The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial regression Number of obs = 642 LR chi2(19) = 267.31 Prob > chi2 = 0.0000 Log likelihood = -305.29469 Pseudo R2 = 0.3045 ------------------------------------------------------------------------------ hvote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- 2 | _Iretnat_1 | 1.225167 .312699 0.80 0.426 .7429224 2.020446 _Iretnat_3 | .9917256 .250645 -0.03 0.974 .6043132 1.6275 age | 1.006026 .0067698 0.89 0.372 .9928446 1.019383 educ | 1.338316 .176561 2.21 0.027 1.033383 1.733228 income | 1.131866 .1318805 1.06 0.288 .9007748 1.422242 occupB1 | .7600422 .2087616 -1.00 0.318 .4436467 1.302081 occupB3 | .5356212 .2470478 -1.35 0.176 .2168966 1.322704 presapp | .8806202 .1070366 -1.05 0.296 .6939493 1.117505 union | .4199464 .1116861 -3.26 0.001 .2493527 .7072511 female | 1.336816 .2976178 1.30 0.192 .8641064 2.068122 black | .3814292 .2581634 -1.42 0.154 .1012264 1.437256 church | 1.211315 .1296302 1.79 0.073 .9821208 1.493996 south | .5089975 .1314824 -2.61 0.009 .3067866 .8444908 pid | 1.578571 .1016508 7.09 0.000 1.391399 1.790922 libcon | 1.280502 .1208631 2.62 0.009 1.064235 1.540717 abort96 | .8875817 .1007983 -1.05 0.294 .7104632 1.108856 defspd96 | 1.089251 .087417 1.07 0.287 .9307122 1.274795 trust | .7736211 .1116716 -1.78 0.075 .5829859 1.026594 efficacy | 1.003889 .1641975 0.02 0.981 .7285542 1.383278 ------------------------------------------------------------------------------ (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) = 0.70 Prob > chi2 = 0.7042 hvote | Freq. Percent Cum. ------------+----------------------------------- democrat | 365 56.85 56.85 2 | 277 43.15 100.00 ------------+----------------------------------- Total | 642 100.00 > 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 . .5685358 .6000639 .6086544 .5845421 .606373 .6076849 .5740349 2 .7041697 .4314642 .3999361 .3913456 .4154579 .393627 .3923151 .4259651 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 1 .6000639 .5883647 .0719932 .4457642 .7206757 2 .3999361 .4116353 .0719932 .2793243 .5542358 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 .6086544 .0177573 .0464708 -.0811391 .1116194 2 .3913456 -.0177573 .0464708 -.1116194 .0811391 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 .5845421 -.0244625 .0444688 -.1172346 .0656772 2 .4154579 .0244625 .0444688 -.0656772 .1172346 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 .6076849 .0030895 .0463275 -.0981614 .0950023 2 .3923151 -.0030895 .0463275 -.0950023 .0981615 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 .5740349 -.0404149 .0457565 -.1377497 .0484199 2 .4259651 .0404149 .0457565 -.0484199 .1377497 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 1 .5890926 .0726506 .4447505 .719208 2 .4109074 .0726506 .280792 .5552495 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 .0080489 .0409063 -.0772807 .0930898 2 -.0080489 .0409063 -.0930898 .0772807 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 -.0166187 .0395065 -.1040562 .061983 2 .0166187 .0395065 -.061983 .1040562 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 -.009449 .0401594 -.0987489 .0690047 2 .009449 .0401594 -.0690047 .098749 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 -.0353125 .0411255 -.1326649 .0405839 2 .0353125 .0411255 -.0405839 .1326649