The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial regression Number of obs = 402 LR chi2(17) = 178.15 Prob > chi2 = 0.0000 Log likelihood = -186.93161 Pseudo R2 = 0.3227 ------------------------------------------------------------------------------ hvote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- 2 | _Iretnat_1 | .6869345 .3130077 -0.82 0.410 .2812275 1.677926 _Iretnat_3 | .8809416 .3367018 -0.33 0.740 .4164973 1.863297 age | .9983072 .0086661 -0.20 0.845 .9814657 1.015438 educ | 1.267914 .2309042 1.30 0.192 .8873088 1.811779 income | 1.114628 .1562188 0.77 0.439 .846898 1.466995 occupB1 | 1.096773 .3935176 0.26 0.797 .5428863 2.215768 occupB3 | .7867599 .3963551 -0.48 0.634 .2931046 2.111844 presapp | .6164641 .0953205 -3.13 0.002 .4552932 .8346885 union | .6823267 .2222105 -1.17 0.240 .3604003 1.291813 female | 1.436238 .4324077 1.20 0.229 .7960777 2.591179 black | .3413647 .2731073 -1.34 0.179 .0711571 1.637641 church | .8316671 .114647 -1.34 0.181 .6347602 1.089656 south | .796882 .2525332 -0.72 0.474 .4282002 1.483 pid | 1.478352 .1185554 4.87 0.000 1.263329 1.729974 libcon | 1.146778 .1496439 1.05 0.294 .887985 1.480994 abort96 | 1.092481 .1602767 0.60 0.547 .8194738 1.456441 defspd96 | 1.189483 .1202138 1.72 0.086 .9757365 1.450053 ------------------------------------------------------------------------------ (Outcome hvote==1 is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [2]_Iretnat_1 = 0.0 ( 2) [2]_Iretnat_3 = 0.0 chi2( 2) = 0.72 Prob > chi2 = 0.6969 hvote | Freq. Percent Cum. ------------+----------------------------------- 1 | 224 55.72 55.72 2 | 178 44.28 100.00 ------------+----------------------------------- Total | 402 100.00 > .9 .91 .93 .94 .95 .96 .97 .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 . .5572139 .5566469 .5502091 .5542425 .5343581 .5539555 .5920638 2 .6968783 .4427861 .4433531 .4497909 .4457575 .4656419 .4460445 .4079362 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 1 .5566469 .5481753 .0840246 .3860077 .7029476 2 .4433531 .4518247 .0840246 .2970524 .6139923 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 .5502091 -.0137699 .0657081 -.1378762 .1075258 2 .4497909 .0137699 .0657081 -.1075258 .1378763 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 .5542425 -.0022756 .0648443 -.1294267 .1070745 2 .4457575 .0022756 .0648443 -.1070745 .1294267 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 .5539555 .0274569 .0622896 -.0720489 .1562626 2 .4460445 -.0274569 .0622896 -.1562626 .0720489 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 .5920638 .0652882 .0690352 -.0458379 .2105347 2 .4079362 -.0652882 .0690352 -.2105347 .0458379 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 1 .5472013 .0793465 .4010153 .6955137 2 .4527987 .0793465 .3044863 .5989847 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 -.0133282 .0618671 -.1322172 .1013529 2 .0133282 .0618671 -.1013529 .1322172 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 .0006745 .0593229 -.1161051 .1068712 2 -.0006745 .0593229 -.1068712 .1161051 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 .0193161 .0570519 -.0789673 .1338236 2 -.0193161 .0570519 -.1338236 .0789673 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 .0542788 .0643408 -.0605063 .1853272 2 -.0542788 .0643408 -.1853272 .0605063