The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 379 LR chi2(52) = 329.39 Prob > chi2 = 0.0000 Log likelihood = -408.55944 Pseudo R2 = 0.2873 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lib | _Iretnat_1 | 2.485794 1.228324 1.84 0.065 .943745 6.547501 _Iretnat_3 | .6463535 .2695598 -1.05 0.295 .2854165 1.463731 age | 1.031039 .0134274 2.35 0.019 1.005055 1.057695 male | .8279687 .3015669 -0.52 0.604 .4054946 1.690607 edulevel | 1.320298 .2150271 1.71 0.088 .9594963 1.816774 relginx | .4819928 .1995147 -1.76 0.078 .2141394 1.084887 urban | .6787518 .153522 -1.71 0.087 .4356962 1.057397 occupa2 | 2.525951 1.261951 1.85 0.064 .9487881 6.724819 occupa3 | 1.188627 .6392263 0.32 0.748 .4142685 3.410432 demsat | .9610692 .2081774 -0.18 0.855 .6286019 1.469378 lrself | 2.074057 .2085001 7.26 0.000 1.703144 2.525748 eusup | 1.063944 .2135304 0.31 0.757 .7179348 1.576712 bel_lang | 1.099193 .3909301 0.27 0.790 .5474473 2.207016 -------------+---------------------------------------------------------------- flemish | _Iretnat_1 | 2.390062 1.720653 1.21 0.226 .5829244 9.799551 _Iretnat_3 | .370556 .2496678 -1.47 0.141 .0989336 1.387918 age | 1.044247 .0248472 1.82 0.069 .9966656 1.0941 male | .7795342 .4474184 -0.43 0.664 .2530945 2.400974 edulevel | 2.21976 .677701 2.61 0.009 1.2202 4.038137 relginx | 1.093796 .5086248 0.19 0.847 .4396629 2.72115 urban | 1.765515 .6314037 1.59 0.112 .8759013 3.558671 occupa2 | .1896886 .1508078 -2.09 0.037 .0399311 .9010954 occupa3 | .2548886 .2077098 -1.68 0.093 .0516063 1.25892 demsat | .8699138 .3118473 -0.39 0.697 .4308607 1.756368 lrself | 1.17502 .1667482 1.14 0.256 .8897144 1.551816 eusup | .7825027 .2344497 -0.82 0.413 .4349636 1.407728 bel_lang | 2.21e-10 4.22e-10 -11.63 0.000 5.22e-12 9.35e-09 -------------+---------------------------------------------------------------- green | _Iretnat_1 | .8966335 .4688983 -0.21 0.835 .3217181 2.498932 _Iretnat_3 | .6278924 .245417 -1.19 0.234 .2918677 1.350779 age | .9713505 .0139852 -2.02 0.043 .9443232 .9991513 male | 1.241876 .4475394 0.60 0.548 .6128126 2.516685 edulevel | 1.922964 .3543871 3.55 0.000 1.339989 2.759566 relginx | 1.044973 .4152432 0.11 0.912 .4795802 2.276926 urban | 1.091885 .2487166 0.39 0.700 .6986905 1.706354 occupa2 | .7876464 .3543179 -0.53 0.596 .3261546 1.902125 occupa3 | .5424537 .2715009 -1.22 0.222 .203391 1.44675 demsat | 1.401234 .3046863 1.55 0.121 .9150067 2.145839 lrself | 1.029935 .0956 0.32 0.751 .858618 1.235434 eusup | .8920884 .1775374 -0.57 0.566 .603959 1.317675 bel_lang | .3386828 .1278615 -2.87 0.004 .1616005 .7098125 -------------+---------------------------------------------------------------- christ | _Iretnat_1 | 2.126345 1.03307 1.55 0.120 .8205087 5.510414 _Iretnat_3 | .2477003 .1161459 -2.98 0.003 .09881 .6209439 age | 1.030877 .0143677 2.18 0.029 1.003098 1.059425 male | .8711952 .3403296 -0.35 0.724 .4051318 1.873418 edulevel | .9627907 .1806517 -0.20 0.840 .6665275 1.390739 relginx | 1.632178 .5461638 1.46 0.143 .847103 3.144842 urban | .5185402 .129865 -2.62 0.009 .3173983 .84715 occupa2 | 1.21606 .6415824 0.37 0.711 .4323831 3.42012 occupa3 | .8880308 .4868402 -0.22 0.829 .3032344 2.600624 demsat | .4360302 .1073446 -3.37 0.001 .2691302 .7064323 lrself | 1.824586 .1946905 5.64 0.000 1.480259 2.249007 eusup | 1.055297 .2215291 0.26 0.798 .6993416 1.592428 bel_lang | 1.501107 .6046606 1.01 0.313 .6816151 3.305856 ------------------------------------------------------------------------------ (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) = 21.34 Prob > chi2 = 0.0063 vote | Freq. Percent Cum. ------------+----------------------------------- soc | 111 29.29 29.29 lib | 95 25.07 54.35 flemish | 22 5.80 60.16 green | 68 17.94 78.10 christ | 83 21.90 100.00 ------------+----------------------------------- Total | 379 100.00 > .86 .87 .88 .89 .91 .92 .93 .95 .96 .97 .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 . .292876 .2913585 .3620845 .2160002 .2616031 .390462 .1855219 40 .0294322 .2506596 .243685 .2381158 .2677244 .2182213 .2441318 .2955485 50 .0801697 .0580475 .0641613 .0474551 .0857681 .0659014 .0425 .095868 55 .4851425 .1794195 .1826571 .1975973 .1571337 .206165 .1970244 .1352437 60 .0003346 .2189974 .2181381 .1547473 .2733735 .2481092 .1258818 .287818 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .2913585 .259588 .0785546 .1185506 .4333516 40 .243685 .2791587 .0762186 .1458954 .4451008 50 .0641613 .0673575 .0472768 .0110198 .2014352 55 .1826571 .1739973 .0660052 .0696997 .3362726 60 .2181381 .2198986 .0685338 .1044924 .3806049 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .3620845 .0865564 .0590961 -.0271895 .2285014 40 .2381158 .009874 .0571443 -.1083434 .1221963 50 .0474551 -.0236467 .0387036 -.1180583 .0568016 55 .1975973 .0191604 .0543698 -.0859539 .1360917 60 .1547473 -.0919441 .0616684 -.2346656 .0169449 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .2160002 -.0851561 .0625903 -.2297285 .036063 40 .2677244 .0088402 .0623249 -.1048043 .1471939 50 .0857681 .0275324 .0350427 -.0380886 .1175067 55 .1571337 -.0334439 .0493715 -.1413263 .0657372 60 .2733735 .0822273 .0621443 -.0243626 .231873 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .390462 .1143138 .0636898 -.0173308 .2602503 40 .2441318 .0385404 .0600726 -.0787788 .1575916 50 .0425 -.0199722 .0301999 -.0966973 .0417707 55 .1970244 -.0064547 .0472836 -.1122774 .0864011 60 .1258818 -.1264274 .0659534 -.2823917 -.0255013 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .1855219 -.0609236 .0627885 -.2136971 .0481258 40 .2955485 .0606625 .0623384 -.0503538 .2097005 50 .095868 .0326147 .0423183 -.0484075 .13777 55 .1352437 -.070177 .0530381 -.1998837 .0183174 60 .287818 .0378234 .0616929 -.0875401 .1861498 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .2799967 .0738412 .1550145 .4495891 40 .2782064 .0768968 .1508502 .4563755 50 .066622 .0462218 .0118601 .1951544 55 .1830448 .0634208 .0823533 .3287173 60 .2230566 .0663774 .1195699 .3788066 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .097962 .0529967 .0124563 .2302165 40 .0000235 .0539823 -.095458 .125285 50 -.0264224 .0431579 -.1326663 .0619445 55 .0158788 .0490402 -.0671777 .1381001 60 -.0915611 .0563139 -.2170558 .0217967 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 -.0959325 .0535533 -.2207218 .0023627 40 .0235588 .058226 -.1073409 .1359555 50 .0296768 .0389182 -.0423678 .1272486 55 -.0311119 .0441581 -.1358123 .0588126 60 .08405 .0558636 -.0249096 .2124231 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .1355568 .0557528 .0575834 .278109 40 .0415152 .0524909 -.0320817 .1736188 50 -.0175676 .0329055 -.0896747 .0515728 55 -.0059766 .0424396 -.0735114 .0999226 60 -.125305 .0595439 -.251909 -.0116144 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 -.0435455 .0531153 -.1627746 .0803131 40 .0969208 .0607175 -.0282551 .2433541 50 .0387624 .0453501 -.0437499 .1624477 55 -.0592903 .0457059 -.1655103 .0415377 60 .0435725 .055317 -.0728572 .179643