The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial regression Number of obs = 586 LR chi2(45) = 181.27 Prob > chi2 = 0.0000 Log likelihood = -538.34979 Pseudo R2 = 0.1441 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- labor | _Iretnat_1 | 1.208672 .457416 0.50 0.617 .5756725 2.537707 _Iretnat_3 | 1.685883 .6979185 1.26 0.207 .7489428 3.794951 age | .9985967 .0089254 -0.16 0.875 .9812556 1.016244 male | 1.333 .385526 0.99 0.320 .7562201 2.349697 edulevel | 1.179421 .2991213 0.65 0.515 .7174466 1.938867 notrelig | 1.285723 .3946202 0.82 0.413 .7045186 2.346401 urban | 1.152768 .2012562 0.81 0.415 .8187191 1.623115 pubhome | 6.49e+07 8.13e+07 14.37 0.000 5583168 7.55e+08 ownhome | 7.99e+07 9.62e+07 15.13 0.000 7563606 8.45e+08 unionhld | 1.456104 .4591731 1.19 0.233 .7848227 2.701553 occupa2 | 1.141694 .4083305 0.37 0.711 .5663893 2.301361 occupa3 | .5432824 .2173982 -1.52 0.127 .2479771 1.190254 demsat | 1.289036 .2167638 1.51 0.131 .9271011 1.792267 lrself | .6077189 .0547694 -5.53 0.000 .5093192 .7251293 eusup | .8059642 .1937525 -0.90 0.370 .5031393 1.291051 -------------+---------------------------------------------------------------- workers | _Iretnat_1 | .7389452 .4087424 -0.55 0.584 .2499056 2.184985 _Iretnat_3 | 1.331249 .7365241 0.52 0.605 .4501167 3.937253 age | .9891414 .0141781 -0.76 0.446 .9617396 1.017324 male | 2.359438 1.049415 1.93 0.054 .9867723 5.641575 edulevel | 1.931762 .6860442 1.85 0.064 .9630721 3.874793 notrelig | 2.057265 .7349848 2.02 0.043 1.02138 4.143746 urban | 1.889262 .5112953 2.35 0.019 1.111551 3.211107 pubhome | 3.862076 5.059261 1.03 0.302 .2963192 50.33637 ownhome | 1.867765 2.306042 0.51 0.613 .1661055 21.002 unionhld | 3.177005 1.496551 2.45 0.014 1.261983 7.998019 occupa2 | .5071267 .2895623 -1.19 0.234 .1656122 1.55289 occupa3 | .3845347 .2632562 -1.40 0.163 .1005066 1.471216 demsat | 1.914428 .496314 2.50 0.012 1.15177 3.182089 lrself | .5321503 .0713561 -4.70 0.000 .4091632 .6921051 eusup | .7976341 .2823715 -0.64 0.523 .3985371 1.596389 -------------+---------------------------------------------------------------- fg | _Iretnat_1 | .877869 .2470419 -0.46 0.643 .5056992 1.523937 _Iretnat_3 | 1.888799 .5530159 2.17 0.030 1.064057 3.352791 age | 1.009554 .0063607 1.51 0.131 .9971638 1.022098 male | .8676088 .1831638 -0.67 0.501 .5736196 1.312272 edulevel | 1.171635 .195214 0.95 0.342 .8452167 1.624115 notrelig | 1.166746 .2874978 0.63 0.531 .7198331 1.891128 urban | .9466429 .1302295 -0.40 0.690 .7229139 1.239612 pubhome | 1.162123 .7232597 0.24 0.809 .3431609 3.93556 ownhome | 1.170691 .5964478 0.31 0.757 .4312897 3.177719 unionhld | .9289088 .2365535 -0.29 0.772 .5639081 1.530163 occupa2 | 1.721674 .5134781 1.82 0.069 .9595895 3.088988 occupa3 | 2.113299 .5675383 2.79 0.005 1.248435 3.577304 demsat | 1.17533 .1429258 1.33 0.184 .9260824 1.491661 lrself | .8707634 .0530497 -2.27 0.023 .7727558 .9812011 eusup | .8844813 .15529 -0.70 0.484 .6269626 1.247773 ------------------------------------------------------------------------------ (Outcome vote==ff is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [labor]_Iretnat_1 = 0.0 ( 2) [workers]_Iretnat_1 = 0.0 ( 3) [fg]_Iretnat_1 = 0.0 ( 4) [labor]_Iretnat_3 = 0.0 ( 5) [workers]_Iretnat_3 = 0.0 ( 6) [fg]_Iretnat_3 = 0.0 chi2( 6) = 11.54 Prob > chi2 = 0.0729 vote | Freq. Percent Cum. ------------+----------------------------------- labor | 68 11.60 11.60 workers | 33 5.63 17.24 fg | 145 24.74 41.98 ff | 340 58.02 100.00 ------------+----------------------------------- Total | 586 100.00 > ........ 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 .4279737 .116041 .116041 .1120573 .1141769 21 .5920131 .056314 .056314 .0615972 .0530721 30 .0050625 .2474403 .2474403 .2789941 .2100954 60 . .5802048 .5802048 .5473514 .6226556 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .116041 .1300173 .0540834 .0469417 .2610919 21 .056314 .0755866 .0441861 .0201371 .1926708 30 .2474403 .2406312 .0694653 .1231377 .400731 60 .5802048 .553765 .0814598 .3868249 .7092275 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .1120573 -.0011601 .0363749 -.074339 .0774502 21 .0615972 .0065491 .0270161 -.0442078 .0751641 30 .2789941 .0507954 .044454 -.033601 .1516435 60 .5473514 -.0561845 .0584399 -.1820755 .0543378 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .1141769 -.0034755 .0404987 -.0914081 .078768 21 .0530721 -.0051512 .0343677 -.0824839 .0641355 30 .2100954 -.0578966 .0450924 -.1576088 .0303562 60 .6226556 .0665233 .0576626 -.0438401 .1901784