The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial regression Number of obs = 676 LR chi2(19) = 384.78 Prob > chi2 = 0.0000 Log likelihood = -273.14104 Pseudo R2 = 0.4133 ------------------------------------------------------------------------------ hvote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- democrat | _Iretnat_1 | .9135506 .2220891 -0.37 0.710 .5672845 1.471175 _Iretnat_3 | .5224191 .2013119 -1.68 0.092 .2454778 1.111798 age | .9929891 .0074054 -0.94 0.345 .9785803 1.00761 educ | .9245015 .1393821 -0.52 0.603 .6879813 1.242335 income | .7723082 .0959376 -2.08 0.038 .6054144 .9852095 occupB1 | .7506786 .2222041 -0.97 0.333 .4202374 1.340952 occupB3 | .3203129 .1869089 -1.95 0.051 .1020661 1.005234 presapp | .5876997 .0837421 -3.73 0.000 .4444948 .7770416 union | 1.061038 .2975837 0.21 0.833 .6123487 1.838497 female | .8971957 .2149347 -0.45 0.651 .5610104 1.43484 black | 4.83002 2.863131 2.66 0.008 1.511385 15.43557 church | .7670979 .0855367 -2.38 0.017 .6165041 .9544773 south | .8435935 .2063543 -0.70 0.487 .5222974 1.362538 pid | .6358729 .0425177 -6.77 0.000 .5577694 .7249131 libcon | .8365634 .0858264 -1.74 0.082 .6841804 1.022886 abort96 | .9233753 .118941 -0.62 0.536 .7173548 1.188564 defspd96 | .8024277 .077785 -2.27 0.023 .6635794 .9703288 trust | 1.18533 .197606 1.02 0.308 .8549398 1.643398 efficacy | .9123391 .1765979 -0.47 0.636 .6242988 1.333276 ------------------------------------------------------------------------------ (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) = 2.84 Prob > chi2 = 0.2416 hvote | Freq. Percent Cum. ------------+----------------------------------- democrat | 306 45.27 45.27 2 | 370 54.73 100.00 ------------+----------------------------------- Total | 676 100.00 > .87 .88 .89 .9 .9 .91 .92 .93 .93 .94 .95 .96 .96 .97 .98 .99 .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 .2415506 .4526627 .4855825 .4526761 .4906902 .5021738 .4129682 .4898375 2 . .5473373 .5144175 .5473239 .5093098 .4978262 .5870318 .5101625 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 1 .4855825 .4672461 .0621733 .3510933 .5788427 2 .5144175 .5327539 .0621733 .4211573 .6489067 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 .4526761 -.0354568 .0425579 -.1167365 .0510517 2 .5473239 .0354568 .0425579 -.0510517 .1167365 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 .4906902 .0041147 .0362128 -.0677447 .0738371 2 .5093098 -.0041147 .0362128 -.0738372 .0677447 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 .4129682 -.0798063 .0500064 -.1734622 .0220753 2 .5870318 .0798063 .0500064 -.0220753 .1734622 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 .4898375 -.0118867 .0352407 -.0803948 .0571214 2 .5101625 .0118867 .0352407 -.0571214 .0803948 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 1 .4685991 .0602002 .3574456 .577153 2 .5314009 .0602002 .422847 .6425544 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 -.0324036 .040673 -.1068683 .0470145 2 .0324036 .040673 -.0470145 .1068683 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 .0042154 .0322736 -.0577748 .0630903 2 -.0042154 .0322736 -.0630903 .0577748 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 -.0725337 .050662 -.1703791 .0214786 2 .0725337 .050662 -.0214786 .1703791 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 -.0102578 .0302074 -.0697919 .0424093 2 .0102578 .0302074 -.0424093 .0697919