The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 409 LR chi2(42) = 262.49 Prob > chi2 = 0.0000 Log likelihood = -415.90904 Pseudo R2 = 0.2399 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lib | _Iretnat_1 | 1.690696 1.835981 0.48 0.629 .201242 14.20406 _Iretnat_3 | 2.813283 1.431062 2.03 0.042 1.038064 7.624351 age | .9834215 .009543 -1.72 0.085 .9648944 1.002304 male | .9320238 .2982217 -0.22 0.826 .497813 1.744969 edulevel | 1.633535 .3512799 2.28 0.022 1.071725 2.48985 notrelig | .8317958 .1355116 -1.13 0.258 .6044267 1.144695 urban | .9154681 .1975357 -0.41 0.682 .5997561 1.397371 ownhome | 1.669134 .6304981 1.36 0.175 .7960837 3.499643 unionhld | .4262871 .1410635 -2.58 0.010 .2228587 .8154079 occupa2 | 1.24789 .4936439 0.56 0.576 .5747192 2.709549 occupa3 | .9067887 .4231713 -0.21 0.834 .3633086 2.263271 demsat | .9915884 .205975 -0.04 0.968 .6599605 1.489858 lrself | 1.999856 .1868894 7.42 0.000 1.665148 2.401844 eusup | 1.025595 .2884298 0.09 0.928 .5910049 1.779757 -------------+---------------------------------------------------------------- green | _Iretnat_1 | .698414 .936478 -0.27 0.789 .0504391 9.670708 _Iretnat_3 | .7583455 .3731443 -0.56 0.574 .2890899 1.989305 age | .9795078 .0111527 -1.82 0.069 .9578911 1.001612 male | .5532697 .2030581 -1.61 0.107 .2694843 1.1359 edulevel | 1.660512 .4049275 2.08 0.038 1.029605 2.678018 notrelig | .9878072 .1702307 -0.07 0.943 .7046655 1.384718 urban | .8708841 .2200167 -0.55 0.584 .530782 1.428909 ownhome | 1.387401 .5985814 0.76 0.448 .5956059 3.231804 unionhld | .4896357 .1828265 -1.91 0.056 .2355268 1.017901 occupa2 | 3.700103 1.847375 2.62 0.009 1.390685 9.844617 occupa3 | 1.331757 .8392646 0.45 0.649 .3872605 4.579802 demsat | 1.175051 .2851992 0.66 0.506 .7302305 1.890835 lrself | 1.227468 .1246823 2.02 0.044 1.005884 1.497865 eusup | 1.469058 .5176838 1.09 0.275 .7363472 2.930861 -------------+---------------------------------------------------------------- christ | _Iretnat_1 | 1.403512 1.414296 0.34 0.737 .1947487 10.11481 _Iretnat_3 | 1.71955 .834542 1.12 0.264 .6642086 4.45169 age | 1.001214 .0101617 0.12 0.905 .9814939 1.02133 male | .7228277 .2426545 -0.97 0.334 .3743561 1.395676 edulevel | 1.492108 .3394683 1.76 0.079 .9553096 2.33054 notrelig | .3664811 .0947711 -3.88 0.000 .2207663 .6083734 urban | .8838286 .2069096 -0.53 0.598 .5585945 1.398426 ownhome | 3.414701 1.520153 2.76 0.006 1.426973 8.171273 unionhld | .6171619 .2155335 -1.38 0.167 .3112656 1.223678 occupa2 | 1.496035 .6311837 0.95 0.340 .6543589 3.420325 occupa3 | .8105462 .4085068 -0.42 0.677 .301843 2.176579 demsat | .534792 .1233533 -2.71 0.007 .3402904 .840466 lrself | 2.282549 .2306824 8.17 0.000 1.872383 2.782566 eusup | 1.27747 .3837835 0.82 0.415 .7089716 2.301827 ------------------------------------------------------------------------------ (Outcome vote==soc is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [lib]_Iretnat_1 = 0 ( 2) [green]_Iretnat_1 = 0 ( 3) [christ]_Iretnat_1 = 0 ( 4) [lib]_Iretnat_3 = 0 ( 5) [green]_Iretnat_3 = 0 ( 6) [christ]_Iretnat_3 = 0 chi2( 6) = 7.00 Prob > chi2 = 0.3213 vote | Freq. Percent Cum. ------------+----------------------------------- soc | 129 31.54 31.54 lib | 109 26.65 58.19 green | 52 12.71 70.90 christ | 119 29.10 100.00 ------------+----------------------------------- Total | 409 100.00 > .98 .98 .98 .99 .99 .99 .99 1 1 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 . .3154034 .3115423 .3038411 .365338 .3693875 .3020634 .3457125 40 .119009 .2665037 .2772512 .2932076 .1751307 .1652404 .2967612 .2297931 55 .8485234 .1271394 .1297607 .1196261 .1897341 .2005599 .1173338 .1303323 60 .533766 .2909535 .2814457 .2833252 .2697973 .2648122 .2838415 .2941621 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .3115423 .3124605 .0740844 .1809169 .4631071 40 .2772512 .2664773 .0813251 .131408 .4424626 55 .1297607 .1330378 .0641871 .0445778 .2874736 60 .2814457 .2880245 .0730285 .1625364 .4402897 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .3038411 -.0447479 .0771306 -.209609 .0914175 40 .2932076 .0934787 .0809506 -.0644319 .2484973 55 .1196261 -.0581298 .0717778 -.2291609 .0566464 60 .2833252 .009399 .0807512 -.1559634 .1620994 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .365338 .0502814 .0775033 -.0912224 .2120506 40 .1751307 -.0981741 .0744098 -.2417381 .0470911 55 .1897341 .0639779 .0747557 -.054985 .2404153 60 .2697973 -.0160852 .0698686 -.1495587 .1270618 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .3020634 -.0618199 .0677347 -.2036701 .0597483 40 .2967612 .122644 .0649732 .0046723 .2548036 55 .1173338 -.0814806 .0657454 -.236579 .0194226 60 .2838415 .0206564 .061773 -.1027261 .1387221 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .3457125 -.0237131 .1463768 -.3036072 .2792952 40 .2297931 .0557836 .1349174 -.1582605 .3772812 55 .1303323 -.050067 .1367821 -.2917357 .277118 60 .2941621 .0179966 .1201612 -.2057856 .2852091 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .3193581 .0728755 .1914777 .4694084 40 .2734719 .0776411 .1437829 .4416331 55 .1386457 .0640151 .0490683 .2918561 60 .2959573 .0723636 .1720973 .4477081 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 -.0379403 .0726959 -.196678 .0909293 40 .0786412 .0748259 -.072305 .2186167 55 -.0625763 .0714601 -.2307524 .0500121 60 .0093705 .0751243 -.1446004 .1513099 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .0429019 .0717256 -.0861569 .1948797 40 -.0811238 .0704295 -.2138039 .0609745 55 .0757736 .0763795 -.0438916 .2524186 60 -.0094221 .0651689 -.1317145 .1255657 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 -.0528347 .0615491 -.1829644 .0575728 40 .1093424 .0592796 -.0053834 .2263569 55 -.0939651 .0657148 -.2457391 .0059338 60 .0157354 .0558993 -.0991715 .1214814 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 -.0276866 .139584 -.2863668 .2644241 40 .0928689 .1413975 -.1394836 .4119718 55 -.0594118 .1490601 -.3165628 .2896714 60 .0272704 .1226569 -.1953857 .2883951