The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial regression Number of obs = 514 LR chi2(52) = 384.62 Prob > chi2 = 0.0000 Log likelihood = -592.50055 Pseudo R2 = 0.2450 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- soc | _Iretnat_1 | .8333174 .3181637 -0.48 0.633 .3942926 1.761174 _Iretnat_3 | .8195265 .2841265 -0.57 0.566 .4153888 1.616855 age | 1.005134 .0091344 0.56 0.573 .987389 1.023197 male | .9105214 .2701852 -0.32 0.752 .5089878 1.62882 edulevel | .6864268 .1320513 -1.96 0.050 .4708086 1.000793 notrelig | 1.803067 .5885364 1.81 0.071 .9509823 3.418624 urban | .9869354 .1348451 -0.10 0.923 .7550731 1.289996 occupa2 | .3978676 .1521162 -2.41 0.016 .1880615 .8417388 occupa3 | .1176249 .0505762 -4.98 0.000 .0506408 .2732109 demsat | .9869003 .1866926 -0.07 0.944 .6811628 1.429867 lrself | .610309 .0497676 -6.06 0.000 .5201619 .7160791 eusup | 1.227783 .3171637 0.79 0.427 .7400091 2.03707 region2 | .4221797 .1382789 -2.63 0.008 .2221767 .8022249 -------------+---------------------------------------------------------------- walloon | _Iretnat_1 | .6529694 .3606086 -0.77 0.440 .221212 1.927423 _Iretnat_3 | .9247611 .4511791 -0.16 0.873 .3554178 2.406134 age | .9782057 .0129695 -1.66 0.097 .9531135 1.003959 male | 1.223263 .5204493 0.47 0.636 .5313346 2.816255 edulevel | .6274855 .1803542 -1.62 0.105 .3572302 1.102197 notrelig | 1.975759 .9110161 1.48 0.140 .8002907 4.877758 urban | 1.597303 .324174 2.31 0.021 1.073088 2.377603 occupa2 | .5604141 .3025843 -1.07 0.283 .1945002 1.614723 occupa3 | .2113102 .1215662 -2.70 0.007 .0684268 .6525508 demsat | 2.592775 .690135 3.58 0.000 1.538846 4.368521 lrself | 1.226475 .1308367 1.91 0.056 .995073 1.511688 eusup | .8889674 .317349 -0.33 0.742 .4415895 1.789587 region2 | 7.027209 3.904905 3.51 0.000 2.364744 20.88246 -------------+---------------------------------------------------------------- green | _Iretnat_1 | .884424 .3440312 -0.32 0.752 .4126221 1.895695 _Iretnat_3 | 1.056738 .4120702 0.14 0.887 .4920904 2.269287 age | .9536285 .0112415 -4.03 0.000 .9318481 .9759179 male | .5224607 .1674972 -2.03 0.043 .2787176 .9793609 edulevel | 1.069883 .2309441 0.31 0.754 .7008044 1.633338 notrelig | .9902886 .3489892 -0.03 0.978 .4963505 1.975764 urban | 1.310148 .2012206 1.76 0.079 .9695885 1.770325 occupa2 | 1.268057 .5587695 0.54 0.590 .5346339 3.007605 occupa3 | .305603 .1481452 -2.45 0.014 .1181751 .7902946 demsat | 1.027533 .2201537 0.13 0.899 .6751832 1.563758 lrself | .6704256 .0572599 -4.68 0.000 .5670887 .792593 eusup | 1.534909 .4633968 1.42 0.156 .849377 2.773733 region2 | 2.392426 .8975606 2.33 0.020 1.14682 4.990933 -------------+---------------------------------------------------------------- christ | _Iretnat_1 | .958794 .3208141 -0.13 0.900 .497636 1.847306 _Iretnat_3 | .7063015 .2275425 -1.08 0.280 .3756354 1.328048 age | 1.01393 .0080178 1.75 0.080 .9983369 1.029767 male | .9093981 .2395987 -0.36 0.718 .5426106 1.524122 edulevel | .9451677 .1666842 -0.32 0.749 .6689535 1.335432 notrelig | .2227833 .0869571 -3.85 0.000 .1036669 .4787679 urban | 1.004622 .1277028 0.04 0.971 .7830728 1.288854 occupa2 | .8887262 .3350995 -0.31 0.754 .4244411 1.860881 occupa3 | .335106 .1283376 -2.85 0.004 .1581948 .709859 demsat | .5559378 .1030581 -3.17 0.002 .3865743 .7995018 lrself | .9134112 .0636457 -1.30 0.194 .796811 1.047074 eusup | 1.055489 .2507169 0.23 0.820 .6626165 1.681299 region2 | 1.472208 .4561886 1.25 0.212 .8020661 2.702268 ------------------------------------------------------------------------------ (Outcome vote==lib is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [soc]_Iretnat_1 = 0.0 ( 2) [walloon]_Iretnat_1 = 0.0 ( 3) [green]_Iretnat_1 = 0.0 ( 4) [christ]_Iretnat_1 = 0.0 ( 5) [soc]_Iretnat_3 = 0.0 ( 6) [walloon]_Iretnat_3 = 0.0 ( 7) [green]_Iretnat_3 = 0.0 ( 8) [christ]_Iretnat_3 = 0.0 chi2( 8) = 2.62 Prob > chi2 = 0.9559 vote | Freq. Percent Cum. ------------+----------------------------------- soc | 121 23.54 23.54 lib | 141 27.43 50.97 walloon | 38 7.39 58.37 green | 79 15.37 73.74 christ | 135 26.26 100.00 ------------+----------------------------------- Total | 514 100.00 > .................... 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 re > tnat gets worse by one category better: mean predicted probability of voting for each party (for the sample) when r > etnat gets worse by one category party test freq pv worse better -------------------------------------------------------------------------------- 20 .8147694 .2354086 .2528461 .2505662 .2522732 40 . .2743191 .267269 .2744546 .2651361 51 .7277794 .07393 .0734474 .0790191 .0663522 55 .9110069 .1536965 .1586298 .1693987 .1507697 60 .5366581 .2626459 .2478077 .2265613 .2654687 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .2528461 .2488627 .0663263 .132591 .3902066 40 .267269 .2838023 .0742456 .1551631 .4418713 51 .0734474 .0760724 .044698 .0207976 .1889236 55 .1586298 .1534395 .0606734 .0643991 .2946785 60 .2478077 .2378231 .0659267 .1257877 .3823204 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .2505662 -.0029717 .043387 -.0949313 .0806103 40 .2744546 .0087264 .0538252 -.1001269 .1146148 51 .0790191 .0102895 .0286515 -.0412811 .0807515 55 .1693987 .0190602 .0460155 -.0703413 .1146195 60 .2265613 -.0351044 .0490492 -.1362838 .059389 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .2522732 -.0043032 .0501428 -.1042392 .0986593 40 .2651361 -.0001772 .0530003 -.1042028 .1103499 51 .0663522 -.0088519 .0297429 -.0776457 .0441677 55 .1507697 -.0103864 .0391627 -.0925793 .0662977 60 .2654687 .0237187 .0493906 -.0737615 .1285002