The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial regression Number of obs = 626 LR chi2(19) = 319.51 Prob > chi2 = 0.0000 Log likelihood = -267.66333 Pseudo R2 = 0.3738 ------------------------------------------------------------------------------ hvote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- democrat | _Iretnat_1 | .852155 .2202288 -0.62 0.536 .513495 1.414168 _Iretnat_3 | .8482288 .2700754 -0.52 0.605 .4544552 1.583197 age | 1.004117 .007201 0.57 0.567 .990102 1.01833 educ | .7672885 .1186377 -1.71 0.087 .5666911 1.038893 income | .7499786 .0910792 -2.37 0.018 .5911217 .9515263 occupB1 | 1.279809 .3834363 0.82 0.410 .7114121 2.302336 occupB3 | 1.212431 .5857765 0.40 0.690 .4703336 3.12542 presapp | .7814766 .1000227 -1.93 0.054 .6080916 1.004299 union | 1.277746 .347118 0.90 0.367 .7502459 2.176134 female | .6052915 .152032 -2.00 0.046 .3699704 .9902894 black | 2.849869 1.489674 2.00 0.045 1.023028 7.938934 church | .8085011 .0870928 -1.97 0.048 .6546182 .9985578 south | .7660931 .206986 -0.99 0.324 .4511288 1.300956 pid | .5989112 .041746 -7.35 0.000 .5224334 .6865843 libcon | .8333965 .0891322 -1.70 0.088 .6757953 1.027752 abort96 | 1.001212 .128229 0.01 0.992 .7789498 1.286894 defspd96 | .8093844 .0692884 -2.47 0.013 .6843631 .9572449 trust | 1.053314 .1809248 0.30 0.762 .7522279 1.474913 efficacy | 1.070945 .1954104 0.38 0.707 .7489492 1.531377 ------------------------------------------------------------------------------ (Outcome hvote==2 is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [democrat]_Iretnat_1 = 0.0 ( 2) [democrat]_Iretnat_3 = 0.0 chi2( 2) = 0.46 Prob > chi2 = 0.7927 hvote | Freq. Percent Cum. ------------+----------------------------------- democrat | 268 42.81 42.81 2 | 358 57.19 100.00 ------------+----------------------------------- Total | 626 100.00 > 94 .95 .96 .97 .98 .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 -------------------------------------------------------------------------------- 1 .7927087 .428115 .4668518 .4679926 .4639058 .4827864 .4587748 .4594478 2 . .571885 .5331482 .5320074 .5360942 .5172136 .5412252 .5405522 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 1 .4668518 .4710387 .0672236 .3363415 .6037207 2 .5331482 .5289613 .0672236 .3962793 .6636585 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 .4679926 .0036265 .0419794 -.0816129 .0992671 2 .5320074 -.0036265 .0419794 -.0992671 .0816129 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 .4639058 -.0065721 .0400293 -.099339 .0726339 2 .5360942 .0065721 .0400293 -.0726339 .099339 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 .4587748 -.0161024 .0428257 -.1041058 .0703203 2 .5412252 .0161024 .0428257 -.0703203 .1041058 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 .4594478 -.0181559 .0401521 -.1173559 .0606683 2 .5405522 .0181559 .0401521 -.0606683 .1173558 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 1 .4669772 .0666822 .3297802 .596271 2 .5330228 .0666822 .403729 .6702198 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 .004285 .0423595 -.0834208 .0909311 2 -.004285 .0423595 -.0909311 .0834208 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 -.0074285 .0405589 -.0941918 .073713 2 .0074285 .0405589 -.073713 .0941918 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 -.0204751 .0455622 -.1215558 .0627442 2 .0204751 .0455622 -.0627442 .1215558 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 -.0220458 .0395724 -.1121132 .0526261 2 .0220458 .0395724 -.0526261 .1121132