The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 637 LR chi2(30) = 488.67 Prob > chi2 = 0.0000 Log likelihood = -392.69228 Pseudo R2 = 0.3836 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- labor | _Iretnat_1 | .4191274 .1799501 -2.03 0.043 .1806705 .9723104 _Iretnat_3 | 2.129801 .7122473 2.26 0.024 1.10581 4.102018 age | 1.001305 .0085386 0.15 0.878 .9847087 1.018181 male | 1.193808 .3234126 0.65 0.513 .7019996 2.030169 edulevel | .7034807 .0986137 -2.51 0.012 .5344794 .9259198 notrelig | .9301773 .1616387 -0.42 0.677 .6616843 1.307617 urban | 1.173714 .2124996 0.88 0.376 .8231009 1.673676 pubhome | 6.52443 4.474253 2.73 0.006 1.701433 25.01902 ownhome | 1.488322 .8539873 0.69 0.488 .483375 4.582575 unionhld | 4.410146 1.338225 4.89 0.000 2.433114 7.993621 occupa2 | .5363839 .1761729 -1.90 0.058 .281775 1.021055 occupa3 | .6475958 .2371951 -1.19 0.236 .3158888 1.32762 demsat | 2.830072 .588491 5.00 0.000 1.882769 4.254006 lrself | .3495102 .0356571 -10.30 0.000 .2861673 .4268741 eusup | 2.233001 .5218694 3.44 0.001 1.412397 3.530378 -------------+---------------------------------------------------------------- sdp_lib | _Iretnat_1 | .6154367 .2686191 -1.11 0.266 .2616135 1.447793 _Iretnat_3 | 1.924636 .6784226 1.86 0.063 .9645068 3.840538 age | 1.00858 .008716 0.99 0.323 .9916408 1.025808 male | 1.266597 .3544299 0.84 0.398 .7318937 2.191941 edulevel | .8024448 .1086433 -1.63 0.104 .6154186 1.046308 notrelig | 1.123893 .1883438 0.70 0.486 .8092432 1.560884 urban | .9935823 .1853632 -0.03 0.972 .6892921 1.432202 pubhome | 1.938752 1.522162 0.84 0.399 .4161241 9.032785 ownhome | 1.630829 .9916712 0.80 0.421 .4952352 5.370384 unionhld | 1.830552 .595342 1.86 0.063 .9677196 3.462696 occupa2 | 1.354574 .5081752 0.81 0.419 .6493369 2.82576 occupa3 | 1.780892 .7142729 1.44 0.150 .8114114 3.908715 demsat | 2.715902 .5791563 4.69 0.000 1.788127 4.125055 lrself | .5517191 .0527514 -6.22 0.000 .457438 .6654321 eusup | 2.207937 .5370482 3.26 0.001 1.370706 3.55655 ------------------------------------------------------------------------------ (Outcome vote==con is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [labor]_Iretnat_1 = 0 ( 2) [sdp_lib]_Iretnat_1 = 0 ( 3) [labor]_Iretnat_3 = 0 ( 4) [sdp_lib]_Iretnat_3 = 0 chi2( 4) = 22.62 Prob > chi2 = 0.0002 vote | Freq. Percent Cum. ------------+----------------------------------- labor | 246 38.62 38.62 sdp_lib | 91 14.29 52.90 con | 300 47.10 100.00 ------------+----------------------------------- Total | 637 100.00 >.98 .98 .98 .99 .99 .99 .99 .99 .99 1 1 1 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 -------------------------------------------------------------------------------- 20 .00004 .3861852 .3837907 .412322 .3314039 .3640722 .4264433 .2816297 40 .0048785 .1428571 .1475634 .1587424 .1280608 .1339738 .166452 .1238087 60 . .4709576 .4686459 .4289356 .5405353 .501954 .4071047 .5945616 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .3837907 .3821136 .0567074 .2740896 .4928722 40 .1475634 .149854 .0572044 .0632538 .2839024 60 .4686459 .4680324 .0558439 .3598386 .5752658 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .412322 .0623294 .041363 -.0132066 .1511906 40 .1587424 .0253275 .0416955 -.0524753 .1146669 60 .4289356 -.0876569 .0487731 -.1904705 -.0012005 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .3314039 -.0646334 .046721 -.1638776 .022069 40 .1280608 -.021147 .0439388 -.1112846 .0647035 60 .5405353 .0857805 .045865 .005307 .182543 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .4264433 .0595427 .0431463 -.0198187 .15132 40 .166452 .0289252 .0421065 -.0512232 .1155262 60 .4071047 -.0884679 .0442988 -.1808559 -.0103757 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .2816297 -.0776689 .051377 -.1875091 .0192956 40 .1238087 -.0087703 .0478363 -.1105676 .0846718 60 .5945616 .0864392 .0527023 -.0059922 .1999161 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .3862939 .0544197 .2839732 .4940682 40 .1499335 .0548334 .0662975 .2777649 60 .4703612 .054167 .366291 .5752121 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .0644846 .040867 -.0081883 .1508584 40 .030599 .0404155 -.0467153 .1164647 60 -.0857026 .0459522 -.1849294 -.006431 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 -.0686035 .0444001 -.1602236 .0124501 40 -.031877 .0407183 -.115745 .0491658 60 .0831025 .0436286 .0097164 .178081 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .060893 .0409558 -.0156728 .1443277 40 .0322539 .0395322 -.0488562 .1118807 60 -.0852725 .0421603 -.1775734 -.0154931 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 -.0845784 .0501434 -.1924497 .0019267 40 -.0300112 .043005 -.1253632 .0486774 60 .0842976 .0496308 -.0033823 .1901735