The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 417 LR chi2(26) = 116.08 Prob > chi2 = 0.0000 Log likelihood = -359.09643 Pseudo R2 = 0.1391 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- labor | _Iretnat_1 | 1.203302 .8380861 0.27 0.790 .3072717 4.712234 _Iretnat_3 | .3816961 .1805583 -2.04 0.042 .1510301 .9646544 age | .9821376 .0105278 -1.68 0.093 .9617188 1.00299 male | 2.402257 .786351 2.68 0.007 1.264703 4.562999 income | 1.194712 .2224869 0.96 0.339 .8293678 1.720994 edulevel | 1.055055 .1988877 0.28 0.776 .7291477 1.526632 notrelig | 2.696505 .9246398 2.89 0.004 1.376961 5.280571 urban | 1.223226 .225646 1.09 0.275 .8520935 1.756006 occupa2 | .8982299 .4042016 -0.24 0.811 .3718336 2.169834 occupa3 | 2.560409 1.06282 2.26 0.024 1.134952 5.776186 demsat | 1.59716 .2833538 2.64 0.008 1.128069 2.261314 lrself | .7365316 .0670064 -3.36 0.001 .6162442 .8802985 supeu | .830733 .0930945 -1.65 0.098 .6669193 1.034784 -------------+---------------------------------------------------------------- fg | _Iretnat_1 | 2.690055 1.392118 1.91 0.056 .9755726 7.417588 _Iretnat_3 | .5058123 .1751571 -1.97 0.049 .256583 .9971278 age | 1.015159 .0088743 1.72 0.085 .9979139 1.032702 male | 1.116114 .2735184 0.45 0.654 .6904157 1.804292 income | 1.41052 .207247 2.34 0.019 1.057578 1.881247 edulevel | 1.117082 .1624617 0.76 0.446 .8400237 1.485521 notrelig | 2.322097 .6802459 2.88 0.004 1.307752 4.123209 urban | 1.029639 .1437863 0.21 0.834 .7830998 1.353795 occupa2 | 1.25072 .3977659 0.70 0.482 .6705831 2.332745 occupa3 | .9182007 .3375499 -0.23 0.816 .4467021 1.887371 demsat | 1.052743 .1508098 0.36 0.720 .7950313 1.393993 lrself | .8674 .062549 -1.97 0.049 .7530754 .9990803 supeu | 1.10102 .0982301 1.08 0.281 .9243862 1.311406 ------------------------------------------------------------------------------ (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) = 18.75 Prob > chi2 = 0.0009 vote | Freq. Percent Cum. ------------+----------------------------------- labor | 70 16.79 16.79 fg | 128 30.70 47.48 ff | 219 52.52 100.00 ------------+----------------------------------- Total | 417 100.00 >.99 .99 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 .0289887 .1678657 .1686392 .1645628 .2337584 .2427316 .1550816 .1898003 30 .0002619 .3069544 .3105037 .2768962 .4007388 .3514408 .267676 .5549689 60 . .5251799 .5208571 .558541 .3655028 .4058275 .5772425 .2552308 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .1686392 .1738479 .062512 .0768205 .3160532 30 .3105037 .3084029 .0782132 .1719036 .4728408 60 .5208571 .5177492 .0846597 .3543289 .6815839 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .1645628 -.0168385 .0672522 -.1619654 .1060313 30 .2768962 -.1368293 .0803572 -.2961838 .0187408 60 .558541 .1536679 .0821514 -.0058473 .3191983 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .2337584 .0704713 .0706294 -.0490426 .2234433 30 .4007388 .0952817 .0708672 -.0383804 .2376104 60 .3655028 -.165753 .0757132 -.3187436 -.0262918 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .1550816 -.0862853 .0685242 -.2369028 .024352 30 .267676 -.0805785 .0661173 -.214849 .0416241 60 .5772425 .1668638 .0709995 .0411324 .3106467 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .1898003 -.0547411 .0865873 -.2345602 .1213088 30 .5549689 .1918812 .0994447 -.007251 .3868405 60 .2552308 -.1371401 .1005852 -.3386542 .0749827 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .1761551 .0629351 .0786388 .3194852 30 .3118456 .0771617 .1766947 .4738035 60 .5249322 .0815588 .3668907 .6814544 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 -.0181687 .0687375 -.1663814 .1047785 30 -.1285729 .0842719 -.2977977 .0260784 60 .1549818 .0826259 -.0020507 .3187755 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .0706742 .0706879 -.0476477 .2238384 30 .0999284 .073315 -.0300502 .2499019 60 -.1617866 .0757473 -.3111094 -.0158613 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 -.086466 .0682859 -.2376619 .0221693 30 -.085828 .0685895 -.2265059 .0352942 60 .1647624 .0712321 .0268497 .3048681 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 -.0535087 .0891397 -.2365454 .1251119 30 .1843476 .1034844 -.0061867 .3922768 60 -.140122 .0986918 -.3360063 .0454059