The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 565 LR chi2(52) = 496.08 Prob > chi2 = 0.0000 Log likelihood = -534.51134 Pseudo R2 = 0.3170 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lib | _Iretnat_1 | 1.964424 .6844401 1.94 0.053 .9923425 3.88874 _Iretnat_3 | .9613014 .3490375 -0.11 0.913 .4718436 1.958489 age | .9867571 .0102181 -1.29 0.198 .9669318 1.006989 male | .9817892 .2970847 -0.06 0.952 .5425612 1.776592 edulevel | 1.300274 .1636574 2.09 0.037 1.016013 1.664065 relig | 1.023541 .0553818 0.43 0.667 .9205525 1.138052 urban | .8708774 .1658579 -0.73 0.468 .599579 1.264933 occupa2 | 5.617127 2.061552 4.70 0.000 2.735982 11.53228 occupa3 | 1.581247 .6671009 1.09 0.277 .6916594 3.614989 demsat | .613013 .1307939 -2.29 0.022 .403511 .931288 lrself | 1.856703 .1460025 7.87 0.000 1.591505 2.166093 eusup | 1.182109 .2088081 0.95 0.344 .836182 1.671144 region | .6226156 .1978642 -1.49 0.136 .3339737 1.160721 -------------+---------------------------------------------------------------- flemish | _Iretnat_1 | 2.238552 1.133281 1.59 0.111 .8299294 6.038001 _Iretnat_3 | .9491454 .5259207 -0.09 0.925 .3203927 2.81179 age | .9873121 .016651 -0.76 0.449 .9552103 1.020493 male | 1.692542 .7656015 1.16 0.245 .6974426 4.107433 edulevel | 1.608615 .3286618 2.33 0.020 1.077805 2.400845 relig | 1.199482 .0971517 2.25 0.025 1.023413 1.405842 urban | .8436275 .2509258 -0.57 0.568 .4709471 1.511226 occupa2 | 5.62156 3.113606 3.12 0.002 1.898466 16.64603 occupa3 | 2.125577 1.422106 1.13 0.260 .5727762 7.888035 demsat | 1.51106 .4548996 1.37 0.170 .8375873 2.726045 lrself | 1.462814 .1553756 3.58 0.000 1.187893 1.801363 eusup | .4806247 .1067344 -3.30 0.001 .3110113 .7427388 region | 10.73147 7.3965 3.44 0.001 2.779597 41.43208 -------------+---------------------------------------------------------------- green | _Iretnat_1 | 4.334023 2.641628 2.41 0.016 1.312429 14.31221 _Iretnat_3 | .8524798 .576217 -0.24 0.813 .2266371 3.206543 age | .899165 .0251152 -3.81 0.000 .8512632 .9497623 male | .5541631 .2831564 -1.16 0.248 .2035663 1.508584 edulevel | 1.440287 .2962528 1.77 0.076 .962421 2.155424 relig | 1.096424 .1014622 0.99 0.320 .9145535 1.314462 urban | 1.2214 .410827 0.59 0.552 .6317566 2.36138 occupa2 | 14.78942 12.12916 3.28 0.001 2.96388 73.79754 occupa3 | 3.709061 3.683331 1.32 0.187 .5296234 25.97531 demsat | 2.178694 .7776557 2.18 0.029 1.082358 4.385521 lrself | 1.005213 .141488 0.04 0.971 .7628655 1.32455 eusup | 1.347823 .3928254 1.02 0.306 .7612874 2.386256 region | 2.351023 1.309095 1.54 0.125 .7893893 7.002004 -------------+---------------------------------------------------------------- christ | _Iretnat_1 | 1.95822 .7161652 1.84 0.066 .9562205 4.010191 _Iretnat_3 | 1.422971 .5231453 0.96 0.337 .6922416 2.925057 age | 1.012936 .0113596 1.15 0.252 .9909141 1.035447 male | 1.284734 .3993623 0.81 0.420 .6985789 2.362713 edulevel | 1.600424 .2242749 3.36 0.001 1.216052 2.106289 relig | 1.428957 .0859213 5.94 0.000 1.270099 1.607684 urban | .9710968 .1958043 -0.15 0.884 .6540831 1.441757 occupa2 | 4.281097 1.716801 3.63 0.000 1.950775 9.395134 occupa3 | 1.698629 .7375766 1.22 0.222 .725255 3.97838 demsat | .6811906 .1507891 -1.73 0.083 .4414137 1.051215 lrself | 1.988335 .1692807 8.07 0.000 1.682755 2.349407 eusup | .7980976 .1427493 -1.26 0.207 .5620933 1.133192 region | 1.504129 .5169214 1.19 0.235 .7669271 2.949959 ------------------------------------------------------------------------------ (Outcome vote==soc is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [lib]_Iretnat_1 = 0 ( 2) [flemish]_Iretnat_1 = 0 ( 3) [green]_Iretnat_1 = 0 ( 4) [christ]_Iretnat_1 = 0 ( 5) [lib]_Iretnat_3 = 0 ( 6) [flemish]_Iretnat_3 = 0 ( 7) [green]_Iretnat_3 = 0 ( 8) [christ]_Iretnat_3 = 0 chi2( 8) = 11.58 Prob > chi2 = 0.1710 vote | Freq. Percent Cum. ------------+----------------------------------- soc | 195 34.51 34.51 lib | 140 24.78 59.29 flemish | 34 6.02 65.31 green | 26 4.60 69.91 christ | 170 30.09 100.00 ------------+----------------------------------- Total | 565 100.00 > .96 .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 -------------------------------------------------------------------------------- 20 . .3451327 .3536337 .3713571 .3082316 .3821864 .3689109 .2767283 40 .1092147 .2477876 .2386741 .2232357 .2572841 .2383394 .2111825 .2633195 50 .2154279 .060177 .065006 .0579505 .0745453 .0633022 .0549638 .0793122 55 .0214113 .0460177 .049201 .0362206 .0690659 .0401324 .0343569 .0840614 60 .1760932 .300885 .2934852 .3112362 .2908731 .2760396 .330586 .2965786 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .3536337 .3070427 .0568565 .1987835 .4240919 40 .2386741 .2682517 .0684592 .1492643 .4189946 50 .065006 .0578386 .0364958 .013933 .1573859 55 .049201 .0554785 .0376671 .0122059 .1556776 60 .2934852 .3113885 .0628491 .1914075 .4401059 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .3713571 .0227822 .0422636 -.0578638 .1138023 40 .2232357 -.0173636 .0509709 -.1256611 .0851534 50 .0579505 -.0071214 .0280604 -.0660567 .057998 55 .0362206 -.0166073 .0323493 -.0958055 .0440613 60 .3112362 .0183101 .0466847 -.0812898 .111247 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .3082316 -.0576346 .0487302 -.1637474 .0324576 40 .2572841 .0194493 .0493609 -.0730791 .1293625 50 .0745453 .0138189 .0307478 -.0455632 .0916638 55 .0690659 .0324004 .0362126 -.0210876 .1212636 60 .2908731 -.008034 .0427847 -.0929209 .0848397 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .3689109 -.01256 .0430611 -.0996025 .0771135 40 .2111825 -.0229993 .0506992 -.1329287 .0820763 50 .0549638 -.0053819 .0255728 -.0562947 .0572291 55 .0343569 -.0049235 .0277494 -.0688875 .0541947 60 .330586 .0458646 .0501027 -.0632229 .1465998 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .2767283 -.0893966 .0453438 -.1890104 -.0104015 40 .2633195 .0197485 .0497541 -.0712698 .1289354 50 .0793122 .0144875 .0297228 -.0398254 .0915668 55 .0840614 .0399403 .0357296 -.0069161 .1306941 60 .2965786 .0152203 .0438049 -.0703498 .107455 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .3162763 .0566049 .2107042 .4309047 40 .2770742 .0658939 .1602532 .4199078 50 .0603729 .0370716 .0153673 .1590327 55 .0569112 .0344834 .0134912 .1438444 60 .3201344 .0617406 .204692 .4472551 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .0285233 .0384611 -.0443681 .1115915 40 -.0305587 .0448628 -.1196178 .0617719 50 -.0102488 .0255513 -.0683769 .0416399 55 -.0200431 .0259496 -.0828266 .0297151 60 .0106451 .0404223 -.0689709 .0984639 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 -.0623789 .0429019 -.1550164 .0188698 40 .0235852 .0396973 -.0606942 .1054727 50 .0109504 .0261069 -.0438731 .0729971 55 .026455 .029506 -.0218153 .1011949 60 -.0066539 .0364832 -.086049 .0663263 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 -.0087713 .0383362 -.0896381 .0676545 40 -.0411306 .0457922 -.1355063 .0459789 50 -.0096645 .0251376 -.0674295 .0409557 55 -.0080637 .0228821 -.0599687 .0371704 60 .0403479 .0434184 -.047062 .1288289 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 -.097124 .0405944 -.1918642 -.0284792 40 .0162571 .0398554 -.0736476 .0960439 50 .0103816 .0241737 -.040806 .0682873 55 .0349805 .029679 -.014769 .1117784 60 .0164034 .0372505 -.0691791 .0902842