The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial regression Number of obs = 648 LR chi2(18) = 322.69 Prob > chi2 = 0.0000 Log likelihood = -287.44314 Pseudo R2 = 0.3595 ------------------------------------------------------------------------------ hvote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- 2 | _Iretnat_1 | .861584 .1962435 -0.65 0.513 .5513393 1.346407 _Iretnat_3 | .5351881 .1837826 -1.82 0.069 .2730269 1.049077 age | 1.001087 .007359 0.15 0.882 .9867672 1.015615 educ | .8347145 .1317153 -1.14 0.252 .6126621 1.137247 income | 1.148304 .1371079 1.16 0.247 .9087051 1.451077 occupB1 | .997599 .2996969 -0.01 0.994 .5536555 1.797515 occupB3 | 1.280396 .6802652 0.47 0.642 .4519672 3.627284 presapp | 1.123431 .1248629 1.05 0.295 .9035256 1.396859 union | .8859219 .2619478 -0.41 0.682 .4962651 1.581529 female | .7915983 .1839366 -1.01 0.315 .5020174 1.248219 black | .1134349 .0760455 -3.25 0.001 .0304867 .4220686 church | 1.117822 .1190525 1.05 0.296 .9072272 1.377301 south | 1.717826 .4301257 2.16 0.031 1.051592 2.806152 pid | 1.573371 .1037019 6.88 0.000 1.3827 1.790336 libconth | 1.041976 .0104767 4.09 0.000 1.021643 1.062713 abort96 | .9327068 .1120623 -0.58 0.562 .7370136 1.180361 trust | .8205696 .1181899 -1.37 0.170 .6187475 1.088222 efficacy | 1.167998 .197193 0.92 0.358 .8389457 1.626112 ------------------------------------------------------------------------------ (Outcome hvote==democrat 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) = 3.33 Prob > chi2 = 0.1893 hvote | Freq. Percent Cum. ------------+----------------------------------- democrat | 335 51.70 51.70 2 | 313 48.30 100.00 ------------+----------------------------------- Total | 648 100.00 > 91 .92 .92 .93 .94 .95 .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 . .5169753 .5251445 .5552261 .5197614 .5013049 .5947969 .5238886 2 .1893244 .4830247 .4748555 .4447739 .4802386 .4986951 .4052031 .4761114 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 1 .5251445 .5506756 .0650137 .4156065 .6774916 2 .4748555 .4493244 .0650137 .3225084 .5843935 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 .5552261 .0363449 .0449148 -.0565185 .1409945 2 .4447739 -.0363449 .0449148 -.1409945 .0565185 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 .5197614 -.0044931 .0383937 -.0964975 .0756689 2 .4802386 .0044931 .0383937 -.0756689 .0964975 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 .5947969 .0781072 .0523715 -.0274638 .2006085 2 .4052031 -.0781072 .0523715 -.2006085 .0274638 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 .5238886 .0143246 .0327343 -.0621773 .0861846 2 .4761114 -.0143246 .0327343 -.0861846 .0621773 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 1 .5519602 .0637786 .4219862 .6776724 2 .4480398 .0637786 .3223276 .5780138 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 .0347387 .0435484 -.060229 .1316199 2 -.0347387 .0435484 -.1316199 .060229 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 .001389 .0368571 -.0793267 .0793722 2 -.001389 .0368571 -.0793722 .0793267 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 .0815837 .050679 -.0306038 .1989716 2 -.0815837 .050679 -.1989716 .0306038 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 .0217876 .0318145 -.0433423 .0899472 2 -.0217876 .0318145 -.0899472 .0433423