The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial regression Number of obs = 381 LR chi2(56) = 311.41 Prob > chi2 = 0.0000 Log likelihood = -422.28063 Pseudo R2 = 0.2694 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- soc | _Iretnat_1 | .4509476 .2093659 -1.72 0.086 .1815224 1.120268 _Iretnat_3 | .5443703 .2530577 -1.31 0.191 .2188781 1.3539 age | .994845 .0126828 -0.41 0.685 .9702951 1.020016 male | 1.430509 .5597321 0.92 0.360 .6644023 3.079997 edulevel | .7592298 .1357622 -1.54 0.123 .5347676 1.077907 notrelig | 1.841079 .4543868 2.47 0.013 1.13499 2.986434 urban | 1.243423 .3211403 0.84 0.399 .7495113 2.062812 ownhome | .4712819 .2131454 -1.66 0.096 .1942272 1.14354 unionhld | 1.247681 .4974969 0.55 0.579 .5710807 2.725896 occupa2 | .9291818 .44263 -0.15 0.877 .3652732 2.363652 occupa3 | .7408927 .4574671 -0.49 0.627 .2208908 2.485038 demsat | 1.057133 .2586663 0.23 0.820 .6544131 1.707683 lrself | .3171396 .0459799 -7.92 0.000 .2386935 .4213669 eusup | .8652316 .3774309 -0.33 0.740 .3679779 2.034431 -------------+---------------------------------------------------------------- lib | _Iretnat_1 | .6194451 .2430741 -1.22 0.222 .2870688 1.336656 _Iretnat_3 | .7837684 .3230933 -0.59 0.554 .3493787 1.758244 age | .9819375 .0107536 -1.66 0.096 .9610855 1.003242 male | 1.610981 .5435814 1.41 0.158 .8315259 3.121081 edulevel | 1.363 .2197112 1.92 0.055 .9937682 1.86942 notrelig | 1.880192 .4415779 2.69 0.007 1.186563 2.979296 urban | 1.309135 .2838684 1.24 0.214 .8558801 2.002425 ownhome | .4990031 .2036795 -1.70 0.089 .2242157 1.110556 unionhld | .539062 .1964617 -1.70 0.090 .2638867 1.101184 occupa2 | 1.273881 .6375949 0.48 0.629 .4776294 3.397558 occupa3 | 2.546204 1.362033 1.75 0.081 .8924064 7.264802 demsat | 1.222801 .2519184 0.98 0.329 .8165701 1.831126 lrself | 1.023821 .1029175 0.23 0.815 .8407342 1.246778 eusup | .7188812 .2723179 -0.87 0.384 .342149 1.510424 -------------+---------------------------------------------------------------- flemish | _Iretnat_1 | .726202 .4680881 -0.50 0.620 .2053044 2.568719 _Iretnat_3 | 1.267035 .7805314 0.38 0.701 .3788114 4.237934 age | .9919302 .0165116 -0.49 0.626 .9600902 1.024826 male | 2.460951 1.371348 1.62 0.106 .8256139 7.335488 edulevel | 1.792167 .4630741 2.26 0.024 1.080036 2.973846 notrelig | .8762602 .3626477 -0.32 0.750 .3893643 1.972014 urban | .7820143 .2871658 -0.67 0.503 .3807523 1.606153 ownhome | .7791247 .5164116 -0.38 0.707 .2125309 2.856221 unionhld | .5557108 .3118823 -1.05 0.295 .1849813 1.669436 occupa2 | 1.571183 1.37782 0.52 0.606 .2816964 8.763389 occupa3 | 3.148117 2.876236 1.26 0.209 .5252443 18.86862 demsat | 1.629832 .5030327 1.58 0.113 .8900766 2.98441 lrself | .6916341 .1086194 -2.35 0.019 .5083903 .940926 eusup | .6763997 .4029906 -0.66 0.512 .2104108 2.174397 -------------+---------------------------------------------------------------- green | _Iretnat_1 | .6264791 .2689167 -1.09 0.276 .2701019 1.453067 _Iretnat_3 | .8411142 .3660334 -0.40 0.691 .3584526 1.973686 age | .9602348 .0118219 -3.30 0.001 .9373415 .9836871 male | .9264016 .3323703 -0.21 0.831 .4585735 1.871499 edulevel | 1.303022 .2240876 1.54 0.124 .930178 1.825313 notrelig | 1.554072 .3726096 1.84 0.066 .9713687 2.486326 urban | 1.413504 .3338196 1.47 0.143 .8897612 2.24554 ownhome | .4507055 .1876313 -1.91 0.056 .1993117 1.019185 unionhld | .7113358 .264695 -0.92 0.360 .3430317 1.475078 occupa2 | .6776577 .3075962 -0.86 0.391 .2783817 1.649605 occupa3 | .8399829 .4528887 -0.32 0.746 .2919666 2.416617 demsat | 1.368489 .3086136 1.39 0.164 .8795965 2.129116 lrself | .6009151 .0701842 -4.36 0.000 .4779655 .7554916 eusup | .7215618 .2916312 -0.81 0.419 .3267731 1.593312 ------------------------------------------------------------------------------ (Outcome vote==christ is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [soc]_Iretnat_1 = 0.0 ( 2) [lib]_Iretnat_1 = 0.0 ( 3) [flemish]_Iretnat_1 = 0.0 ( 4) [green]_Iretnat_1 = 0.0 ( 5) [soc]_Iretnat_3 = 0.0 ( 6) [lib]_Iretnat_3 = 0.0 ( 7) [flemish]_Iretnat_3 = 0.0 ( 8) [green]_Iretnat_3 = 0.0 chi2( 8) = 4.82 Prob > chi2 = 0.7764 vote | Freq. Percent Cum. ------------+----------------------------------- soc | 92 24.15 24.15 lib | 82 21.52 45.67 flemish | 22 5.77 51.44 green | 75 19.69 71.13 christ | 110 28.87 100.00 ------------+----------------------------------- Total | 381 100.00 ............................................................................ 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 retnat gets worse by one cat > egory better: mean predicted probability of voting for each party (for the sample) when retnat gets worse by one ca > tegory party test freq pv worse better -------------------------------------------------------------------------------- 20 .1789463 .2414698 .2305912 .2222047 .2265908 40 .4716874 .2152231 .2229145 .2243457 .2186105 50 .7019243 .0577428 .058857 .0674656 .0520273 55 .551972 .1968504 .2045287 .2115473 .1992751 60 . .2887139 .2831087 .2744366 .3034963 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .2305912 .2450997 .0674778 .1255113 .3899433 40 .2229145 .2285934 .0742663 .1067304 .4077616 50 .058857 .0627228 .0512461 .0098115 .2147966 55 .2045287 .1901931 .0751331 .0711791 .362243 60 .2831087 .2733909 .0736846 .1449473 .440215 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .2222047 -.0261066 .0479317 -.1275994 .0756066 40 .2243457 .0063001 .0513202 -.1019706 .1287785 50 .0674656 .0127094 .0369202 -.0536429 .0998515 55 .2115473 .0151887 .0529716 -.0932846 .1212906 60 .2744366 -.0080916 .0480345 -.1005277 .1042578 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .2265908 -.0179956 .0481803 -.1154338 .0840138 40 .2186105 -.0065706 .049664 -.1219429 .0952244 50 .0520273 -.0073361 .03787 -.0872488 .0709406 55 .1992751 .0000196 .0521469 -.1058252 .107608 60 .3034963 .0318828 .0464064 -.0612029 .1317926