The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial regression Number of obs = 806 LR chi2(18) = 616.07 Prob > chi2 = 0.0000 Log likelihood = -235.45027 Pseudo R2 = 0.5668 ------------------------------------------------------------------------------ prestri | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- democrat | _Iretnat_1 | .4092753 .1108592 -3.30 0.001 .2406873 .6959498 _Iretnat_3 | 1.813914 .6001909 1.80 0.072 .9483525 3.469474 age | .9995719 .0086437 -0.05 0.961 .9827732 1.016658 educ | 1.35235 .2331655 1.75 0.080 .9645595 1.896046 income | .6268436 .0828567 -3.53 0.000 .4837787 .8122163 occupB1 | .9038725 .2725046 -0.34 0.737 .50059 1.632045 occupB3 | .6712384 .3435667 -0.78 0.436 .2461488 1.830442 union | 2.849976 .8207134 3.64 0.000 1.620761 5.011451 female | .8380394 .2242768 -0.66 0.509 .4959811 1.416002 black | 5.533223 3.080096 3.07 0.002 1.858458 16.47418 church | 1.084277 .1404549 0.62 0.532 .841158 1.397665 south | .8340862 .243851 -0.62 0.535 .4702797 1.479332 pid | .4309908 .0336279 -10.79 0.000 .3698736 .502207 libcon | .686151 .0723201 -3.57 0.000 .5580889 .8435991 abort96 | 1.295296 .1761183 1.90 0.057 .9922777 1.690849 defspd96 | .7706847 .0670706 -2.99 0.003 .6498289 .9140173 trust | .8039929 .1313085 -1.34 0.182 .583759 1.107314 efficacy | 1.076113 .2078884 0.38 0.704 .7369173 1.571436 ------------------------------------------------------------------------------ (Outcome prestri==republican 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) = 22.84 Prob > chi2 = 0.0000 prestri | Freq. Percent Cum. ------------+----------------------------------- republican | 481 59.68 59.68 democrat | 325 40.32 100.00 ------------+----------------------------------- Total | 806 100.00 > .88 .88 .89 .89 .9 .91 .91 .92 .93 .93 .94 .94 .95 .96 .96 .97 .98 .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 -------------------------------------------------------------------------------- 3 . .5967742 .5975206 .5379218 .6446027 .5708657 .5066792 .6677362 4 .000011 .4032258 .4024794 .4620782 .3553973 .4291343 .4933208 .3322638 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 3 .5975206 .5583577 .0462342 .4709463 .6557888 4 .4024794 .4416423 .0462342 .3442112 .5290537 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 3 .5379218 -.0681843 .0333907 -.1453911 -.0151586 4 .4620782 .0681843 .0333907 .0151586 .1453911 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 3 .6446027 .0877455 .0388602 .0210893 .1721412 4 .3553973 -.0877455 .0388602 -.1721412 -.0210893 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 3 .5066792 -.0603681 .0359743 -.1483164 -.0047095 4 .4933208 .0603681 .0359743 .0047095 .1483164 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 3 .6677362 .0934199 .0368415 .03092 .1724352 4 .3322638 -.0934199 .0368415 -.1724352 -.03092 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 3 .5598881 .0446937 .4755003 .6570983 4 .4401119 .0446937 .3429017 .5244997 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 3 -.068702 .0316868 -.145951 -.0163754 4 .068702 .0316868 .0163754 .145951 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 3 .0891746 .0378922 .0263657 .1804712 4 -.0891746 .0378922 -.1804712 -.0263657 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 3 -.0633064 .035812 -.1541761 -.0033747 4 .0633064 .035812 .0033747 .1541761 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 3 .0923301 .0336832 .0384586 .171733 4 -.0923301 .0336832 -.171733 -.0384586