The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 530 LR chi2(24) = 138.06 Prob > chi2 = 0.0000 Log likelihood = -415.57758 Pseudo R2 = 0.1424 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- labor | _Iretnat_1 | 1.009906 .6492105 0.02 0.988 .2864789 3.560159 _Iretnat_3 | .8063731 .4029485 -0.43 0.667 .3028214 2.147265 age | .9568756 .0123446 -3.42 0.001 .9329839 .981379 male | .6331469 .2351088 -1.23 0.218 .305791 1.310945 edulevel | .6719594 .1501588 -1.78 0.075 .4336407 1.041252 relig | .8320449 .0668724 -2.29 0.022 .7107792 .9739996 urban | 1.749645 .3867173 2.53 0.011 1.13452 2.698285 occupa2 | .9226196 .399304 -0.19 0.852 .395028 2.154852 occupa3 | 1.855253 .798112 1.44 0.151 .7984075 4.311038 demsat | 1.384211 .3021239 1.49 0.136 .9024338 2.123192 lrself | .6075854 .0649284 -4.66 0.000 .4927713 .7491509 eusup | .8343157 .1081694 -1.40 0.162 .6471005 1.075695 -------------+---------------------------------------------------------------- fg | _Iretnat_1 | 1.282767 .4002554 0.80 0.425 .6959077 2.364525 _Iretnat_3 | .4587972 .1231438 -2.90 0.004 .2711149 .7764047 age | 1.007632 .0067867 1.13 0.259 .9944173 1.021021 male | .7593568 .1577609 -1.33 0.185 .5053633 1.141006 edulevel | 1.56853 .1797248 3.93 0.000 1.253028 1.963473 relig | .9461846 .0601731 -0.87 0.384 .8353015 1.071787 urban | .7984265 .0981133 -1.83 0.067 .6275328 1.015859 occupa2 | 1.017937 .2681035 0.07 0.946 .6074797 1.705727 occupa3 | .9544923 .2681679 -0.17 0.868 .5503315 1.655467 demsat | .9781003 .1236155 -0.18 0.861 .7634942 1.253029 lrself | .9572191 .0566492 -0.74 0.460 .8523862 1.074945 eusup | .9172275 .0736493 -1.08 0.282 .7836629 1.073556 ------------------------------------------------------------------------------ (Outcome vote==ff is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [labor]_Iretnat_1 = 0 ( 2) [fg]_Iretnat_1 = 0 ( 3) [labor]_Iretnat_3 = 0 ( 4) [fg]_Iretnat_3 = 0 chi2( 4) = 18.78 Prob > chi2 = 0.0009 vote | Freq. Percent Cum. ------------+----------------------------------- labor | 52 9.81 9.81 fg | 176 33.21 43.02 ff | 302 56.98 100.00 ------------+----------------------------------- Total | 530 100.00 > .81 .82 .83 .84 .85 .86 .87 .88 .89 .9 .91 .92 .92 .93 .94 .95 .96 .97 .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 -------------------------------------------------------------------------------- 20 .8637934 .0981132 .1224682 .1246721 .1178213 .1211769 .1259677 .113154 30 .00009 .3320755 .3312014 .2906432 .4353932 .412935 .2597295 .4687741 60 . .5698113 .5463304 .5846847 .4467855 .465888 .6143027 .4180719 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .1224682 .1116151 .0452999 .0452495 .2185716 30 .3312014 .3327531 .0699663 .2030417 .4796306 60 .5463304 .5556318 .0778974 .4016205 .7050671 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .1246721 .003275 .0421994 -.0854596 .0920784 30 .2906432 -.0905263 .0701848 -.2287388 .0459197 60 .5846847 .0872513 .0701564 -.0580559 .2208447 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .1178213 -.0054638 .0435667 -.0889167 .085135 30 .4353932 .1313885 .0660598 .0025939 .2573374 60 .4467855 -.1259247 .064996 -.246057 .0116013 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .1259677 .005466 .0389397 -.0752608 .0784662 30 .2597295 -.1554106 .0624233 -.2705273 -.0322242 60 .6143027 .1499446 .0621141 .0171307 .2614986 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .113154 -.0030401 .0507182 -.1127646 .1044288 30 .4687741 .0458221 .0777293 -.1012281 .2067476 60 .4180719 -.0427821 .074083 -.1907172 .1055463 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .11303 .045546 .0453809 .2225761 30 .3299737 .0659743 .2111338 .4696467 60 .5653098 .0701396 .4237617 .6992364 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .0069138 .0422275 -.0805227 .094465 30 -.092725 .0652567 -.2194705 .0442061 60 .0946804 .0664661 -.0470873 .2189806 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 -.0049214 .0441035 -.0897116 .089941 30 .1295355 .062044 -.0008633 .2543216 60 -.1241884 .0615923 -.2404404 .0105023 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .0031923 .0400406 -.0846767 .0761112 30 -.150299 .0593904 -.2735665 -.0246768 60 .1426578 .0591578 .0111143 .2564042 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 -.0102836 .0498044 -.1169351 .092679 30 .0532595 .0700071 -.0931944 .182083 60 -.0565291 .0697111 -.1834962 .087719