The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 689 LR chi2(36) = 387.52 Prob > chi2 = 0.0000 Log likelihood = -590.22115 Pseudo R2 = 0.2471 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- fdp | _Iretnat_1 | 1.221605 .4835153 0.51 0.613 .5623707 2.653623 _Iretnat_3 | .9473997 .393646 -0.13 0.897 .4196214 2.13899 age | 1.007063 .0116765 0.61 0.544 .9844361 1.030211 male | 1.176993 .3937394 0.49 0.626 .6109724 2.26739 edulevel | 1.355632 .188114 2.19 0.028 1.032821 1.779338 relginx | 1.283512 .3384523 0.95 0.344 .7654991 2.152065 urban | .8425305 .1710034 -0.84 0.399 .5660077 1.254148 occupa2 | 3.009749 1.76285 1.88 0.060 .9549272 9.486159 occupa3 | 2.37171 1.490935 1.37 0.170 .6917802 8.131208 demsat | .8301866 .2432993 -0.64 0.525 .4674312 1.474463 lrself | 1.450024 .1319457 4.08 0.000 1.213164 1.733128 eusup | 1.09715 .1848615 0.55 0.582 .7885784 1.526466 -------------+---------------------------------------------------------------- green | _Iretnat_1 | .5109179 .2332817 -1.47 0.141 .2087845 1.250271 _Iretnat_3 | .6106237 .2186967 -1.38 0.168 .3026309 1.232066 age | .9266053 .012561 -5.62 0.000 .9023104 .9515544 male | .688631 .2141855 -1.20 0.230 .3743144 1.266883 edulevel | 1.647832 .2223919 3.70 0.000 1.264836 2.146799 relginx | 1.202253 .3681929 0.60 0.548 .6596493 2.191181 urban | 1.108211 .2232678 0.51 0.610 .7466784 1.644794 occupa2 | 1.150991 .4886572 0.33 0.740 .5008312 2.645163 occupa3 | 1.464373 .6724201 0.83 0.406 .5953761 3.601736 demsat | 1.899165 .4517476 2.70 0.007 1.19149 3.027157 lrself | .8016119 .0811058 -2.19 0.029 .657417 .9774339 eusup | 1.122423 .1736145 0.75 0.455 .8288845 1.519914 -------------+---------------------------------------------------------------- christ | _Iretnat_1 | 1.209264 .3045313 0.75 0.451 .7381785 1.980983 _Iretnat_3 | .736184 .2021725 -1.12 0.265 .4297614 1.261088 age | 1.005409 .0076475 0.71 0.478 .9905312 1.02051 male | .839316 .1797096 -0.82 0.413 .5516594 1.276968 edulevel | 1.195841 .11331 1.89 0.059 .9931603 1.439885 relginx | 1.748209 .2910137 3.36 0.001 1.261534 2.422634 urban | .8024915 .1033504 -1.71 0.088 .6234718 1.032914 occupa2 | 1.449828 .4257397 1.26 0.206 .8153848 2.577926 occupa3 | .9932466 .3287507 -0.02 0.984 .5191841 1.900172 demsat | .6463184 .1238948 -2.28 0.023 .4438917 .9410571 lrself | 1.906162 .1190734 10.33 0.000 1.686503 2.15443 eusup | .9399998 .0951515 -0.61 0.541 .7708411 1.14628 ------------------------------------------------------------------------------ (Outcome vote==soc is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [fdp]_Iretnat_1 = 0 ( 2) [green]_Iretnat_1 = 0 ( 3) [christ]_Iretnat_1 = 0 ( 4) [fdp]_Iretnat_3 = 0 ( 5) [green]_Iretnat_3 = 0 ( 6) [christ]_Iretnat_3 = 0 chi2( 6) = 5.87 Prob > chi2 = 0.4384 vote | Freq. Percent Cum. ------------+----------------------------------- soc | 336 48.77 48.77 fdp | 47 6.82 55.59 green | 73 10.60 66.18 christ | 233 33.82 100.00 ------------+----------------------------------- Total | 689 100.00 > .94 .95 .96 .96 .97 .98 .99 .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 -------------------------------------------------------------------------------- 20 . .4876633 .4829579 .5180634 .467673 .4686478 .5314949 .4727268 40 .844433 .0682148 .0688011 .0706967 .0731284 .0651416 .0725201 .0759847 50 .2026956 .1059507 .1114574 .1037139 .0959258 .1303697 .0987717 .0807423 60 .2951722 .3381713 .3367835 .307526 .3632728 .3358408 .2972133 .3705462 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .4829579 .49143 .0647506 .3644769 .6171326 40 .0688011 .073221 .0370749 .0261259 .167405 50 .1114574 .1220878 .0402148 .0587071 .2100034 60 .3367835 .3132612 .0509437 .2202163 .4162229 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .5180634 .0478383 .0477839 -.0435557 .1446307 40 .0706967 .0056031 .0321828 -.0526401 .0792511 50 .1037139 -.01722 .0265858 -.0738619 .0313338 60 .307526 -.0362214 .0416561 -.1215535 .0397124 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .467673 -.0164504 .0518327 -.1239092 .0815464 40 .0731284 .0070342 .0312717 -.0467902 .0796233 50 .0959258 -.0233708 .0346977 -.090594 .0429196 60 .3632728 .032787 .0369472 -.0347822 .1095607 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .5314949 .0582813 .0479605 -.0366135 .1527573 40 .0725201 .012288 .0324167 -.040398 .093812 50 .0987717 -.0323231 .0279107 -.094254 .0151449 60 .2972133 -.0382462 .0436616 -.1274135 .041557 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .4727268 -.0014669 .0533625 -.1136987 .0964052 40 .0759847 .0141696 .0331995 -.035032 .0970189 50 .0807423 -.0475465 .0340413 -.1177115 .0133426 60 .3705462 .0348438 .0378275 -.033718 .113884 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .4957133 .0590725 .3840899 .611156 40 .0754775 .0383037 .0261441 .1728718 50 .1223043 .0392134 .060718 .2108225 60 .3206007 .0516651 .228759 .4273393 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .0435562 .043825 -.0411448 .13222 40 .0026187 .0319746 -.0562293 .0737439 50 -.0138546 .0275664 -.0686232 .0416585 60 -.0357951 .0398922 -.1132809 .0456784 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 -.0236935 .0432653 -.1137715 .0605406 40 .0085087 .0293282 -.050666 .0726101 50 -.0246288 .0342813 -.09681 .0419433 60 .0336723 .0365836 -.0417028 .108061 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .0557308 .044702 -.0292344 .1451418 40 .0095988 .0326678 -.0447177 .0873423 50 -.0277758 .0291679 -.088038 .0280542 60 -.0358219 .0407786 -.1136825 .0453366 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 -.0111837 .0432226 -.1029653 .0743529 40 .0156786 .0294018 -.0386543 .0867551 50 -.0465628 .0331336 -.1204711 .0148559 60 .0358289 .0379321 -.0439231 .1145835