The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial regression Number of obs = 1102 LR chi2(45) = 1231.68 Prob > chi2 = 0.0000 Log likelihood = -578.94696 Pseudo R2 = 0.5154 ------------------------------------------------------------------------------ housvote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- lab | _Iretnat_1 | 1.311665 .4479501 0.79 0.427 .6716253 2.561645 _Iretnat_3 | .73242 .1929125 -1.18 0.237 .4370809 1.227322 age | 1.015142 .0088427 1.73 0.084 .997958 1.032622 educat | .9110844 .0539335 -1.57 0.116 .8112786 1.023169 churchat | 1.028174 .0701418 0.41 0.684 .8994936 1.175264 income | .9768119 .0370522 -0.62 0.536 .9068248 1.0522 rural | 1.141918 .0981575 1.54 0.123 .9648663 1.351459 gender | 1.254749 .324988 0.88 0.381 .7552494 2.084604 occupB1 | .669729 .2276316 -1.18 0.238 .344023 1.303799 occupB3 | .6092028 .2391088 -1.26 0.207 .2822734 1.314782 LRself | .7393528 .0577259 -3.87 0.000 .6344437 .8616093 cd1feel | 1.799836 .0896476 11.80 0.000 1.632434 1.984405 cd2feel | .5078151 .0352006 -9.78 0.000 .4433046 .5817132 cd3feel | .894924 .0635456 -1.56 0.118 .7786551 1.028554 cd4feel | 1.110638 .0671874 1.73 0.083 .9864606 1.250448 -------------+---------------------------------------------------------------- nat | _Iretnat_1 | .9397285 .6237891 -0.09 0.925 .2558452 3.451656 _Iretnat_3 | 1.945819 .6850024 1.89 0.059 .9759934 3.87934 age | .993517 .0105326 -0.61 0.540 .9730864 1.014376 educat | .7925719 .0740029 -2.49 0.013 .6600267 .9517346 churchat | .859049 .067065 -1.95 0.052 .7371664 1.001084 income | 1.023667 .0467794 0.51 0.609 .9359668 1.119584 rural | .6002721 .0575739 -5.32 0.000 .4974013 .7244183 gender | .7347372 .2400591 -0.94 0.345 .3872762 1.393937 occupB1 | .876346 .354222 -0.33 0.744 .3968415 1.935237 occupB3 | .7809013 .3726227 -0.52 0.604 .3064984 1.989592 LRself | .8564446 .0688681 -1.93 0.054 .7315648 1.002642 cd1feel | 1.012673 .0682205 0.19 0.852 .8874143 1.155612 cd2feel | .6837451 .0606644 -4.28 0.000 .574609 .8136095 cd3feel | 1.746497 .1647867 5.91 0.000 1.451626 2.101266 cd4feel | .9189529 .0588023 -1.32 0.187 .8106366 1.041742 -------------+---------------------------------------------------------------- dem | _Iretnat_1 | .8475245 .3862982 -0.36 0.717 .3468791 2.070744 _Iretnat_3 | .6522516 .2178756 -1.28 0.201 .338909 1.255299 age | .9891139 .0112793 -0.96 0.337 .9672521 1.01147 educat | .9361981 .0677731 -0.91 0.362 .8123585 1.078916 churchat | 1.062237 .0935808 0.69 0.493 .8937836 1.262439 income | 1.012802 .0489086 0.26 0.792 .92134 1.113344 rural | 1.164904 .1276288 1.39 0.164 .9397904 1.44394 gender | 2.778723 .9500926 2.99 0.003 1.42169 5.431071 occupB1 | .3603014 .1540615 -2.39 0.017 .1558476 .8329744 occupB3 | .2455495 .1219173 -2.83 0.005 .092792 .6497817 LRself | .6621018 .066546 -4.10 0.000 .543717 .806263 cd1feel | 1.038664 .060789 0.65 0.517 .9260992 1.16491 cd2feel | .5650352 .0437809 -7.37 0.000 .4854242 .6577027 cd3feel | .8243913 .0680077 -2.34 0.019 .7013164 .9690647 cd4feel | 1.932215 .154875 8.22 0.000 1.651308 2.260907 ------------------------------------------------------------------------------ (Outcome housvote==lib is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [lab]_Iretnat_1 = 0.0 ( 2) [nat]_Iretnat_1 = 0.0 ( 3) [dem]_Iretnat_1 = 0.0 ( 4) [lab]_Iretnat_3 = 0.0 ( 5) [nat]_Iretnat_3 = 0.0 ( 6) [dem]_Iretnat_3 = 0.0 chi2( 6) = 9.72 Prob > chi2 = 0.1371 housvote | Freq. Percent Cum. ------------+----------------------------------- lib | 540 49.00 49.00 lab | 411 37.30 86.30 nat | 69 6.26 92.56 dem | 82 7.44 100.00 ------------+----------------------------------- Total | 1102 100.00 > 99 1 1 These are the following stats: test: test that the coeffcients on retnat are jointly 0 in each equation sepera > tely 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) whe > n retnat gets worse by one category better: mean predicted probability of voting for each party (for the sample) wh > en retnat gets worse by one category party test freq pv worse better all_neu > tral all_worse all_better ------------------------------------------------------------------------------- > - 1 . .4900181 .4900181 .4956281 .4888512 .4920564 > .4952258 > .4830657 2 .2293235 .3729583 .3729583 .358688 .3919793 .3769595 > .3582346 > .4049437 3 .1176037 .0626134 .0626134 .0732319 .0431834 .0441722 > .0755216 > .041258 4 .4404205 .0744102 .0744102 .0724519 .0759861 .0868119 > .0710179 > .0707325 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% ------------------------------------------------------------------------------- > - 1 .4900181 .498851 .0502034 .398106 .5918232 2 .3729583 .3514369 .0379157 .2792946 .4237306 3 .0626134 .0685971 .0280071 .0282129 .135492 4 .0744102 .081115 .0309279 .0348429 .1525174 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% ------------------------------------------------------------------------------- > - 1 .4956281 .0161082 .034353 -.0486281 .0869506 2 .358688 -.0284444 .0322559 -.0997385 .0321837 3 .0732319 .0171763 .0153561 -.007207 .0516598 4 .0724519 -.0048401 .0227987 -.0538474 .037429 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% ------------------------------------------------------------------------------- > - 1 .4888512 -.002737 .0391938 -.0798528 .0741105 2 .3919793 .0247526 .0266347 -.025386 .082822 3 .0431834 -.0251692 .0232016 -.0751402 .01612 4 .0759861 .0031536 .0232433 -.0398524 .0532287 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95 > % ------------------------------------------------------------------------------- > - 1 .4952258 .0055283 .0344714 -.0594149 .0759759 2 .3582346 -.0201614 .0246608 -.0757097 .0259164 3 .0755216 .0332504 .0202259 .0031977 .0815913 4 .0710179 -.0186173 .021764 -.0687257 .0169229 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95 > % ------------------------------------------------------------------------------- > - 1 .4830657 -.0114263 .043535 -.0991196 .0736624 2 .4049437 .0286907 .0301302 -.0278788 .0933942 3 .041258 .0018665 .0262828 -.04406 .0600175 4 .0707325 -.0191309 .0250271 -.0733622 .0305765 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95 > % ------------------------------------------------------------------------------- > - 1 .5081639 .042416 .4249835 .5911017 2 .3520667 .0358335 .2827938 .4227684 3 .0669827 .0271454 .0271377 .1308946 4 .0770906 .029209 .0325717 .1467765 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_ > 95% ------------------------------------------------------------------------------- > - 1 .0106623 .0298062 -.0514246 .0702268 2 -.0307308 .0297034 -.0922795 .0260418 3 .0162713 .0145081 -.0093261 .0474516 4 -.0047064 .0212657 -.0506413 .0372056 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_ > 95% ------------------------------------------------------------------------------- > - 1 -.0187547 .0304016 -.0790347 .0461335 2 .023048 .024573 -.0222805 .0769868 3 -.0257511 .0222936 -.0722488 .0152133 4 .0013138 .0220934 -.0415667 .0485621 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_w > s_95% ------------------------------------------------------------------------------- > - 1 -.0019571 .0269924 -.0564495 .0521692 2 -.0266227 .0240976 -.0755539 .0194665 3 .0302395 .0198668 -.0005005 .0741037 4 -.0210549 .0213076 -.0685524 .0171597 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt > _95% ------------------------------------------------------------------------------- > - 1 -.0434025 .0344404 -.1128081 .0326535 2 .0214904 .0260873 -.0257479 .0807947 3 -.0074197 .0233513 -.0531888 .0462546 4 -.0280242 .0232489 -.0788617 .0191556