4" (1303 real changes made) . replace CcS=0 if q331_txt=="5" (1305 real changes made) . replace CcS=1 if q331_txt=="6" (450 real changes made) . replace CcS=0 if q331_txt=="7" (1131 real changes made) . replace CcS=0 if q331_txt=="8" (89 real changes made) . replace CcS=1 if q331_txt=="9" (1079 real changes made) . replace CcS=1 if q331_txt=="10" (585 real changes made) . replace CcS=0 if q331_txt=="11" (179 real changes made) . replace CcS=1 if q331_txt=="12" (534 real changes made) . replace CcS=0 if q331_txt=="13" (405 real changes made) . replace CcS=0 if q331_txt=="14" (2165 real changes made) . replace CcS=0 if q331_txt=="15" (1034 real changes made) . replace CcS=0 if q331_txt=="16" (315 real changes made) . replace CcS=0 if q331_txt=="17" (90 real changes made) . replace CcS=0 if q331_txt=="18" (3773 real changes made) . replace CcS=0 if q331_txt=="19" (181 real changes made) . replace CcS=0 if q331_txt=="20" (135 real changes made) . replace CcS=0 if q331_txt=="21" (7466 real changes made) . replace CcS=0 if q331_txt=="22" (1883 real changes made) . replace CcS=0 if q331_txt=="23" (5719 real changes made) . replace CcS=0 if q331_txt=="24" (585 real changes made) . replace CcS=1 if q331_txt=="25" (1347 real changes made) . replace CcS=0 if q331_txt=="26" (3230 real changes made) . replace CcS=. if q331_txt=="." (0 real changes made) . tab CcS CcS | Freq. Percent Cum. ------------+----------------------------------- 0 | 35,170 89.80 89.80 1 | 3,995 10.20 100.00 ------------+----------------------------------- Total | 39,165 100.00 . label variable CcS "Houseolds faced Crime/conflit related shocks" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen Shocks=1 if HeS==1 (304048 missing values generated) . replace Shocks=2 if NaS==1 (5627 real changes made) . replace Shocks=3 if EcS==1 (4774 real changes made) . replace Shocks=4 if CcS==1 (3995 real changes made) . tab Shocks Shocks | Freq. Percent Cum. ------------+----------------------------------- 1 | 21,539 59.94 59.94 2 | 5,627 15.66 75.60 3 | 4,774 13.29 88.88 4 | 3,995 11.12 100.00 ------------+----------------------------------- Total | 35,935 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit CSt HeS NaS EcS CcS i.CA i.EL i.OD i.HHS MN Iteration 0: log likelihood = -22832.773 Iteration 1: log likelihood = -22566.776 Iteration 2: log likelihood = -22566.723 Iteration 3: log likelihood = -22566.723 Probit regression Number of obs = 35389 LR chi2(12) = 532.10 Prob > chi2 = 0.0000 Log likelihood = -22566.723 Pseudo R2 = 0.0117 ------------------------------------------------------------------------------ CSt | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- HeS | .0912119 .0258058 3.53 0.000 .0406335 .1417903 NaS | -.0800286 .0298772 -2.68 0.007 -.1385869 -.0214703 EcS | -.2048187 .0312799 -6.55 0.000 -.2661262 -.1435112 CcS | -.1405981 .0321045 -4.38 0.000 -.2035217 -.0776746 | CA | 55 | .194089 .0163202 11.89 0.000 .162102 .2260759 105 | .1964309 .0192124 10.22 0.000 .1587753 .2340866 | EL | 1 | -.0055904 .0165287 -0.34 0.735 -.0379861 .0268052 2 | .0703796 .0246069 2.86 0.004 .022151 .1186082 3 | -.2264416 .0644714 -3.51 0.000 -.3528032 -.10008 | 1.OD | .0695377 .0163045 4.26 0.000 .0375814 .1014939 1.HHS | -.0536161 .0157673 -3.40 0.001 -.0845195 -.0227127 MN | -.0191476 .005131 -3.73 0.000 -.0292042 -.009091 _cons | .3122525 .0275353 11.34 0.000 .2582842 .3662207 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . dprobit CSt HeS NaS EcS CcS i.CA i.EL i.OD i.HHS MN factor variables and time-series operators not allowed r(101); end of do-file r(101); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . dprobit CSt HeS NaS EcS CcS CA EL OD HHS MN Iteration 0: log likelihood = -22832.773 Iteration 1: log likelihood = -22621.402 Iteration 2: log likelihood = -22621.35 Probit regression, reporting marginal effects Number of obs = 35389 LR chi2(9) = 422.85 Prob > chi2 = 0.0000 Log likelihood = -22621.35 Pseudo R2 = 0.0093 ------------------------------------------------------------------------------ CSt | dF/dx Std. Err. z P>|z| x-bar [ 95% C.I. ] ---------+-------------------------------------------------------------------- HeS*| .0358637 .0095173 3.77 0.000 .549747 .01721 .054517 NaS*| -.0281344 .0112181 -2.53 0.011 .14869 -.050122 -.006147 EcS*| -.0723491 .0120392 -6.14 0.000 .116279 -.095945 -.048753 CcS*| -.0505006 .0122414 -4.20 0.000 .102603 -.074493 -.026508 CA | .0008831 .0001004 8.80 0.000 59.2629 .000686 .00108 EL | .0057795 .0036868 1.57 0.117 .491396 -.001447 .013005 OD*| .0290483 .0059138 4.88 0.000 .338099 .017458 .040639 HHS*| -.028253 .0057061 -4.94 0.000 .558224 -.039437 -.017069 MN | -.0031322 .0018342 -1.71 0.088 1.98921 -.006727 .000463 ---------+-------------------------------------------------------------------- obs. P | .6535929 pred. P | .654965 (at x-bar) ------------------------------------------------------------------------------ (*) dF/dx is for discrete change of dummy variable from 0 to 1 z and P>|z| correspond to the test of the underlying coefficient being 0 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . dprobit CSt HeS NaS EcS CcS CA EL OD HHS MN HI Iteration 0: log likelihood = -3610.9884 Iteration 1: log likelihood = -3396.9322 Iteration 2: log likelihood = -3395.741 Iteration 3: log likelihood = -3395.7336 Iteration 4: log likelihood = -3395.733 Iteration 5: log likelihood = -3395.733 Probit regression, reporting marginal effects Number of obs = 5668 LR chi2(10) = 430.51 Prob > chi2 = 0.0000 Log likelihood = -3395.733 Pseudo R2 = 0.0596 ------------------------------------------------------------------------------ CSt | dF/dx Std. Err. z P>|z| x-bar [ 95% C.I. ] ---------+-------------------------------------------------------------------- HeS*| .1367436 .0193051 7.02 0.000 .504058 .098906 .174581 NaS*| -.0533971 .0258805 -2.11 0.035 .127382 -.104122 -.002672 EcS*| .0946922 .0203741 4.41 0.000 .191426 .05476 .134625 CcS*| .1914682 .0233304 6.35 0.000 .042343 .145741 .237195 CA | .0032522 .0003368 9.62 0.000 50.861 .002592 .003912 EL | .0281465 .007495 3.76 0.000 .728299 .013457 .042836 OD*| .1232431 .0133525 8.96 0.000 .38144 .097073 .149414 HHS*| -.0934348 .0145633 -6.25 0.000 .66302 -.121978 -.064891 MN | .0173972 .0057678 3.02 0.003 1.4843 .006092 .028702 HI | 3.12e-08 7.11e-08 0.44 0.660 4577.24 -1.1e-07 1.7e-07 ---------+-------------------------------------------------------------------- obs. P | .6658433 pred. P | .6765795 (at x-bar) ------------------------------------------------------------------------------ (*) dF/dx is for discrete change of dummy variable from 0 to 1 z and P>|z| correspond to the test of the underlying coefficient being 0 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . dprobit CSt HeS NaS EcS CcS CA EL OD HHS MN AL Iteration 0: log likelihood = -22832.773 Iteration 1: log likelihood = -22504.769 Iteration 2: log likelihood = -22504.539 Probit regression, reporting marginal effects Number of obs = 35389 LR chi2(10) = 656.47 Prob > chi2 = 0.0000 Log likelihood = -22504.539 Pseudo R2 = 0.0144 ------------------------------------------------------------------------------ CSt | dF/dx Std. Err. z P>|z| x-bar [ 95% C.I. ] ---------+-------------------------------------------------------------------- HeS*| .0457571 .0095397 4.80 0.000 .549747 .02706 .064455 NaS*| -.0203806 .0111865 -1.83 0.067 .14869 -.042306 .001545 EcS*| -.0714262 .0120449 -6.06 0.000 .116279 -.095034 -.047819 CcS*| -.0380818 .0121866 -3.17 0.002 .102603 -.061967 -.014197 CA | .001009 .000101 9.98 0.000 59.2629 .000811 .001207 EL | .0038595 .0036973 1.04 0.297 .491396 -.003387 .011106 OD*| .0392849 .0059361 6.56 0.000 .338099 .02765 .050919 HHS*| -.0356187 .0057329 -6.19 0.000 .558224 -.046855 -.024382 MN | .00299 .0018832 1.59 0.112 1.98921 -.000701 .006681 AL*| .0861424 .0055235 15.22 0.000 .310972 .075317 .096968 ---------+-------------------------------------------------------------------- obs. P | .6535929 pred. P | .6558501 (at x-bar) ------------------------------------------------------------------------------ (*) dF/dx is for discrete change of dummy variable from 0 to 1 z and P>|z| correspond to the test of the underlying coefficient being 0 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . dprobit CSt HeS NaS EcS CcS CA EL OD HHS MN NAL note: NAL dropped because of collinearity Iteration 0: log likelihood = -22832.773 Iteration 1: log likelihood = -22621.402 Iteration 2: log likelihood = -22621.35 Probit regression, reporting marginal effects Number of obs = 35389 LR chi2(9) = 422.85 Prob > chi2 = 0.0000 Log likelihood = -22621.35 Pseudo R2 = 0.0093 ------------------------------------------------------------------------------ CSt | dF/dx Std. Err. z P>|z| x-bar [ 95% C.I. ] ---------+-------------------------------------------------------------------- HeS*| .0358637 .0095173 3.77 0.000 .549747 .01721 .054517 NaS*| -.0281344 .0112181 -2.53 0.011 .14869 -.050122 -.006147 EcS*| -.0723491 .0120392 -6.14 0.000 .116279 -.095945 -.048753 CcS*| -.0505006 .0122414 -4.20 0.000 .102603 -.074493 -.026508 CA | .0008831 .0001004 8.80 0.000 59.2629 .000686 .00108 EL | .0057795 .0036868 1.57 0.117 .491396 -.001447 .013005 OD*| .0290483 .0059138 4.88 0.000 .338099 .017458 .040639 HHS*| -.028253 .0057061 -4.94 0.000 .558224 -.039437 -.017069 MN | -.0031322 .0018342 -1.71 0.088 1.98921 -.006727 .000463 ---------+-------------------------------------------------------------------- obs. P | .6535929 pred. P | .654965 (at x-bar) ------------------------------------------------------------------------------ (*) dF/dx is for discrete change of dummy variable from 0 to 1 z and P>|z| correspond to the test of the underlying coefficient being 0 . . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . dprobit CSt HeS NaS EcS CcS CA EL OD HHS MN AL HS note: HS dropped because of collinearity Iteration 0: log likelihood = -22832.773 Iteration 1: log likelihood = -22504.769 Iteration 2: log likelihood = -22504.539 Probit regression, reporting marginal effects Number of obs = 35389 LR chi2(10) = 656.47 Prob > chi2 = 0.0000 Log likelihood = -22504.539 Pseudo R2 = 0.0144 ------------------------------------------------------------------------------ CSt | dF/dx Std. Err. z P>|z| x-bar [ 95% C.I. ] ---------+-------------------------------------------------------------------- HeS*| .0457571 .0095397 4.80 0.000 .549747 .02706 .064455 NaS*| -.0203806 .0111865 -1.83 0.067 .14869 -.042306 .001545 EcS*| -.0714262 .0120449 -6.06 0.000 .116279 -.095034 -.047819 CcS*| -.0380818 .0121866 -3.17 0.002 .102603 -.061967 -.014197 CA | .001009 .000101 9.98 0.000 59.2629 .000811 .001207 EL | .0038595 .0036973 1.04 0.297 .491396 -.003387 .011106 OD*| .0392849 .0059361 6.56 0.000 .338099 .02765 .050919 HHS*| -.0356187 .0057329 -6.19 0.000 .558224 -.046855 -.024382 MN | .00299 .0018832 1.59 0.112 1.98921 -.000701 .006681 AL*| .0861424 .0055235 15.22 0.000 .310972 .075317 .096968 ---------+-------------------------------------------------------------------- obs. P | .6535929 pred. P | .6558501 (at x-bar) ------------------------------------------------------------------------------ (*) dF/dx is for discrete change of dummy variable from 0 to 1 z and P>|z| correspond to the test of the underlying coefficient being 0 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . dprobit CSt HeS NaS EcS CcS age EL OD HHS MN AL Iteration 0: log likelihood = -22832.773 Iteration 1: log likelihood = -22449.934 Iteration 2: log likelihood = -22449.555 Iteration 3: log likelihood = -22449.555 Probit regression, reporting marginal effects Number of obs = 35389 LR chi2(10) = 766.43 Prob > chi2 = 0.0000 Log likelihood = -22449.555 Pseudo R2 = 0.0168 ------------------------------------------------------------------------------ CSt | dF/dx Std. Err. z P>|z| x-bar [ 95% C.I. ] ---------+-------------------------------------------------------------------- HeS*| .0434702 .0095427 4.56 0.000 .549747 .024767 .062174 NaS*| -.0194045 .0111851 -1.75 0.081 .14869 -.041327 .002518 EcS*| -.0699986 .0120493 -5.93 0.000 .116279 -.093615 -.046382 CcS*| -.0409124 .0122324 -3.39 0.001 .102603 -.064887 -.016937 age | .0026169 .0001813 14.43 0.000 43.9694 .002262 .002972 EL | .0042201 .0036944 1.14 0.253 .491396 -.003021 .011461 OD*| .0378683 .0059432 6.32 0.000 .338099 .02622 .049517 HHS*| -.0293919 .0057678 -5.08 0.000 .558224 -.040697 -.018087 MN | .0009999 .0018921 0.53 0.597 1.98921 -.002708 .004708 AL*| .0898874 .0055278 15.84 0.000 .310972 .079053 .100722 ---------+-------------------------------------------------------------------- obs. P | .6535929 pred. P | .6562281 (at x-bar) ------------------------------------------------------------------------------ (*) dF/dx is for discrete change of dummy variable from 0 to 1 z and P>|z| correspond to the test of the underlying coefficient being 0 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . mchange, amount(sd) brief width(8) dprobit: Changes in Pr(y) | Number of obs = 35389 Expression: Pr(CSt), predict(pr) | Change p-value -------------+-------------------- HeS | +SD | 0.021 0.000 NaS | +SD | -0.007 0.082 EcS | +SD | -0.022 0.000 CcS | +SD | -0.012 0.001 age | +SD | 0.037 0.000 EL | +SD | 0.003 0.253 OD | +SD | 0.018 0.000 HHS | +SD | -0.015 0.000 MN | +SD | 0.001 0.597 AL | +SD | 0.041 0.000 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . dprobit CSt HeS NaS EcS CcS age EL OD HHS MN AL SA AS Iteration 0: log likelihood = -10320.435 Iteration 1: log likelihood = -10181.42 Iteration 2: log likelihood = -10181.358 Iteration 3: log likelihood = -10181.358 Probit regression, reporting marginal effects Number of obs = 15858 LR chi2(12) = 278.15 Prob > chi2 = 0.0000 Log likelihood = -10181.358 Pseudo R2 = 0.0135 ------------------------------------------------------------------------------ CSt | dF/dx Std. Err. z P>|z| x-bar [ 95% C.I. ] ---------+-------------------------------------------------------------------- HeS*| .1216958 .0145409 8.34 0.000 .534178 .093196 .150195 NaS*| .0800799 .0161288 4.76 0.000 .135011 .048468 .111692 EcS*| .0416944 .0161732 2.53 0.011 .14674 .009996 .073393 CcS*| .0512477 .0172319 2.90 0.004 .104175 .017474 .085022 age | .001745 .0002971 5.87 0.000 41.6012 .001163 .002327 EL | .03669 .0052081 7.04 0.000 .623345 .026482 .046898 OD*| -.0260504 .0086001 -3.03 0.002 .508072 -.042906 -.009194 HHS*| .0013601 .0096175 0.14 0.888 .704818 -.01749 .02021 MN | -.0026922 .0032767 -0.82 0.411 1.71793 -.009114 .00373 AL*| .0222106 .009034 2.45 0.014 .33327 .004504 .039917 SA*| .044299 .0092026 4.75 0.000 .258734 .026262 .062336 AS | -.0324065 .0039801 -8.14 0.000 1.5087 -.040207 -.024606 ---------+-------------------------------------------------------------------- obs. P | .6444697 pred. P | .6464027 (at x-bar) ------------------------------------------------------------------------------ (*) dF/dx is for discrete change of dummy variable from 0 to 1 z and P>|z| correspond to the test of the underlying coefficient being 0 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit CSt HeS NaS EcS CcS age EL OD HHS MN AL SA AS Iteration 0: log likelihood = -10320.435 Iteration 1: log likelihood = -10181.42 Iteration 2: log likelihood = -10181.358 Iteration 3: log likelihood = -10181.358 Probit regression Number of obs = 15858 LR chi2(12) = 278.15 Prob > chi2 = 0.0000 Log likelihood = -10181.358 Pseudo R2 = 0.0135 ------------------------------------------------------------------------------ CSt | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- HeS | .3272538 .0392515 8.34 0.000 .2503222 .4041854 NaS | .2232008 .0468447 4.76 0.000 .1313868 .3150147 EcS | .1140047 .0450149 2.53 0.011 .0257771 .2022323 CcS | .1410858 .0486778 2.90 0.004 .0456791 .2364926 age | .0046939 .0007991 5.87 0.000 .0031277 .0062601 EL | .0986907 .0140133 7.04 0.000 .0712252 .1261563 OD | -.0700988 .0231561 -3.03 0.002 -.1154839 -.0247138 HHS | .0036574 .0258552 0.14 0.888 -.0470178 .0543326 MN | -.0072416 .0088137 -0.82 0.411 -.0245162 .010033 AL | .0599788 .0244971 2.45 0.014 .0119653 .1079923 SA | .1205792 .0253749 4.75 0.000 .0708453 .170313 AS | -.0871688 .0107082 -8.14 0.000 -.1081564 -.0661812 _cons | .0082668 .057062 0.14 0.885 -.1035728 .1201063 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit CSt i.HeS i.NaS i.EcS i.CcS age i.EL i.OD i.HHS MN i.AL i.SA i.AS Iteration 0: log likelihood = -10320.435 Iteration 1: log likelihood = -10102.741 Iteration 2: log likelihood = -10102.54 Iteration 3: log likelihood = -10102.54 Probit regression Number of obs = 15858 LR chi2(16) = 435.79 Prob > chi2 = 0.0000 Log likelihood = -10102.54 Pseudo R2 = 0.0211 ------------------------------------------------------------------------------ CSt | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- 1.HeS | .3950705 .0402689 9.81 0.000 .3161448 .4739962 1.NaS | .2665048 .0479847 5.55 0.000 .1724564 .3605531 1.EcS | .1960367 .0465812 4.21 0.000 .1047392 .2873343 1.CcS | .225121 .0498197 4.52 0.000 .1274763 .3227658 age | .0050468 .0008039 6.28 0.000 .0034712 .0066223 | EL | 1 | .0796596 .025909 3.07 0.002 .0288788 .1304404 2 | .1957295 .0325266 6.02 0.000 .1319786 .2594804 3 | .3125968 .0807222 3.87 0.000 .1543843 .4708093 | 1.OD | -.0731742 .0233293 -3.14 0.002 -.1188987 -.0274497 1.HHS | .0438361 .0262369 1.67 0.095 -.0075873 .0952594 MN | -.0111699 .0088766 -1.26 0.208 -.0285677 .0062279 1.AL | .0107783 .0249632 0.43 0.666 -.0381487 .0597054 1.SA | .1857811 .0264077 7.04 0.000 .1340229 .2375393 | AS | 2 | .274496 .0512999 5.35 0.000 .17395 .375042 3 | .2046702 .0446591 4.58 0.000 .1171399 .2922005 4 | -.4338783 .0359058 -12.08 0.000 -.5042524 -.3635041 | _cons | -.1954322 .0572831 -3.41 0.001 -.3077049 -.0831594 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . listcoef i.HeS i.NaS i.EcS i.CcS age i.EL i.OD i.HHS MN i.AL i.SA i.AS, help probit (N=15858): Unstandardized and standardized estimates Observed SD: 0.4787 Latent SD: 1.0231 -------------------------------------------------------------------------------- | b z P>|z| bStdX bStdY bStdXY SDofX -------------+------------------------------------------------------------------ 1.HeS | 0.3951 9.811 0.000 0.197 0.386 0.193 0.499 1.NaS | 0.2665 5.554 0.000 0.091 0.260 0.089 0.342 1.EcS | 0.1960 4.208 0.000 0.069 0.192 0.068 0.354 1.CcS | 0.2251 4.519 0.000 0.069 0.220 0.067 0.305 age | 0.0050 6.278 0.000 0.071 0.005 0.070 14.142 | EL | 1 | 0.0797 3.075 0.002 0.034 0.078 0.033 0.425 2 | 0.1957 6.018 0.000 0.072 0.191 0.071 0.370 3 | 0.3126 3.873 0.000 0.044 0.306 0.043 0.140 | 1.OD | -0.0732 -3.137 0.002 -0.037 -0.072 -0.036 0.500 1.HHS | 0.0438 1.671 0.095 0.020 0.043 0.020 0.456 MN | -0.0112 -1.258 0.208 -0.014 -0.011 -0.014 1.259 1.AL | 0.0108 0.432 0.666 0.005 0.011 0.005 0.471 1.SA | 0.1858 7.035 0.000 0.081 0.182 0.080 0.438 | AS | 2 | 0.2745 5.351 0.000 0.062 0.268 0.061 0.226 3 | 0.2047 4.583 0.000 0.051 0.200 0.050 0.250 4 | -0.4339 -12.084 0.000 -0.134 -0.424 -0.131 0.309 -------------------------------------------------------------------------------- b = raw coefficient z = z-score for test of b=0 P>|z| = p-value for z-test bStdX = x-standardized coefficient bStdY = y-standardized coefficient bStdXY = fully standardized coefficient SDofX = standard deviation of X . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit CSt i.HeS i.NaS i.EcS i.CcS age i.EL i.OD i.HHS MN i.AL Iteration 0: log likelihood = -22832.773 Iteration 1: log likelihood = -22441.752 Iteration 2: log likelihood = -22441.37 Iteration 3: log likelihood = -22441.37 Probit regression Number of obs = 35389 LR chi2(12) = 782.81 Prob > chi2 = 0.0000 Log likelihood = -22441.37 Pseudo R2 = 0.0171 ------------------------------------------------------------------------------ CSt | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- 1.HeS | .1157403 .0259043 4.47 0.000 .0649688 .1665119 1.NaS | -.0528221 .0300037 -1.76 0.078 -.1116282 .005984 1.EcS | -.1916343 .0313328 -6.12 0.000 -.2530454 -.1302232 1.CcS | -.1110142 .0322592 -3.44 0.001 -.174241 -.0477874 age | .0071672 .000494 14.51 0.000 .0061989 .0081354 | EL | 1 | .0012779 .0164727 0.08 0.938 -.0310079 .0335638 2 | .0748516 .0246968 3.03 0.002 .0264467 .1232565 3 | -.171773 .0647003 -2.65 0.008 -.2985833 -.0449627 | 1.OD | .0988257 .0164579 6.00 0.000 .0665688 .1310826 1.HHS | -.0803734 .0157499 -5.10 0.000 -.1112427 -.0495041 MN | .0026693 .0051678 0.52 0.605 -.0074594 .0127979 1.AL | .2476825 .0157775 15.70 0.000 .2167591 .2786059 _cons | -.0116691 .0347172 -0.34 0.737 -.0797135 .0563754 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit CSt i.HeS i.NaS i.EcS i.CcS age i.EL i.OD i.HHS MN i.AL i.AS Iteration 0: log likelihood = -12759.152 Iteration 1: log likelihood = -12479.141 Iteration 2: log likelihood = -12478.72 Iteration 3: log likelihood = -12478.72 Probit regression Number of obs = 19719 LR chi2(15) = 560.86 Prob > chi2 = 0.0000 Log likelihood = -12478.72 Pseudo R2 = 0.0220 ------------------------------------------------------------------------------ CSt | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- 1.HeS | .3605794 .0374559 9.63 0.000 .2871672 .4339916 1.NaS | .1912807 .0438464 4.36 0.000 .1053434 .2772179 1.EcS | .0730943 .0432481 1.69 0.091 -.0116705 .157859 1.CcS | .1936026 .0464886 4.16 0.000 .1024866 .2847186 age | .0067438 .0006785 9.94 0.000 .0054139 .0080737 | EL | 1 | -.0105166 .0227921 -0.46 0.645 -.0551882 .034155 2 | .1717723 .0307435 5.59 0.000 .111516 .2320285 3 | .1252402 .0728866 1.72 0.086 -.0176149 .2680954 | 1.OD | .0500862 .0207605 2.41 0.016 .0093964 .090776 1.HHS | -.1069424 .0227033 -4.71 0.000 -.1514401 -.0624448 MN | .0052564 .007837 0.67 0.502 -.0101039 .0206167 1.AL | .1491767 .0215153 6.93 0.000 .1070076 .1913459 | AS | 2 | .364933 .0489867 7.45 0.000 .2689208 .4609452 3 | .1821707 .0418874 4.35 0.000 .1000728 .2642686 4 | -.2810582 .0320436 -8.77 0.000 -.3438624 -.218254 | _cons | -.176941 .0495141 -3.57 0.000 -.273987 -.0798951 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit CSt i.HeS i.NaS i.EcS i.CcS age i.EL i.OD i.HHS MN i.AL i.SA Iteration 0: log likelihood = -10339.732 Iteration 1: log likelihood = -10228.824 Iteration 2: log likelihood = -10228.787 Iteration 3: log likelihood = -10228.787 Probit regression Number of obs = 15902 LR chi2(13) = 221.89 Prob > chi2 = 0.0000 Log likelihood = -10228.787 Pseudo R2 = 0.0107 ------------------------------------------------------------------------------ CSt | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- 1.HeS | .3223334 .0392059 8.22 0.000 .2454912 .3991756 1.NaS | .2049295 .0467084 4.39 0.000 .1133827 .2964763 1.EcS | .0993542 .0450482 2.21 0.027 .0110613 .1876472 1.CcS | .1198145 .048595 2.47 0.014 .02457 .2150589 age | .0049261 .0007979 6.17 0.000 .0033622 .00649 | EL | 1 | .0822449 .0257673 3.19 0.001 .0317419 .132748 2 | .1199563 .0305664 3.92 0.000 .0600472 .1798654 3 | .2327523 .0787926 2.95 0.003 .0783216 .3871829 | 1.OD | -.0654926 .0231821 -2.83 0.005 -.1109287 -.0200566 1.HHS | .0264509 .0257284 1.03 0.304 -.0239759 .0768776 MN | -.0082258 .0088127 -0.93 0.351 -.0254984 .0090468 1.AL | .0263973 .0241982 1.09 0.275 -.0210303 .0738249 1.SA | .1027994 .0251513 4.09 0.000 .0535037 .1520951 _cons | -.1056095 .055768 -1.89 0.058 -.2149128 .0036938 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit CSt i.HeS i.NaS i.EcS i.CcS age i.EL i.OD i.HHS MN i.AL Iteration 0: log likelihood = -22832.773 Iteration 1: log likelihood = -22441.752 Iteration 2: log likelihood = -22441.37 Iteration 3: log likelihood = -22441.37 Probit regression Number of obs = 35389 LR chi2(12) = 782.81 Prob > chi2 = 0.0000 Log likelihood = -22441.37 Pseudo R2 = 0.0171 ------------------------------------------------------------------------------ CSt | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- 1.HeS | .1157403 .0259043 4.47 0.000 .0649688 .1665119 1.NaS | -.0528221 .0300037 -1.76 0.078 -.1116282 .005984 1.EcS | -.1916343 .0313328 -6.12 0.000 -.2530454 -.1302232 1.CcS | -.1110142 .0322592 -3.44 0.001 -.174241 -.0477874 age | .0071672 .000494 14.51 0.000 .0061989 .0081354 | EL | 1 | .0012779 .0164727 0.08 0.938 -.0310079 .0335638 2 | .0748516 .0246968 3.03 0.002 .0264467 .1232565 3 | -.171773 .0647003 -2.65 0.008 -.2985833 -.0449627 | 1.OD | .0988257 .0164579 6.00 0.000 .0665688 .1310826 1.HHS | -.0803734 .0157499 -5.10 0.000 -.1112427 -.0495041 MN | .0026693 .0051678 0.52 0.605 -.0074594 .0127979 1.AL | .2476825 .0157775 15.70 0.000 .2167591 .2786059 _cons | -.0116691 .0347172 -0.34 0.737 -.0797135 .0563754 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit CSt HeS NaS EcS CcS CA EL OD HHS MN AL Iteration 0: log likelihood = -22832.773 Iteration 1: log likelihood = -22504.769 Iteration 2: log likelihood = -22504.539 Iteration 3: log likelihood = -22504.539 Probit regression Number of obs = 35389 LR chi2(10) = 656.47 Prob > chi2 = 0.0000 Log likelihood = -22504.539 Pseudo R2 = 0.0144 ------------------------------------------------------------------------------ CSt | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- HeS | .1240688 .0258339 4.80 0.000 .0734354 .1747023 NaS | -.0549562 .0299496 -1.83 0.067 -.1136563 .0037439 EcS | -.1892195 .031248 -6.06 0.000 -.2504645 -.1279746 CcS | -.1019101 .0321667 -3.17 0.002 -.1649556 -.0388645 CA | .0027412 .0002745 9.98 0.000 .0022031 .0032793 EL | .0104849 .0100445 1.04 0.297 -.009202 .0301717 OD | .1075308 .0163814 6.56 0.000 .0754239 .1396377 HHS | -.0970168 .0156635 -6.19 0.000 -.1277166 -.0663169 MN | .0081228 .0051161 1.59 0.112 -.0019046 .0181501 AL | .2389979 .0157077 15.22 0.000 .2082114 .2697844 _cons | .133304 .0317889 4.19 0.000 .0709988 .1956092 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit CSt i.HeS i.NaS i.EcS i.CcS i.CA i.EL i.OD i.HHS MN Iteration 0: log likelihood = -22832.773 Iteration 1: log likelihood = -22566.776 Iteration 2: log likelihood = -22566.723 Iteration 3: log likelihood = -22566.723 Probit regression Number of obs = 35389 LR chi2(12) = 532.10 Prob > chi2 = 0.0000 Log likelihood = -22566.723 Pseudo R2 = 0.0117 ------------------------------------------------------------------------------ CSt | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- 1.HeS | .0912119 .0258058 3.53 0.000 .0406335 .1417903 1.NaS | -.0800286 .0298772 -2.68 0.007 -.1385869 -.0214703 1.EcS | -.2048187 .0312799 -6.55 0.000 -.2661262 -.1435112 1.CcS | -.1405981 .0321045 -4.38 0.000 -.2035217 -.0776746 | CA | 55 | .194089 .0163202 11.89 0.000 .162102 .2260759 105 | .1964309 .0192124 10.22 0.000 .1587753 .2340866 | EL | 1 | -.0055904 .0165287 -0.34 0.735 -.0379861 .0268052 2 | .0703796 .0246069 2.86 0.004 .022151 .1186082 3 | -.2264416 .0644714 -3.51 0.000 -.3528032 -.10008 | 1.OD | .0695377 .0163045 4.26 0.000 .0375814 .1014939 1.HHS | -.0536161 .0157673 -3.40 0.001 -.0845195 -.0227127 MN | -.0191476 .005131 -3.73 0.000 -.0292042 -.009091 _cons | .3122525 .0275353 11.34 0.000 .2582842 .3662207 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . listcoef i.HeS i.NaS i.EcS i.CcS i.CA i.EL i.OD i.HHS MN , help probit (N=35389): Unstandardized and standardized estimates Observed SD: 0.4758 Latent SD: 1.0123 -------------------------------------------------------------------------------- | b z P>|z| bStdX bStdY bStdXY SDofX -------------+------------------------------------------------------------------ 1.HeS | 0.0912 3.535 0.000 0.045 0.090 0.045 0.498 1.NaS | -0.0800 -2.679 0.007 -0.028 -0.079 -0.028 0.356 1.EcS | -0.2048 -6.548 0.000 -0.066 -0.202 -0.065 0.321 1.CcS | -0.1406 -4.379 0.000 -0.043 -0.139 -0.042 0.303 | CA | 55 | 0.1941 11.893 0.000 0.096 0.192 0.095 0.496 105 | 0.1964 10.224 0.000 0.082 0.194 0.081 0.415 | EL | 1 | -0.0056 -0.338 0.735 -0.002 -0.006 -0.002 0.438 2 | 0.0704 2.860 0.004 0.021 0.070 0.021 0.299 3 | -0.2264 -3.512 0.000 -0.024 -0.224 -0.024 0.106 | 1.OD | 0.0695 4.265 0.000 0.033 0.069 0.032 0.473 1.HHS | -0.0536 -3.400 0.001 -0.027 -0.053 -0.026 0.497 MN | -0.0191 -3.732 0.000 -0.028 -0.019 -0.028 1.473 -------------------------------------------------------------------------------- b = raw coefficient z = z-score for test of b=0 P>|z| = p-value for z-test bStdX = x-standardized coefficient bStdY = y-standardized coefficient bStdXY = fully standardized coefficient SDofX = standard deviation of X . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . listcoef, help probit (N=35389): Unstandardized and standardized estimates Observed SD: 0.4758 Latent SD: 1.0123 -------------------------------------------------------------------------------- | b z P>|z| bStdX bStdY bStdXY SDofX -------------+------------------------------------------------------------------ 1.HeS | 0.0912 3.535 0.000 0.045 0.090 0.045 0.498 1.NaS | -0.0800 -2.679 0.007 -0.028 -0.079 -0.028 0.356 1.EcS | -0.2048 -6.548 0.000 -0.066 -0.202 -0.065 0.321 1.CcS | -0.1406 -4.379 0.000 -0.043 -0.139 -0.042 0.303 | CA | 55 | 0.1941 11.893 0.000 0.096 0.192 0.095 0.496 105 | 0.1964 10.224 0.000 0.082 0.194 0.081 0.415 | EL | 1 | -0.0056 -0.338 0.735 -0.002 -0.006 -0.002 0.438 2 | 0.0704 2.860 0.004 0.021 0.070 0.021 0.299 3 | -0.2264 -3.512 0.000 -0.024 -0.224 -0.024 0.106 | 1.OD | 0.0695 4.265 0.000 0.033 0.069 0.032 0.473 1.HHS | -0.0536 -3.400 0.001 -0.027 -0.053 -0.026 0.497 MN | -0.0191 -3.732 0.000 -0.028 -0.019 -0.028 1.473 constant | 0.3123 11.340 0.000 . . . . -------------------------------------------------------------------------------- b = raw coefficient z = z-score for test of b=0 P>|z| = p-value for z-test bStdX = x-standardized coefficient bStdY = y-standardized coefficient bStdXY = fully standardized coefficient SDofX = standard deviation of X . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tobit Consad i.NS i.LS i.SAs i.RG i.BW i.RF i.CA i.EL i.OD i.HHS MN , ll(0) note: 1.RF omitted because of collinearity Tobit regression Number of obs = 35389 LR chi2(13) = 8535.92 Prob > chi2 = 0.0000 Log likelihood = -500903.11 Pseudo R2 = 0.0084 ------------------------------------------------------------------------------ Consad | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- 1.NS | -24790.42 4583.101 -5.41 0.000 -33773.44 -15807.4 1.LS | -10778.79 11831.53 -0.91 0.362 -33968.95 12411.37 1.SAs | -27465.12 11583.97 -2.37 0.018 -50170.06 -4760.177 1.RG | 3862.596 5063.859 0.76 0.446 -6062.725 13787.92 1.BW | -6392.532 7108.069 -0.90 0.368 -20324.57 7539.505 1.RF | 0 (omitted) | CA | 55 | 14167.71 4308.6 3.29 0.001 5722.722 22612.7 105 | -11328.62 5028.209 -2.25 0.024 -21184.07 -1473.175 | EL | 1 | 8632.446 4328.497 1.99 0.046 148.4588 17116.43 2 | 219447.3 6422.392 34.17 0.000 206859.3 232035.4 3 | 396952.2 17150.46 23.15 0.000 363336.7 430567.6 | 1.OD | 17221.61 4245.097 4.06 0.000 8901.089 25542.13 1.HHS | 112506.3 4115.944 27.33 0.000 104438.9 120573.7 MN | -95694.23 1343.101 -71.25 0.000 -98326.75 -93061.71 _cons | 524708.8 5482.131 95.71 0.000 513963.7 535453.9 -------------+---------------------------------------------------------------- /sigma | 339512.1 1276.158 337010.8 342013.4 ------------------------------------------------------------------------------ Obs. summary: 0 left-censored observations 35389 uncensored observations 0 right-censored observations . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tobit Consad i.HSt i.CA i.EL i.OD i.HHS MN , ll(0) Tobit regression Number of obs = 35389 LR chi2(13) = 8535.92 Prob > chi2 = 0.0000 Log likelihood = -500903.11 Pseudo R2 = 0.0084 ------------------------------------------------------------------------------ Consad | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- HSt | 1 | -2674.697 11507.77 -0.23 0.816 -25230.29 19880.9 2 | 18397.89 6959.168 2.64 0.008 4757.702 32038.07 3 | 28653.02 4861.229 5.89 0.000 19124.86 38181.18 4 | 14011.63 11734.42 1.19 0.232 -8988.198 37011.46 5 | 24790.42 4583.101 5.41 0.000 15807.4 33773.44 | CA | 55 | 14167.71 4308.6 3.29 0.001 5722.722 22612.7 105 | -11328.62 5028.209 -2.25 0.024 -21184.07 -1473.175 | EL | 1 | 8632.446 4328.497 1.99 0.046 148.4588 17116.43 2 | 219447.3 6422.392 34.17 0.000 206859.3 232035.4 3 | 396952.2 17150.46 23.15 0.000 363336.7 430567.6 | 1.OD | 17221.61 4245.097 4.06 0.000 8901.089 25542.13 1.HHS | 112506.3 4115.944 27.33 0.000 104438.9 120573.7 MN | -95694.23 1343.101 -71.25 0.000 -98326.75 -93061.71 _cons | 499918.4 5097.407 98.07 0.000 489927.3 509909.5 -------------+---------------------------------------------------------------- /sigma | 339512.1 1276.158 337010.8 342013.4 ------------------------------------------------------------------------------ Obs. summary: 0 left-censored observations 35389 uncensored observations 0 right-censored observations . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . correlate i.NS i.LS i.SAs i.RG i.BW i.RF i.CA i.EL i.OD i.HHS MN factor variables not allowed r(101); end of do-file r(101); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . correlate NS LS SAs RG BW RF CA EL OD HHS MN (obs=35389) | NS LS SAs RG BW RF CA EL -------------+------------------------------------------------------------------------ NS | 1.0000 LS | -0.1181 1.0000 SAs | -0.1211 -0.0270 1.0000 RG | -0.3990 -0.0889 -0.0912 1.0000 BW | -0.2201 -0.0491 -0.0503 -0.1657 1.0000 RF | -0.4611 -0.1028 -0.1054 -0.3471 -0.1914 1.0000 CA | -0.0573 -0.0523 0.0932 0.0220 -0.0057 0.0282 1.0000 EL | 0.0021 -0.0400 -0.0047 -0.0330 0.0153 0.0349 -0.0892 1.0000 OD | -0.0199 0.0382 -0.0012 0.0101 -0.0116 0.0058 0.0281 0.0846 HHS | 0.0257 -0.0172 -0.0404 -0.0330 0.0265 0.0080 -0.0640 0.2739 MN | 0.0177 -0.0527 0.0262 -0.0314 0.0211 0.0068 0.0458 -0.0041 | OD HHS MN -------------+--------------------------- OD | 1.0000 HHS | 0.3048 1.0000 MN | -0.2560 0.1208 1.0000 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . pcorr NS LS SAs RG BW RF CA EL OD HHS MN (obs=35389) Partial and semipartial correlations of NS with Partial Semipartial Partial Semipartial Significance Variable | Corr. Corr. Corr.^2 Corr.^2 Value ------------+----------------------------------------------------------------- LS | (dropped) SAs | (dropped) RG | (dropped) BW | (dropped) RF | (dropped) CA | (dropped) EL | (dropped) OD | (dropped) HHS | (dropped) MN | (dropped) . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . pwcorr NS LS SAs RG BW RF CA EL OD HHS MN, star(0.05) sig | NS LS SAs RG BW RF CA -------------+--------------------------------------------------------------- NS | 1.0000 | | LS | -0.1221* 1.0000 | 0.0000 | SAs | -0.1295* -0.0289* 1.0000 | 0.0000 0.0000 | RG | -0.4013* -0.0896* -0.0951* 1.0000 | 0.0000 0.0000 0.0000 | BW | -0.2203* -0.0492* -0.0522* -0.1616* 1.0000 | 0.0000 0.0000 0.0000 0.0000 | RF | -0.4626* -0.1033* -0.1096* -0.3394* -0.1863* 1.0000 | 0.0000 0.0000 0.0000 0.0000 0.0000 | CA | -0.0647* -0.0592* 0.0859* 0.0207* 0.0033 0.0361* 1.0000 | 0.0000 0.0000 0.0000 0.0000 0.5121 0.0000 | EL | 0.0021 -0.0400* -0.0047 -0.0330* 0.0153* 0.0349* -0.0781* | 0.6981 0.0000 0.3784 0.0000 0.0040 0.0000 0.0000 | OD | -0.0320* 0.0416* -0.0137* 0.0143* -0.0086 0.0162* 0.0601* | 0.0000 0.0000 0.0066 0.0046 0.0900 0.0013 0.0000 | HHS | -0.0085 -0.0086 -0.0068 -0.0263* 0.0201* 0.0270* -0.0847* | 0.0939 0.0885 0.1794 0.0000 0.0001 0.0000 0.0000 | MN | 0.0230* -0.0500* 0.0467* -0.0456* 0.0106* 0.0118* 0.0776* | 0.0000 0.0000 0.0000 0.0000 0.0364 0.0191 0.0000 | | EL OD HHS MN -------------+------------------------------------ EL | 1.0000 | | OD | 0.0103* 1.0000 | 0.0000 | HHS | 0.1788* 0.3019* 1.0000 | 0.0000 0.0000 | MN | -0.0581* -0.1916* 0.1106* 1.0000 | 0.0000 0.0000 0.0000 | . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . regress RF NS LS SAs RG BW CA EL OD HHS MN Source | SS df MS Number of obs = 35389 -------------+------------------------------ F( 10, 35378) = . Model | 7230.74396 10 723.074396 Prob > F = . Residual | 0 35378 0 R-squared = 1.0000 -------------+------------------------------ Adj R-squared = 1.0000 Total | 7230.74396 35388 .204327568 Root MSE = 0 ------------------------------------------------------------------------------ RF | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- NS | -1 . . . . . LS | -1 . . . . . SAs | -1 . . . . . RG | -1 . . . . . BW | -1 . . . . . CA | 6.82e-16 . . . . . EL | 8.27e-15 . . . . . OD | 6.16e-15 . . . . . HHS | -8.27e-15 . . . . . MN | 3.20e-16 . . . . . _cons | 1 . . . . . ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tobit Consad i.HSt i.CA i.EL i.OD i.HHS MN, ll(0) Tobit regression Number of obs = 35389 LR chi2(13) = 8535.92 Prob > chi2 = 0.0000 Log likelihood = -500903.11 Pseudo R2 = 0.0084 ------------------------------------------------------------------------------ Consad | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- HSt | 1 | -2674.697 11507.77 -0.23 0.816 -25230.29 19880.9 2 | 18397.89 6959.168 2.64 0.008 4757.702 32038.07 3 | 28653.02 4861.229 5.89 0.000 19124.86 38181.18 4 | 14011.63 11734.42 1.19 0.232 -8988.198 37011.46 5 | 24790.42 4583.101 5.41 0.000 15807.4 33773.44 | CA | 55 | 14167.71 4308.6 3.29 0.001 5722.722 22612.7 105 | -11328.62 5028.209 -2.25 0.024 -21184.07 -1473.175 | EL | 1 | 8632.446 4328.497 1.99 0.046 148.4588 17116.43 2 | 219447.3 6422.392 34.17 0.000 206859.3 232035.4 3 | 396952.2 17150.46 23.15 0.000 363336.7 430567.6 | 1.OD | 17221.61 4245.097 4.06 0.000 8901.089 25542.13 1.HHS | 112506.3 4115.944 27.33 0.000 104438.9 120573.7 MN | -95694.23 1343.101 -71.25 0.000 -98326.75 -93061.71 _cons | 499918.4 5097.407 98.07 0.000 489927.3 509909.5 -------------+---------------------------------------------------------------- /sigma | 339512.1 1276.158 337010.8 342013.4 ------------------------------------------------------------------------------ Obs. summary: 0 left-censored observations 35389 uncensored observations 0 right-censored observations . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tobit Consad i.NS i.LS i.SAs i.RG i.BW i.RF i.CA i.EL i.OD i.HHS MN , ll(0) note: 1.RF omitted because of collinearity Tobit regression Number of obs = 35389 LR chi2(13) = 8535.92 Prob > chi2 = 0.0000 Log likelihood = -500903.11 Pseudo R2 = 0.0084 ------------------------------------------------------------------------------ Consad | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- 1.NS | -24790.42 4583.101 -5.41 0.000 -33773.44 -15807.4 1.LS | -10778.79 11831.53 -0.91 0.362 -33968.95 12411.37 1.SAs | -27465.12 11583.97 -2.37 0.018 -50170.06 -4760.177 1.RG | 3862.596 5063.859 0.76 0.446 -6062.725 13787.92 1.BW | -6392.532 7108.069 -0.90 0.368 -20324.57 7539.505 1.RF | 0 (omitted) | CA | 55 | 14167.71 4308.6 3.29 0.001 5722.722 22612.7 105 | -11328.62 5028.209 -2.25 0.024 -21184.07 -1473.175 | EL | 1 | 8632.446 4328.497 1.99 0.046 148.4588 17116.43 2 | 219447.3 6422.392 34.17 0.000 206859.3 232035.4 3 | 396952.2 17150.46 23.15 0.000 363336.7 430567.6 | 1.OD | 17221.61 4245.097 4.06 0.000 8901.089 25542.13 1.HHS | 112506.3 4115.944 27.33 0.000 104438.9 120573.7 MN | -95694.23 1343.101 -71.25 0.000 -98326.75 -93061.71 _cons | 524708.8 5482.131 95.71 0.000 513963.7 535453.9 -------------+---------------------------------------------------------------- /sigma | 339512.1 1276.158 337010.8 342013.4 ------------------------------------------------------------------------------ Obs. summary: 0 left-censored observations 35389 uncensored observations 0 right-censored observations . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . listcoef, help tobit (N=35389): Unstandardized and standardized estimates Observed SD: 3.8e+05 Latent SD: 3.8e+05 SD of Error: 3.4e+05 -------------------------------------------------------------------------------- | b t P>|t| bStdX bStdY bStdXY SDofX -------------+------------------------------------------------------------------ 1.NS | -2.48e+04 -5.409 0.000 -1.2e+04 -0.065 -0.031 0.476 1.LS | -1.08e+04 -0.911 0.362 -1.7e+03 -0.028 -0.004 0.158 1.SAs | -2.75e+04 -2.371 0.018 -4.4e+03 -0.072 -0.012 0.162 1.RG | 3862.5959 0.763 0.446 1628.010 0.010 0.004 0.421 1.BW | -6.39e+03 -0.899 0.368 -1.8e+03 -0.017 -0.005 0.277 | CA | 55 | 1.42e+04 3.288 0.001 7031.639 0.037 0.018 0.496 105 | -1.13e+04 -2.253 0.024 -4.7e+03 -0.030 -0.012 0.415 | EL | 1 | 8632.4464 1.994 0.046 3776.993 0.023 0.010 0.438 2 | 2.19e+05 34.169 0.000 6.6e+04 0.573 0.171 0.299 3 | 3.97e+05 23.145 0.000 4.2e+04 1.036 0.110 0.106 | 1.OD | 1.72e+04 4.057 0.000 8147.015 0.045 0.021 0.473 1.HHS | 1.13e+05 27.334 0.000 5.6e+04 0.294 0.146 0.497 MN | -9.57e+04 -71.249 0.000 -1.4e+05 -0.250 -0.368 1.473 constant | 5.25e+05 95.713 0.000 . . . . -------------------------------------------------------------------------------- b = raw coefficient t = t-score for test of b=0 P>|t| = p-value for t-test bStdX = x-standardized coefficient bStdY = y-standardized coefficient bStdXY = fully standardized coefficient SDofX = standard deviation of X . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . estat summarize Estimation sample tobit Number of obs = 35389 ------------------------------------------------------------- Variable | Mean Std. Dev. Min Max -------------+----------------------------------------------- Consad | 426067.7 383034.5 17059.7 3.8e+06 1.NS | .3464071 .4758315 0 1 1.LS | .0256577 .1581141 0 1 1.SAs | .0269293 .161879 0 1 1.RG | .231004 .4214809 0 1 1.BW | .0837266 .2769812 0 1 1.RF | (omitted) | CA | 55 | .4393456 .4963144 0 1 105 | .2210856 .4149839 0 1 | EL | 1 | .2579898 .4375345 0 1 2 | .0994942 .2993286 0 1 3 | .0114725 .106495 0 1 | 1.OD | .3380994 .4730693 0 1 1.HHS | .5582243 .4966054 0 1 MN | 1.989206 1.472861 0 10 ------------------------------------------------------------- . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit CSt i.HeS i.NaS i.EcS i.CcS i.CA i.EL i.OD i.HHS MN Iteration 0: log likelihood = -22832.773 Iteration 1: log likelihood = -22566.776 Iteration 2: log likelihood = -22566.723 Iteration 3: log likelihood = -22566.723 Probit regression Number of obs = 35389 LR chi2(12) = 532.10 Prob > chi2 = 0.0000 Log likelihood = -22566.723 Pseudo R2 = 0.0117 ------------------------------------------------------------------------------ CSt | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- 1.HeS | .0912119 .0258058 3.53 0.000 .0406335 .1417903 1.NaS | -.0800286 .0298772 -2.68 0.007 -.1385869 -.0214703 1.EcS | -.2048187 .0312799 -6.55 0.000 -.2661262 -.1435112 1.CcS | -.1405981 .0321045 -4.38 0.000 -.2035217 -.0776746 | CA | 55 | .194089 .0163202 11.89 0.000 .162102 .2260759 105 | .1964309 .0192124 10.22 0.000 .1587753 .2340866 | EL | 1 | -.0055904 .0165287 -0.34 0.735 -.0379861 .0268052 2 | .0703796 .0246069 2.86 0.004 .022151 .1186082 3 | -.2264416 .0644714 -3.51 0.000 -.3528032 -.10008 | 1.OD | .0695377 .0163045 4.26 0.000 .0375814 .1014939 1.HHS | -.0536161 .0157673 -3.40 0.001 -.0845195 -.0227127 MN | -.0191476 .005131 -3.73 0.000 -.0292042 -.009091 _cons | .3122525 .0275353 11.34 0.000 .2582842 .3662207 ------------------------------------------------------------------------------ . listcoef, help probit (N=35389): Unstandardized and standardized estimates Observed SD: 0.4758 Latent SD: 1.0123 -------------------------------------------------------------------------------- | b z P>|z| bStdX bStdY bStdXY SDofX -------------+------------------------------------------------------------------ 1.HeS | 0.0912 3.535 0.000 0.045 0.090 0.045 0.498 1.NaS | -0.0800 -2.679 0.007 -0.028 -0.079 -0.028 0.356 1.EcS | -0.2048 -6.548 0.000 -0.066 -0.202 -0.065 0.321 1.CcS | -0.1406 -4.379 0.000 -0.043 -0.139 -0.042 0.303 | CA | 55 | 0.1941 11.893 0.000 0.096 0.192 0.095 0.496 105 | 0.1964 10.224 0.000 0.082 0.194 0.081 0.415 | EL | 1 | -0.0056 -0.338 0.735 -0.002 -0.006 -0.002 0.438 2 | 0.0704 2.860 0.004 0.021 0.070 0.021 0.299 3 | -0.2264 -3.512 0.000 -0.024 -0.224 -0.024 0.106 | 1.OD | 0.0695 4.265 0.000 0.033 0.069 0.032 0.473 1.HHS | -0.0536 -3.400 0.001 -0.027 -0.053 -0.026 0.497 MN | -0.0191 -3.732 0.000 -0.028 -0.019 -0.028 1.473 constant | 0.3123 11.340 0.000 . . . . -------------------------------------------------------------------------------- b = raw coefficient z = z-score for test of b=0 P>|z| = p-value for z-test bStdX = x-standardized coefficient bStdY = y-standardized coefficient bStdXY = fully standardized coefficient SDofX = standard deviation of X . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . estat summarize Estimation sample probit Number of obs = 35389 ------------------------------------------------------------- Variable | Mean Std. Dev. Min Max -------------+----------------------------------------------- CSt | .6535929 .4758315 0 1 1.HeS | .5497471 .4975261 0 1 1.NaS | .1486903 .3557879 0 1 1.EcS | .1162791 .3205638 0 1 1.CcS | .1026025 .3034433 0 1 | CA | 55 | .4393456 .4963144 0 1 105 | .2210856 .4149839 0 1 | EL | 1 | .2579898 .4375345 0 1 2 | .0994942 .2993286 0 1 3 | .0114725 .106495 0 1 | 1.OD | .3380994 .4730693 0 1 1.HHS | .5582243 .4966054 0 1 MN | 1.989206 1.472861 0 10 ------------------------------------------------------------- . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab HSt Shocks, row column chi2 all +-------------------+ | Key | |-------------------| | frequency | | row percentage | | column percentage | +-------------------+ Households | coping | Shocks strategy | 1 2 3 4 | Total -----------+--------------------------------------------+---------- 0 | 6,880 2,122 2,067 1,612 | 12,681 | 54.25 16.73 16.30 12.71 | 100.00 | 31.94 37.71 43.30 40.35 | 35.29 -----------+--------------------------------------------+---------- 1 | 672 135 46 178 | 1,031 | 65.18 13.09 4.46 17.26 | 100.00 | 3.12 2.40 0.96 4.46 | 2.87 -----------+--------------------------------------------+---------- 2 | 1,888 405 360 225 | 2,878 | 65.60 14.07 12.51 7.82 | 100.00 | 8.77 7.20 7.54 5.63 | 8.01 -----------+--------------------------------------------+---------- 3 | 5,355 1,167 812 810 | 8,144 | 65.75 14.33 9.97 9.95 | 100.00 | 24.86 20.74 17.01 20.28 | 22.66 -----------+--------------------------------------------+---------- 4 | 586 0 138 180 | 904 | 64.82 0.00 15.27 19.91 | 100.00 | 2.72 0.00 2.89 4.51 | 2.52 -----------+--------------------------------------------+---------- 5 | 6,158 1,798 1,351 990 | 10,297 | 59.80 17.46 13.12 9.61 | 100.00 | 28.59 31.95 28.30 24.78 | 28.65 -----------+--------------------------------------------+---------- Total | 21,539 5,627 4,774 3,995 | 35,935 | 59.94 15.66 13.29 11.12 | 100.00 | 100.00 100.00 100.00 100.00 | 100.00 Pearson chi2(15) = 733.2854 Pr = 0.000 likelihood-ratio chi2(15) = 882.4703 Pr = 0.000 Cramér's V = 0.0825 gamma = -0.0750 ASE = 0.007 Kendall's tau-b = -0.0489 ASE = 0.005 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . catplot Shocks HSt, blabel(bar) . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen Shock=A if HeS==1 A ambiguous abbreviation r(111); end of do-file r(111); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen Shock=10 if HeS==1 (304048 missing values generated) . replace Shock=11 if NaS==1 (5627 real changes made) . replace Shock=12 if EcS==1 (4774 real changes made) . replace Shock=13 if CcS==1 (3995 real changes made) . tab Shock Shock | Freq. Percent Cum. ------------+----------------------------------- 10 | 21,539 59.94 59.94 11 | 5,627 15.66 75.60 12 | 4,774 13.29 88.88 13 | 3,995 11.12 100.00 ------------+----------------------------------- Total | 35,935 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab HSt Shock, row column chi2 all +-------------------+ | Key | |-------------------| | frequency | | row percentage | | column percentage | +-------------------+ Households | coping | Shock strategy | 10 11 12 13 | Total -----------+--------------------------------------------+---------- 0 | 6,880 2,122 2,067 1,612 | 12,681 | 54.25 16.73 16.30 12.71 | 100.00 | 31.94 37.71 43.30 40.35 | 35.29 -----------+--------------------------------------------+---------- 1 | 672 135 46 178 | 1,031 | 65.18 13.09 4.46 17.26 | 100.00 | 3.12 2.40 0.96 4.46 | 2.87 -----------+--------------------------------------------+---------- 2 | 1,888 405 360 225 | 2,878 | 65.60 14.07 12.51 7.82 | 100.00 | 8.77 7.20 7.54 5.63 | 8.01 -----------+--------------------------------------------+---------- 3 | 5,355 1,167 812 810 | 8,144 | 65.75 14.33 9.97 9.95 | 100.00 | 24.86 20.74 17.01 20.28 | 22.66 -----------+--------------------------------------------+---------- 4 | 586 0 138 180 | 904 | 64.82 0.00 15.27 19.91 | 100.00 | 2.72 0.00 2.89 4.51 | 2.52 -----------+--------------------------------------------+---------- 5 | 6,158 1,798 1,351 990 | 10,297 | 59.80 17.46 13.12 9.61 | 100.00 | 28.59 31.95 28.30 24.78 | 28.65 -----------+--------------------------------------------+---------- Total | 21,539 5,627 4,774 3,995 | 35,935 | 59.94 15.66 13.29 11.12 | 100.00 | 100.00 100.00 100.00 100.00 | 100.00 Pearson chi2(15) = 733.2854 Pr = 0.000 likelihood-ratio chi2(15) = 882.4703 Pr = 0.000 Cramér's V = 0.0825 gamma = -0.0750 ASE = 0.007 Kendall's tau-b = -0.0489 ASE = 0.005 . catplot Shock HSt, blabel(bar) . end of do-file . graph save Graph "D:\These doctorale relance\First article\Article 5\Graph.gph", replace (file D:\These doctorale relance\First article\Article 5\Graph.gph saved) . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab Shock HSt, row column chi2 all +-------------------+ | Key | |-------------------| | frequency | | row percentage | | column percentage | +-------------------+ | Households coping strategy Shock | 0 1 2 3 4 5 | Total -----------+------------------------------------------------------------------+---------- 10 | 6,880 672 1,888 5,355 586 6,158 | 21,539 | 31.94 3.12 8.77 24.86 2.72 28.59 | 100.00 | 54.25 65.18 65.60 65.75 64.82 59.80 | 59.94 -----------+------------------------------------------------------------------+---------- 11 | 2,122 135 405 1,167 0 1,798 | 5,627 | 37.71 2.40 7.20 20.74 0.00 31.95 | 100.00 | 16.73 13.09 14.07 14.33 0.00 17.46 | 15.66 -----------+------------------------------------------------------------------+---------- 12 | 2,067 46 360 812 138 1,351 | 4,774 | 43.30 0.96 7.54 17.01 2.89 28.30 | 100.00 | 16.30 4.46 12.51 9.97 15.27 13.12 | 13.29 -----------+------------------------------------------------------------------+---------- 13 | 1,612 178 225 810 180 990 | 3,995 | 40.35 4.46 5.63 20.28 4.51 24.78 | 100.00 | 12.71 17.26 7.82 9.95 19.91 9.61 | 11.12 -----------+------------------------------------------------------------------+---------- Total | 12,681 1,031 2,878 8,144 904 10,297 | 35,935 | 35.29 2.87 8.01 22.66 2.52 28.65 | 100.00 | 100.00 100.00 100.00 100.00 100.00 100.00 | 100.00 Pearson chi2(15) = 733.2854 Pr = 0.000 likelihood-ratio chi2(15) = 882.4703 Pr = 0.000 Cramér's V = 0.0825 gamma = -0.0750 ASE = 0.007 Kendall's tau-b = -0.0489 ASE = 0.005 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . catplot Shock HSt, blabel(bar) . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . catplot HSt Shock, blabel(bar) . end of do-file . graph save Graph "D:\These doctorale relance\First article\Article 5\Graph_shock_stra.gph > " (file D:\These doctorale relance\First article\Article 5\Graph_shock_stra.gph saved) . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . save Article_5.dta, replace file Article_5.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 5 base\Article_5.log log type: text closed on: 4 Sep 2019, 12:26:21 ------------------------------------------------------------------------------------------- ------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 5 base\Article_5.log log type: text opened on: 5 Sep 2019, 10:18:09 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . use Article_5.dta, clear . log using Article_5, append text log file already open r(604); end of do-file r(604); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . logit P0 i.NS i.LS i.SAs i.RG i.BW i.RF i.CA i.EL i.OD i.HHS MN note: 1.RF omitted because of collinearity Iteration 0: log likelihood = -23833.094 Iteration 1: log likelihood = -19006.753 Iteration 2: log likelihood = -18991.467 Iteration 3: log likelihood = -18991.436 Iteration 4: log likelihood = -18991.436 Logistic regression Number of obs = 35389 LR chi2(13) = 9683.32 Prob > chi2 = 0.0000 Log likelihood = -18991.436 Pseudo R2 = 0.2031 ------------------------------------------------------------------------------ P0 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- 1.NS | .1858538 .0321069 5.79 0.000 .1229255 .2487822 1.LS | .8607582 .0755797 11.39 0.000 .7126248 1.008892 1.SAs | .0024045 .0811828 0.03 0.976 -.1567109 .16152 1.RG | .345415 .035374 9.76 0.000 .2760832 .4147469 1.BW | -.0306251 .049728 -0.62 0.538 -.1280901 .0668399 1.RF | 0 (omitted) | CA | 55 | -.1466907 .029836 -4.92 0.000 -.2051682 -.0882132 105 | -.0414387 .0345515 -1.20 0.230 -.1091585 .026281 | EL | 1 | -.1636362 .0296854 -5.51 0.000 -.2218185 -.1054538 2 | -.873124 .051352 -17.00 0.000 -.9737722 -.7724759 3 | -1.475804 .1753633 -8.42 0.000 -1.81951 -1.132098 | 1.OD | .2411878 .0300474 8.03 0.000 .182296 .3000796 1.HHS | -.7180766 .0288756 -24.87 0.000 -.7746718 -.6614814 MN | .8933314 .012047 74.15 0.000 .8697198 .9169431 _cons | -1.833281 .0395657 -46.34 0.000 -1.910828 -1.755734 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . logit P0 HSt i.CA i.EL i.OD i.HHS MN Iteration 0: log likelihood = -23833.094 Iteration 1: log likelihood = -19107.232 Iteration 2: log likelihood = -19094.293 Iteration 3: log likelihood = -19094.27 Iteration 4: log likelihood = -19094.27 Logistic regression Number of obs = 35389 LR chi2(9) = 9477.65 Prob > chi2 = 0.0000 Log likelihood = -19094.27 Pseudo R2 = 0.1988 ------------------------------------------------------------------------------ P0 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- HSt | -.0160899 .0061646 -2.61 0.009 -.0281722 -.0040075 | CA | 55 | -.1533919 .0296853 -5.17 0.000 -.2115741 -.0952097 105 | -.0669551 .0342687 -1.95 0.051 -.1341204 .0002103 | EL | 1 | -.178387 .0295256 -6.04 0.000 -.2362562 -.1205178 2 | -.9121854 .0511204 -17.84 0.000 -1.01238 -.8119913 3 | -1.461273 .1747606 -8.36 0.000 -1.803797 -1.118748 | 1.OD | .2500733 .0299227 8.36 0.000 .1914258 .3087207 1.HHS | -.7205269 .0287288 -25.08 0.000 -.7768345 -.6642194 MN | .8790984 .0119159 73.78 0.000 .8557436 .9024531 _cons | -1.586291 .0350175 -45.30 0.000 -1.654924 -1.517657 ------------------------------------------------------------------------------ . . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . logit P0 i.HSt i.CA i.EL i.OD i.HHS MN Iteration 0: log likelihood = -23833.094 Iteration 1: log likelihood = -19006.753 Iteration 2: log likelihood = -18991.467 Iteration 3: log likelihood = -18991.436 Iteration 4: log likelihood = -18991.436 Logistic regression Number of obs = 35389 LR chi2(13) = 9683.32 Prob > chi2 = 0.0000 Log likelihood = -18991.436 Pseudo R2 = 0.2031 ------------------------------------------------------------------------------ P0 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- HSt | 1 | -.1834493 .0806193 -2.28 0.023 -.3414602 -.0254384 2 | -.2164789 .0486484 -4.45 0.000 -.311828 -.1211298 3 | .1595612 .0337313 4.73 0.000 .0934491 .2256733 4 | .6749044 .0746607 9.04 0.000 .5285721 .8212367 5 | -.1858538 .0321069 -5.79 0.000 -.2487822 -.1229255 | CA | 55 | -.1466907 .029836 -4.92 0.000 -.2051682 -.0882132 105 | -.0414387 .0345515 -1.20 0.230 -.1091585 .026281 | EL | 1 | -.1636362 .0296854 -5.51 0.000 -.2218185 -.1054538 2 | -.873124 .051352 -17.00 0.000 -.9737722 -.7724759 3 | -1.475804 .1753633 -8.42 0.000 -1.81951 -1.132098 | 1.OD | .2411878 .0300474 8.03 0.000 .182296 .3000796 1.HHS | -.7180766 .0288756 -24.87 0.000 -.7746718 -.6614814 MN | .8933314 .012047 74.15 0.000 .8697198 .9169431 _cons | -1.647427 .0364706 -45.17 0.000 -1.718908 -1.575946 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . listcoef, help logit (N=35389): Factor change in odds Odds of: 1 vs 0 ------------------------------------------------------------------------- | b z P>|z| e^b e^bStdX SDofX -------------+----------------------------------------------------------- HSt | 1 | -0.1834 -2.276 0.023 0.832 0.971 0.162 2 | -0.2165 -4.450 0.000 0.805 0.942 0.277 3 | 0.1596 4.730 0.000 1.173 1.070 0.421 4 | 0.6749 9.040 0.000 1.964 1.113 0.158 5 | -0.1859 -5.789 0.000 0.830 0.919 0.452 | CA | 55 | -0.1467 -4.917 0.000 0.864 0.930 0.496 105 | -0.0414 -1.199 0.230 0.959 0.983 0.415 | EL | 1 | -0.1636 -5.512 0.000 0.849 0.931 0.438 2 | -0.8731 -17.003 0.000 0.418 0.770 0.299 3 | -1.4758 -8.416 0.000 0.229 0.855 0.106 | 1.OD | 0.2412 8.027 0.000 1.273 1.121 0.473 1.HHS | -0.7181 -24.868 0.000 0.488 0.700 0.497 MN | 0.8933 74.154 0.000 2.443 3.728 1.473 constant | -1.6474 -45.171 0.000 . . . ------------------------------------------------------------------------- b = raw coefficient z = z-score for test of b=0 P>|z| = p-value for z-test e^b = exp(b) = factor change in odds for unit increase in X e^bStdX = exp(b*SD of X) = change in odds for SD increase in X SDofX = standard deviation of X . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . log close name: log: D:\Essaie estimation stata\Article 5 base\Article_5.log log type: text closed on: 5 Sep 2019, 10:26:28 ------------------------------------------------------------------------------------------- ------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 5 base\Article_5.log log type: text opened on: 5 Sep 2019, 20:49:54 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . logit P0 i.HSt i.CA i.EL i.OD i.HHS MN Iteration 0: log likelihood = -23833.094 Iteration 1: log likelihood = -19006.753 Iteration 2: log likelihood = -18991.467 Iteration 3: log likelihood = -18991.436 Iteration 4: log likelihood = -18991.436 Logistic regression Number of obs = 35389 LR chi2(13) = 9683.32 Prob > chi2 = 0.0000 Log likelihood = -18991.436 Pseudo R2 = 0.2031 ------------------------------------------------------------------------------ P0 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- HSt | 1 | -.1834493 .0806193 -2.28 0.023 -.3414602 -.0254384 2 | -.2164789 .0486484 -4.45 0.000 -.311828 -.1211298 3 | .1595612 .0337313 4.73 0.000 .0934491 .2256733 4 | .6749044 .0746607 9.04 0.000 .5285721 .8212367 5 | -.1858538 .0321069 -5.79 0.000 -.2487822 -.1229255 | CA | 55 | -.1466907 .029836 -4.92 0.000 -.2051682 -.0882132 105 | -.0414387 .0345515 -1.20 0.230 -.1091585 .026281 | EL | 1 | -.1636362 .0296854 -5.51 0.000 -.2218185 -.1054538 2 | -.873124 .051352 -17.00 0.000 -.9737722 -.7724759 3 | -1.475804 .1753633 -8.42 0.000 -1.81951 -1.132098 | 1.OD | .2411878 .0300474 8.03 0.000 .182296 .3000796 1.HHS | -.7180766 .0288756 -24.87 0.000 -.7746718 -.6614814 MN | .8933314 .012047 74.15 0.000 .8697198 .9169431 _cons | -1.647427 .0364706 -45.17 0.000 -1.718908 -1.575946 ------------------------------------------------------------------------------ . estat summarize Estimation sample logit Number of obs = 35389 ------------------------------------------------------------- Variable | Mean Std. Dev. Min Max -------------+----------------------------------------------- P0 | .4011133 .4901308 0 1 | HSt | 1 | .0269293 .161879 0 1 2 | .0837266 .2769812 0 1 3 | .231004 .4214809 0 1 4 | .0256577 .1581141 0 1 5 | .2862754 .4520261 0 1 | CA | 55 | .4393456 .4963144 0 1 105 | .2210856 .4149839 0 1 | EL | 1 | .2579898 .4375345 0 1 2 | .0994942 .2993286 0 1 3 | .0114725 .106495 0 1 | 1.OD | .3380994 .4730693 0 1 1.HHS | .5582243 .4966054 0 1 MN | 1.989206 1.472861 0 10 ------------------------------------------------------------- . listcoef, help logit (N=35389): Factor change in odds Odds of: 1 vs 0 ------------------------------------------------------------------------- | b z P>|z| e^b e^bStdX SDofX -------------+----------------------------------------------------------- HSt | 1 | -0.1834 -2.276 0.023 0.832 0.971 0.162 2 | -0.2165 -4.450 0.000 0.805 0.942 0.277 3 | 0.1596 4.730 0.000 1.173 1.070 0.421 4 | 0.6749 9.040 0.000 1.964 1.113 0.158 5 | -0.1859 -5.789 0.000 0.830 0.919 0.452 | CA | 55 | -0.1467 -4.917 0.000 0.864 0.930 0.496 105 | -0.0414 -1.199 0.230 0.959 0.983 0.415 | EL | 1 | -0.1636 -5.512 0.000 0.849 0.931 0.438 2 | -0.8731 -17.003 0.000 0.418 0.770 0.299 3 | -1.4758 -8.416 0.000 0.229 0.855 0.106 | 1.OD | 0.2412 8.027 0.000 1.273 1.121 0.473 1.HHS | -0.7181 -24.868 0.000 0.488 0.700 0.497 MN | 0.8933 74.154 0.000 2.443 3.728 1.473 constant | -1.6474 -45.171 0.000 . . . ------------------------------------------------------------------------- b = raw coefficient z = z-score for test of b=0 P>|z| = p-value for z-test e^b = exp(b) = factor change in odds for unit increase in X e^bStdX = exp(b*SD of X) = change in odds for SD increase in X SDofX = standard deviation of X . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . ssc install asdoc, replace checking asdoc consistency and verifying not already installed... installing into c:\ado\plus\... installation complete. . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . help asdoc . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . asdoc listcoef, help ------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 5 base\Article_5.log log type: text opened on: 6 Sep 2019, 09:22:09 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . help asdoc . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . asdoc logit P0 i.HSt i.CA i.EL i.OD i.HHS MN, save (model P0) /* > */title(Result of logit regression model) fhc(\b) fhr(\b) option ( not allowed r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . asdoc logit P0 i.HSt i.CA i.EL i.OD i.HHS MN, save (model P0) /* > */title(Result of logit regression model) option ( not allowed r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . asdoc logit P0 i.HSt i.CA i.EL i.OD i.HHS MN, save(model P0) /* > */title(Result of logit regression model) Iteration 0: log likelihood = -23833.094 Iteration 1: log likelihood = -19006.753 Iteration 2: log likelihood = -18991.467 Iteration 3: log likelihood = -18991.436 Iteration 4: log likelihood = -18991.436 Logistic regression Number of obs = 35389 LR chi2(13) = 9683.32 Prob > chi2 = 0.0000 Log likelihood = -18991.436 Pseudo R2 = 0.2031 ------------------------------------------------------------------------------ P0 | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- HSt | 1 | -.1834493 .0806193 -2.28 0.023 -.3414602 -.0254384 2 | -.2164789 .0486484 -4.45 0.000 -.311828 -.1211298 3 | .1595612 .0337313 4.73 0.000 .0934491 .2256733 4 | .6749044 .0746607 9.04 0.000 .5285721 .8212367 5 | -.1858538 .0321069 -5.79 0.000 -.2487822 -.1229255 | CA | 55 | -.1466907 .029836 -4.92 0.000 -.2051682 -.0882132 105 | -.0414387 .0345515 -1.20 0.230 -.1091585 .026281 | EL | 1 | -.1636362 .0296854 -5.51 0.000 -.2218185 -.1054538 2 | -.873124 .051352 -17.00 0.000 -.9737722 -.7724759 3 | -1.475804 .1753633 -8.42 0.000 -1.81951 -1.132098 | 1.OD | .2411878 .0300474 8.03 0.000 .182296 .3000796 1.HHS | -.7180766 .0288756 -24.87 0.000 -.7746718 -.6614814 MN | .8933314 .012047 74.15 0.000 .8697198 .9169431 _cons | -1.647427 .0364706 -45.17 0.000 -1.718908 -1.575946 ------------------------------------------------------------------------------ (note: file model P0.doc not found) Click to Open File: model P0.doc . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . asdoc estat summarize, save(Descrptive stat model logit) /* > */title(Descriptive statistics of logit regression) ------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 5 base\Article_5.log log type: text opened on: 6 Sep 2019, 11:34:17 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . asdoc tab Shock HSt, row column chi2 all +-------------------+ | Key | |-------------------| | frequency | | column percentage | +-------------------+ | Households coping strategy Shock | 0 1 2 3 4 5 | Total -----------+------------------------------------------------------------------+---------- 10 | 6,880 672 1,888 5,355 586 6,158 | 21,539 | 54.25 65.18 65.60 65.75 64.82 59.80 | 59.94 -----------+------------------------------------------------------------------+---------- 11 | 2,122 135 405 1,167 0 1,798 | 5,627 | 16.73 13.09 14.07 14.33 0.00 17.46 | 15.66 -----------+------------------------------------------------------------------+---------- 12 | 2,067 46 360 812 138 1,351 | 4,774 | 16.30 4.46 12.51 9.97 15.27 13.12 | 13.29 -----------+------------------------------------------------------------------+---------- 13 | 1,612 178 225 810 180 990 | 3,995 | 12.71 17.26 7.82 9.95 19.91 9.61 | 11.12 -----------+------------------------------------------------------------------+---------- Total | 12,681 1,031 2,878 8,144 904 10,297 | 35,935 | 100.00 100.00 100.00 100.00 100.00 100.00 | 100.00 Pearson chi2(15) = 733.2854 Pr = 0.000 likelihood-ratio chi2(15) = 882.4703 Pr = 0.000 Cramér's V = 0.0825 gamma = -0.0750 ASE = 0.007 Kendall's tau-b = -0.0489 ASE = 0.005 Click to Open File: Myfile.doc . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . asdoc dprobit CSt i.HeS i.NaS i.EcS i.CcS i.CA i.EL i.OD i.HHS MN, save(model3) ------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 5 base\Article_5.log log type: text opened on: 10 Sep 2019, 09:18:17 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . asdoc dprobit CSt i.HeS i.NaS i.EcS i.CcS i.CA i.EL i.OD i.HHS MN, save(model2) (File model2.doc already exists, option append was assumed) ------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 5 base\Article_5.log log type: text opened on: 11 Sep 2019, 11:43:53 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab Shocks q331_txt | premier choc Shocks | 1 10 11 12 13 14 | Total -----------+------------------------------------------------------------------+---------- 1 | 2,609 0 0 0 0 0 | 21,539 2 | 0 0 0 0 405 0 | 5,627 3 | 0 0 179 0 0 2,165 | 4,774 4 | 0 585 0 534 0 0 | 3,995 -----------+------------------------------------------------------------------+---------- Total | 2,609 585 179 534 405 2,165 | 35,935 | premier choc Shocks | 15 16 17 18 19 2 | Total -----------+------------------------------------------------------------------+---------- 1 | 0 0 0 3,773 0 0 | 21,539 2 | 0 0 0 0 0 1,483 | 5,627 3 | 1,034 315 90 0 181 0 | 4,774 4 | 0 0 0 0 0 0 | 3,995 -----------+------------------------------------------------------------------+---------- Total | 1,034 315 90 3,773 181 1,483 | 35,935 | premier choc Shocks | 20 21 22 23 24 25 | Total -----------+------------------------------------------------------------------+---------- 1 | 0 7,466 1,883 5,719 0 0 | 21,539 2 | 0 0 0 0 0 0 | 5,627 3 | 135 0 0 0 585 0 | 4,774 4 | 0 0 0 0 0 1,347 | 3,995 -----------+------------------------------------------------------------------+---------- Total | 135 7,466 1,883 5,719 585 1,347 | 35,935 | premier choc Shocks | 3 4 5 6 7 8 | Total -----------+------------------------------------------------------------------+---------- 1 | 0 0 0 0 0 89 | 21,539 2 | 0 1,303 1,305 0 1,131 0 | 5,627 3 | 90 0 0 0 0 0 | 4,774 4 | 0 0 0 450 0 0 | 3,995 -----------+------------------------------------------------------------------+---------- Total | 90 1,303 1,305 450 1,131 89 | 35,935 | premier | choc Shocks | 9 | Total -----------+-----------+---------- 1 | 0 | 21,539 2 | 0 | 5,627 3 | 0 | 4,774 4 | 1,079 | 3,995 -----------+-----------+---------- Total | 1,079 | 35,935 . _txt unrecognized command: _txt r(199); end of do-file r(199); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . asdoc tab Shocks q331_txt (File Myfile.doc already exists, option append was assumed) option matcol() not allowed r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen q331A=q331_txt . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . asdoc tab Shocks q331A (File Myfile.doc already exists, option append was assumed) option matcol() not allowed r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . asdoc tab Shocks q331A option matcol() not allowed r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . asdoc tab q331a est-ce que le 1er choc | a créé pour votre | ménage une diminution | ou une perte de | Freq. Percent Cum. ------------------------+----------------------------------- revenu | 19,708 50.32 50.32 actifs/biens | 2,915 7.44 57.76 revenus et actifs/biens | 11,005 28.10 85.86 pas de changement | 5,537 14.14 100.00 ------------------------+----------------------------------- Total | 39,165 100.00 Click to Open File: Myfile.doc . end of do-file . exit, clear ------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 5 base\Article_5.log log type: text opened on: 12 Sep 2019, 09:44:09 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . gen Cov=1 if NaS==1 (319960 missing values generated) . replace Cov=1 if EcS==1 (4774 real changes made) . replace Cov=0 if HeS==1 (21539 real changes made) . replace Cov=0 if CcS==1 (3995 real changes made) . label variable Cov "Shock is covariate" . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab Cov Shock is | covariate | Freq. Percent Cum. ------------+----------------------------------- 0 | 25,534 71.06 71.06 1 | 10,401 28.94 100.00 ------------+----------------------------------- Total | 35,935 100.00 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . asdoc tab Cov HSt, row column chi2 all (File Myfile.doc already exists, option append was assumed) +-------------------+ | Key | |-------------------| | frequency | | column percentage | +-------------------+ Shock is | Households coping strategy covariate | 0 1 2 3 4 5 | Total -----------+------------------------------------------------------------------+---------- 0 | 8,492 850 2,113 6,165 766 7,148 | 25,534 | 66.97 82.44 73.42 75.70 84.73 69.42 | 71.06 -----------+------------------------------------------------------------------+---------- 1 | 4,189 181 765 1,979 138 3,149 | 10,401 | 33.03 17.56 26.58 24.30 15.27 30.58 | 28.94 -----------+------------------------------------------------------------------+---------- Total | 12,681 1,031 2,878 8,144 904 10,297 | 35,935 | 100.00 100.00 100.00 100.00 100.00 100.00 | 100.00 Pearson chi2(5) = 357.0227 Pr = 0.000 likelihood-ratio chi2(5) = 374.9886 Pr = 0.000 Cramér's V = 0.0997 gamma = -0.0520 ASE = 0.009 Kendall's tau-b = -0.0283 ASE = 0.005 Click to Open File: Myfile.doc . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . catplot HSt Cov, blabel(bar) . end of do-file . graph save Graph "D:\These doctorale relance\First article\Article 5\Graph Cov.gph" (file D:\These doctorale relance\First article\Article 5\Graph Cov.gph saved) . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . save Article_5.dta, replace file Article_5.dta saved . log close name: log: D:\Essaie estimation stata\Article 5 base\Article_5.log log type: text closed on: 12 Sep 2019, 11:15:40 ------------------------------------------------------------------------------------------- ------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 5 base\Article_5.log log type: text opened on: 12 Sep 2019, 16:45:22 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . tab HSt Shock, row column chi2 all +-------------------+ | Key | |-------------------| | frequency | | row percentage | | column percentage | +-------------------+ Households | coping | Shock strategy | 10 11 12 13 | Total -----------+--------------------------------------------+---------- 0 | 6,880 2,122 2,067 1,612 | 12,681 | 54.25 16.73 16.30 12.71 | 100.00 | 31.94 37.71 43.30 40.35 | 35.29 -----------+--------------------------------------------+---------- 1 | 672 135 46 178 | 1,031 | 65.18 13.09 4.46 17.26 | 100.00 | 3.12 2.40 0.96 4.46 | 2.87 -----------+--------------------------------------------+---------- 2 | 1,888 405 360 225 | 2,878 | 65.60 14.07 12.51 7.82 | 100.00 | 8.77 7.20 7.54 5.63 | 8.01 -----------+--------------------------------------------+---------- 3 | 5,355 1,167 812 810 | 8,144 | 65.75 14.33 9.97 9.95 | 100.00 | 24.86 20.74 17.01 20.28 | 22.66 -----------+--------------------------------------------+---------- 4 | 586 0 138 180 | 904 | 64.82 0.00 15.27 19.91 | 100.00 | 2.72 0.00 2.89 4.51 | 2.52 -----------+--------------------------------------------+---------- 5 | 6,158 1,798 1,351 990 | 10,297 | 59.80 17.46 13.12 9.61 | 100.00 | 28.59 31.95 28.30 24.78 | 28.65 -----------+--------------------------------------------+---------- Total | 21,539 5,627 4,774 3,995 | 35,935 | 59.94 15.66 13.29 11.12 | 100.00 | 100.00 100.00 100.00 100.00 | 100.00 Pearson chi2(15) = 733.2854 Pr = 0.000 likelihood-ratio chi2(15) = 882.4703 Pr = 0.000 Cramér's V = 0.0825 gamma = -0.0750 ASE = 0.007 Kendall's tau-b = -0.0489 ASE = 0.005 . catplot Shock HSt . end of do-file . exit, clear ------------------------------------------------------------------------------------------- name: log: D:\Essaie estimation stata\Article 5 base\Article_5.log log type: text opened on: 13 Sep 2019, 09:57:52 . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit CSt i.HeS i.NaS i.EcS i.CcS i.CA i.EL i.OD i.HHS MN, save(model2) option save() not allowed r(198); end of do-file r(198); . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . probit CSt i.HeS i.NaS i.EcS i.CcS i.CA i.EL i.OD i.HHS MN Iteration 0: log likelihood = -22832.773 Iteration 1: log likelihood = -22566.776 Iteration 2: log likelihood = -22566.723 Iteration 3: log likelihood = -22566.723 Probit regression Number of obs = 35389 LR chi2(12) = 532.10 Prob > chi2 = 0.0000 Log likelihood = -22566.723 Pseudo R2 = 0.0117 ------------------------------------------------------------------------------ CSt | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- 1.HeS | .0912119 .0258058 3.53 0.000 .0406335 .1417903 1.NaS | -.0800286 .0298772 -2.68 0.007 -.1385869 -.0214703 1.EcS | -.2048187 .0312799 -6.55 0.000 -.2661262 -.1435112 1.CcS | -.1405981 .0321045 -4.38 0.000 -.2035217 -.0776746 | CA | 55 | .194089 .0163202 11.89 0.000 .162102 .2260759 105 | .1964309 .0192124 10.22 0.000 .1587753 .2340866 | EL | 1 | -.0055904 .0165287 -0.34 0.735 -.0379861 .0268052 2 | .0703796 .0246069 2.86 0.004 .022151 .1186082 3 | -.2264416 .0644714 -3.51 0.000 -.3528032 -.10008 | 1.OD | .0695377 .0163045 4.26 0.000 .0375814 .1014939 1.HHS | -.0536161 .0157673 -3.40 0.001 -.0845195 -.0227127 MN | -.0191476 .005131 -3.73 0.000 -.0292042 -.009091 _cons | .3122525 .0275353 11.34 0.000 .2582842 .3662207 ------------------------------------------------------------------------------ . end of do-file . do "C:\Users\HP250~1\AppData\Local\Temp\STD00000000.tmp" . asdoc listcoef, help save(coef3)