The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 510 LR chi2(60) = 438.76 Prob > chi2 = 0.0000 Log likelihood = -518.94255 Pseudo R2 = 0.2971 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lib | _Iretnat_1 | .7437232 .2514989 -0.88 0.381 .3833251 1.442964 _Iretnat_3 | 1.29754 .6161158 0.55 0.583 .5116133 3.290789 age | .9905384 .0105421 -0.89 0.372 .9700902 1.011418 male | .8716432 .2734229 -0.44 0.661 .4713333 1.611942 edulevel | 1.146806 .1668967 0.94 0.347 .86221 1.525341 newrelg | .6813559 .1109805 -2.36 0.018 .4951409 .9376037 urban | 1.397244 .2916918 1.60 0.109 .9280544 2.103638 ownhome | 1.109774 .3663347 0.32 0.752 .5811049 2.11941 unionhld | .8756427 .2944371 -0.39 0.693 .4530104 1.692566 occupa2 | 3.953368 1.625604 3.34 0.001 1.765866 8.850683 occupa3 | 6.945005 3.322197 4.05 0.000 2.719529 17.73582 demsat | .9278993 .0748208 -0.93 0.353 .7922542 1.086769 lrself | 2.377842 .2372986 8.68 0.000 1.955405 2.891541 eusup | 1.856746 .5986586 1.92 0.055 .9869728 3.493011 region | 1.144836 .3752067 0.41 0.680 .602243 2.17628 -------------+---------------------------------------------------------------- flemish | _Iretnat_1 | .8501095 .3954478 -0.35 0.727 .341601 2.115586 _Iretnat_3 | .2594186 .2307919 -1.52 0.129 .0453658 1.483451 age | 1.023055 .0163666 1.42 0.154 .9914749 1.055641 male | 1.070993 .5026926 0.15 0.884 .4268329 2.687297 edulevel | 1.547461 .3325771 2.03 0.042 1.015503 2.358078 newrelg | .7907306 .215281 -0.86 0.388 .46375 1.348258 urban | 1.813481 .5996459 1.80 0.072 .9485375 3.46714 ownhome | 5.438188 3.186841 2.89 0.004 1.724409 17.15016 unionhld | .4344766 .2121093 -1.71 0.088 .1668837 1.131146 occupa2 | .4402119 .2370425 -1.52 0.128 .1532188 1.26477 occupa3 | .4013373 .3061426 -1.20 0.231 .0899928 1.789829 demsat | .9762499 .1148258 -0.20 0.838 .7752527 1.229359 lrself | 2.307368 .3209751 6.01 0.000 1.75674 3.030585 eusup | 3.096928 1.487946 2.35 0.019 1.207713 7.941422 region | 6.61e+09 1.61e+10 9.29 0.000 5.62e+07 7.79e+11 -------------+---------------------------------------------------------------- green | _Iretnat_1 | .7367057 .3163293 -0.71 0.477 .3175427 1.709173 _Iretnat_3 | 1.208589 .6672035 0.34 0.731 .4096111 3.566037 age | .9695963 .0144998 -2.06 0.039 .9415897 .9984359 male | .6115206 .2392598 -1.26 0.209 .2840372 1.316579 edulevel | 1.357374 .2533705 1.64 0.102 .9414829 1.956982 newrelg | .7605791 .1507039 -1.38 0.167 .5158034 1.121514 urban | .802883 .2140936 -0.82 0.410 .4760737 1.354036 ownhome | 1.43237 .5880985 0.88 0.381 .6405767 3.202869 unionhld | .4866668 .2088938 -1.68 0.093 .2098298 1.128746 occupa2 | 1.221195 .5881233 0.41 0.678 .4751704 3.13849 occupa3 | 1.888743 1.07057 1.12 0.262 .6218675 5.736509 demsat | .8645945 .0872877 -1.44 0.150 .7093766 1.053775 lrself | 1.242813 .1456193 1.86 0.064 .9878054 1.563653 eusup | 3.201457 1.59185 2.34 0.019 1.208112 8.483752 region | 1.435643 .5694368 0.91 0.362 .6598178 3.123698 -------------+---------------------------------------------------------------- christ | _Iretnat_1 | 1.162695 .3706335 0.47 0.636 .6224825 2.171721 _Iretnat_3 | .3854761 .2043486 -1.80 0.072 .1363825 1.089523 age | 1.023025 .0104645 2.23 0.026 1.002719 1.043742 male | .6434869 .1935389 -1.47 0.143 .3568842 1.160251 edulevel | 1.415605 .2034474 2.42 0.016 1.068094 1.876182 newrelg | .4072433 .0737274 -4.96 0.000 .2855962 .580705 urban | .8336417 .1772455 -0.86 0.392 .5495414 1.264615 ownhome | 1.506786 .4848683 1.27 0.203 .8019432 2.831128 unionhld | .8645777 .2774913 -0.45 0.650 .4608992 1.621818 occupa2 | 1.12227 .3985123 0.32 0.745 .5595512 2.250891 occupa3 | .8101048 .383742 -0.44 0.657 .3201341 2.049984 demsat | .9366613 .0727238 -0.84 0.399 .8044407 1.090614 lrself | 2.10242 .1988075 7.86 0.000 1.746742 2.530523 eusup | 1.582569 .467859 1.55 0.120 .8865836 2.824916 region | 2.627557 .8457712 3.00 0.003 1.39818 4.937887 ------------------------------------------------------------------------------ (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) = 13.28 Prob > chi2 = 0.1027 vote | Freq. Percent Cum. ------------+----------------------------------- soc | 172 33.73 33.73 lib | 122 23.92 57.65 flemish | 35 6.86 64.51 green | 40 7.84 72.35 christ | 141 27.65 100.00 ------------+----------------------------------- Total | 510 100.00 > .84 .85 .86 .87 .88 .89 .9 .91 .92 .93 .94 .95 .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 . .3372549 .3375673 .3495413 .3398569 .3264243 .3588869 .3397468 40 .4898256 .2392157 .2334244 .3018169 .2011129 .238112 .347827 .1972895 50 .3164038 .0686275 .0691201 .0499389 .0714767 .0789872 .0321053 .0706255 55 .6623129 .0784314 .0768898 .0967688 .0658403 .0803777 .1080409 .0643269 60 .1331017 .2764706 .2829983 .2019342 .3217133 .2760988 .1531399 .3280113 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .3375673 .3136041 .0656675 .1879876 .4429368 40 .2334244 .2516457 .0670206 .1358911 .3941433 50 .0691201 .0813458 .0460041 .0208701 .1957749 55 .0768898 .0761236 .0461968 .018753 .1896715 60 .2829983 .2772808 .0750902 .1485513 .4381129 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .3495413 .0042537 .0541411 -.0976441 .1190731 40 .3018169 .0808874 .0560195 -.0205015 .2021949 50 .0499389 -.0181693 .0360493 -.1010374 .0440155 55 .0967688 .0231588 .0386627 -.0431964 .1137391 60 .2019342 -.0901306 .0580802 -.2095577 .0181547 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .3398569 .0137636 .0447921 -.0757136 .1023096 40 .2011129 -.0533072 .0418289 -.1473682 .0185943 50 .0714767 -.0025579 .0261451 -.0534106 .0524255 55 .0658403 -.018767 .0309501 -.0921663 .0384894 60 .3217133 .0608685 .0458166 -.0240923 .1599856 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .3588869 .0163766 .0622468 -.0993438 .1522518 40 .347827 .1153896 .0698736 -.0109543 .2660877 50 .0321053 -.0463711 .0404605 -.1400899 .0219742 55 .1080409 .0263687 .045078 -.0497844 .1345921 60 .1531399 -.1117638 .0653311 -.245078 .0098697 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .3397468 .0154035 .0393496 -.0635503 .0934464 40 .1972895 -.045304 .0395078 -.1335355 .0235311 50 .0706255 -.00855 .027989 -.0632631 .0505384 55 .0643269 -.0171212 .0273947 -.0803677 .033819 60 .3280113 .0555717 .0449114 -.0274618 .1523507 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .3248139 .0579825 .2184182 .4426525 40 .2728811 .0646492 .1618145 .4117561 50 .0865373 .0433876 .0267037 .1896587 55 .0840165 .0477201 .024296 .2042023 60 .29876 .0678056 .1806765 .4426315 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .0039315 .0444168 -.087142 .0867433 40 .0676362 .0525447 -.0315683 .1708304 50 -.0234144 .0349017 -.101409 .0330852 55 .0188807 .0378216 -.0526731 .1002252 60 -.0953727 .0514182 -.2021979 -.005744 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .011988 .0406555 -.0668707 .0968876 40 -.0452809 .0419072 -.1312556 .0366118 50 -.0011234 .0266671 -.0531649 .0590864 55 -.0171191 .0329201 -.088515 .0478134 60 .059967 .0444797 -.0221573 .1541781 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .016844 .049173 -.0818721 .1070015 40 .0932825 .0611343 -.024112 .2091693 50 -.0553972 .0382289 -.1426392 .0006476 55 .0203201 .0427329 -.056398 .1120307 60 -.1342497 .0562303 -.2517294 -.0438876 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .0156435 .0360406 -.0550447 .0916323 40 -.0382763 .0412225 -.1235757 .0411269 50 -.0081627 .0281738 -.0639674 .0519159 55 -.0164379 .0306609 -.0839068 .0456307 60 .0475502 .0441419 -.0374726 .1403969