The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 525 LR chi2(52) = 527.91 Prob > chi2 = 0.0000 Log likelihood = -448.36782 Pseudo R2 = 0.3706 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- prd | _Iretnat_1 | .6649398 .3447042 -0.79 0.431 .2407245 1.836726 _Iretnat_3 | 4.790876 3.221659 2.33 0.020 1.282385 17.89829 age | .9599107 .0163831 -2.40 0.017 .9283315 .992564 male | .9678686 .444728 -0.07 0.943 .3932748 2.381973 income | 1.767618 .4532993 2.22 0.026 1.069303 2.921972 edulevel | .9373367 .1631514 -0.37 0.710 .6664027 1.318422 notrelig | 1.195929 .3847918 0.56 0.578 .6365466 2.246884 urban | 1.47761 .4688095 1.23 0.218 .7934039 2.751853 occupa2 | .4029722 .2233457 -1.64 0.101 .1359879 1.194126 occupa3 | 1.437304 1.039732 0.50 0.616 .3481749 5.933345 demsat | 1.340925 .4222672 0.93 0.352 .7233609 2.485732 lrself | .3164618 .0575832 -6.32 0.000 .2215324 .4520697 eusup | .6246157 .1343428 -2.19 0.029 .4097659 .9521163 -------------+---------------------------------------------------------------- exleft | _Iretnat_1 | .9097715 .4499775 -0.19 0.848 .3450832 2.398506 _Iretnat_3 | 4.468279 3.001794 2.23 0.026 1.197574 16.67164 age | .9932197 .0155408 -0.43 0.664 .9632227 1.024151 male | .9791376 .4313752 -0.05 0.962 .4128886 2.321959 income | 1.174082 .2617599 0.72 0.472 .7584453 1.817492 edulevel | .92696 .1730776 -0.41 0.685 .6428782 1.336575 notrelig | .9925327 .2921002 -0.03 0.980 .5574912 1.767061 urban | 1.046029 .3020697 0.16 0.876 .5939311 1.842263 occupa2 | .3816952 .2112409 -1.74 0.082 .1290142 1.129265 occupa3 | 1.072007 .7128415 0.10 0.917 .2911943 3.946502 demsat | 1.487169 .4503709 1.31 0.190 .821456 2.692379 lrself | .1250695 .0243219 -10.69 0.000 .085432 .1830974 eusup | .4375241 .0913367 -3.96 0.000 .2906075 .6587145 -------------+---------------------------------------------------------------- psp | _Iretnat_1 | .8786106 .2763543 -0.41 0.681 .4743111 1.627532 _Iretnat_3 | 3.288141 1.720773 2.27 0.023 1.178945 9.1708 age | .9944911 .009843 -0.56 0.577 .975385 1.013971 male | 1.242645 .3480538 0.78 0.438 .7176835 2.151597 income | 1.173091 .1777677 1.05 0.292 .8716504 1.578778 edulevel | .7813639 .0920651 -2.09 0.036 .6202397 .9843446 notrelig | 1.028042 .1883321 0.15 0.880 .7179183 1.472132 urban | .8631064 .1642075 -0.77 0.439 .5944587 1.253161 occupa2 | .663689 .2354221 -1.16 0.248 .3311529 1.33015 occupa3 | 1.212252 .5470068 0.43 0.670 .5006146 2.935501 demsat | 1.065091 .2287153 0.29 0.769 .6992006 1.622452 lrself | .3498795 .0391186 -9.39 0.000 .2810277 .4356 eusup | .9809834 .1542997 -0.12 0.903 .7207347 1.335205 -------------+---------------------------------------------------------------- christ | _Iretnat_1 | 1.239999 .682748 0.39 0.696 .4214504 3.648346 _Iretnat_3 | .2572267 .317405 -1.10 0.271 .0229074 2.888396 age | 1.017194 .014218 1.22 0.223 .9897059 1.045446 male | 1.021537 .4565491 0.05 0.962 .425434 2.45288 income | 1.258567 .2773388 1.04 0.297 .8171554 1.938419 edulevel | 1.035878 .1975392 0.18 0.853 .7128316 1.505326 notrelig | 1.433141 .4064228 1.27 0.204 .8220485 2.498504 urban | .7752463 .2315773 -0.85 0.394 .4316915 1.392214 occupa2 | .7157405 .3894088 -0.61 0.539 .2464037 2.079045 occupa3 | .4736561 .3064094 -1.16 0.248 .1332965 1.683091 demsat | 1.714475 .589168 1.57 0.117 .8742212 3.362334 lrself | 2.17526 .3664885 4.61 0.000 1.563509 3.026369 eusup | 1.268928 .37309 0.81 0.418 .7131272 2.257913 ------------------------------------------------------------------------------ (Outcome vote==psd is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [prd]_Iretnat_1 = 0 ( 2) [exleft]_Iretnat_1 = 0 ( 3) [psp]_Iretnat_1 = 0 ( 4) [christ]_Iretnat_1 = 0 ( 5) [prd]_Iretnat_3 = 0 ( 6) [exleft]_Iretnat_3 = 0 ( 7) [psp]_Iretnat_3 = 0 ( 8) [christ]_Iretnat_3 = 0 chi2( 8) = 12.15 Prob > chi2 = 0.1446 vote | Freq. Percent Cum. ------------+----------------------------------- prd | 34 6.48 6.48 exleft | 76 14.48 20.95 psp | 166 31.62 52.57 psd | 217 41.33 93.90 christ | 32 6.10 100.00 ------------+----------------------------------- Total | 525 100.00 > .82 .83 .84 .85 .86 .87 .88 .89 .9 .9 .91 .92 .93 .94 .95 .96 .97 .98 .99 1 These are the following stats: test: test that the coeffcients on retnat are jointly 0 in each equation seperately freq: the sample frequencies of people voting for each party pred-value: mean predicted probability of voting for each party, for the sample worse: mean predicted probability of voting for each party (for the sample) when retnat gets worse by one category better: mean predicted probability of voting for each party (for the sample) when retnat gets worse by one category party test freq pv worse better all_neutral all_worse all_better -------------------------------------------------------------------------------- 5 .0141052 .0647619 .0659648 .0885332 .0544556 .0677805 .1122992 .0513217 10 .0400832 .1447619 .1351129 .1416743 .1306089 .1282431 .1532266 .1320018 20 .0378366 .3161905 .3231182 .3574618 .3143752 .3232092 .4134735 .3140831 30 . .4133333 .4203261 .3724188 .4372267 .426755 .3057285 .4382613 60 .4024482 .0609524 .055478 .0399119 .0633335 .0540122 .0152721 .0643321 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 5 .0659648 .0727305 .0438211 .0165582 .1848149 10 .1351129 .1904626 .0487898 .1059664 .2937416 20 .3231182 .304857 .0729141 .1788865 .462747 30 .4203261 .3663207 .071832 .2276975 .5042749 60 .055478 .0656292 .0356084 .0187462 .1530601 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 5 .0885332 .0296558 .0382557 -.0407755 .1160968 10 .1416743 .0079175 .0341457 -.0573139 .0775665 20 .3574618 .0198709 .0635217 -.1008752 .1507185 30 .3724188 -.0440383 .0635019 -.1711312 .0824888 60 .0399119 -.0134059 .0278539 -.0794271 .0353886 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 5 .0544556 -.0246878 .0398642 -.1153564 .0541658 10 .1306089 -.0122338 .0502654 -.110986 .0848552 20 .3143752 -.0125873 .0657335 -.1521057 .1152047 30 .4372267 .0348151 .0522464 -.0652872 .1456164 60 .0633335 .0146937 .0195247 -.0227035 .0579224 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 5 .1122992 .0519106 .0533458 -.0324477 .1825083 10 .1532266 .023797 .0431327 -.0532749 .1122479 20 .4134735 .0687384 .0885735 -.0967406 .252503 30 .3057285 -.1096739 .0883515 -.2970491 .0546925 60 .0152721 -.0347721 .0402001 -.1201072 .0529793 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 5 .0513217 -.0137237 .0288697 -.0782823 .0473403 10 .1320018 .0034054 .0350033 -.0680427 .0739821 20 .3140831 -.0022562 .0514881 -.1109445 .0983277 30 .4382613 .0029224 .0506559 -.1012401 .1026297 60 .0643321 .0096521 .0242365 -.0329773 .0653711 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 5 .0755103 .0448892 .0192097 .1883799 10 .1922957 .0491382 .1115758 .297786 20 .3150477 .0708142 .1894037 .4640108 30 .3894262 .0624037 .2743779 .5154959 60 .0681409 .0351607 .0210193 .1548012 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 5 .0261084 .0414287 -.0484634 .1200895 10 .0070834 .0352531 -.0651842 .0778523 20 .0213194 .0591297 -.0984141 .1353748 30 -.0335259 .0555341 -.1584155 .0729042 60 -.013444 .030612 -.0827568 .0498677 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 5 -.0261774 .0433267 -.1193114 .0594499 10 -.0113868 .0518643 -.1112802 .0946689 20 -.018331 .0607099 -.1333289 .1045144 30 .0318327 .0501194 -.0609633 .1465929 60 .014456 .0223394 -.0333807 .0624821 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 5 .0216712 .049035 -.0631502 .1344964 10 .0265861 .043777 -.0489087 .1185344 20 -.0067053 .0710145 -.1336038 .1369152 30 -.1245984 .0707019 -.2638064 .016843 60 -.0333566 .0422002 -.1239487 .0562572 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 5 -.0278733 .0369178 -.1127125 .0429096 10 .0070253 .0364568 -.0617785 .0929609 20 -.0348973 .0522592 -.1318532 .0805503 30 -.0084224 .0464464 -.0935195 .1034098 60 .0107307 .0273664 -.0431437 .0731571