The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 2058 LR chi2(48) = 2169.95 Prob > chi2 = 0.0000 Log likelihood = -1835.1406 Pseudo R2 = 0.3716 ------------------------------------------------------------------------------ postvote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- com | _Iretnat_1 | .6478394 .1709918 -1.64 0.100 .3861889 1.086763 _Iretnat_3 | 1.166711 .3431751 0.52 0.600 .6555284 2.076513 age | .8056973 .0816204 -2.13 0.033 .6606048 .9826573 educat | 1.501069 .113353 5.38 0.000 1.29456 1.74052 churchat | .5492643 .087399 -3.77 0.000 .4021037 .7502821 male | 1.715014 .4202083 2.20 0.028 1.060984 2.772215 income | 1.010339 .1118244 0.09 0.926 .8133101 1.2551 occupa1 | .7715663 .2086516 -0.96 0.338 .4541362 1.310872 occupa3 | .9970932 .7043865 -0.00 0.997 .2496968 3.981609 unionhld | .3702769 .1091478 -3.37 0.001 .2077854 .6598393 ownhome | .7767165 .1882303 -1.04 0.297 .4830382 1.248946 lrself | .5543417 .045145 -7.24 0.000 .4725596 .6502771 -------------+---------------------------------------------------------------- cen-cd | _Iretnat_1 | .3656805 .0959075 -3.84 0.000 .2187037 .6114312 _Iretnat_3 | 2.086815 .4250598 3.61 0.000 1.399923 3.11074 age | 1.0975 .0778874 1.31 0.190 .9549843 1.261283 educat | 1.144514 .0611869 2.52 0.012 1.030659 1.270947 churchat | 2.303758 .2288365 8.40 0.000 1.896206 2.798906 male | 2.255952 .4440961 4.13 0.000 1.533792 3.31813 income | .7955362 .0696117 -2.61 0.009 .6701582 .9443707 occupa1 | .919829 .1904252 -0.40 0.686 .6130407 1.380145 occupa3 | .4403928 .1978235 -1.83 0.068 .1825922 1.06218 unionhld | .7716827 .1656161 -1.21 0.227 .5067066 1.175225 ownhome | 1.822584 .3580859 3.06 0.002 1.240083 2.678702 lrself | 2.84207 .2050509 14.48 0.000 2.4673 3.273766 -------------+---------------------------------------------------------------- pp | _Iretnat_1 | .4901147 .1074437 -3.25 0.001 .3189305 .7531811 _Iretnat_3 | 1.638807 .3150704 2.57 0.010 1.124292 2.388781 age | 1.094434 .0722941 1.37 0.172 .9615294 1.24571 educat | 1.261507 .0602914 4.86 0.000 1.148704 1.385388 churchat | 1.207712 .1104866 2.06 0.039 1.009467 1.444891 male | 1.252683 .2282462 1.24 0.216 .8764905 1.790338 income | 1.057408 .0841769 0.70 0.483 .9046514 1.235959 occupa1 | .4605671 .088877 -4.02 0.000 .3155252 .6722824 occupa3 | .9953856 .3383874 -0.01 0.989 .5112345 1.938039 unionhld | .6695608 .1325555 -2.03 0.043 .4542285 .9869739 ownhome | 1.134079 .1972976 0.72 0.470 .806415 1.594881 lrself | 2.904012 .1984018 15.60 0.000 2.540062 3.320109 -------------+---------------------------------------------------------------- mod | _Iretnat_1 | .3270021 .0892737 -4.09 0.000 .1914992 .5583853 _Iretnat_3 | 1.850188 .4026971 2.83 0.005 1.207675 2.834533 age | 1.039959 .0772513 0.53 0.598 .8990554 1.202946 educat | 1.302305 .070373 4.89 0.000 1.171429 1.447802 churchat | 1.049535 .1112664 0.46 0.648 .852623 1.291925 male | 2.256603 .4765962 3.85 0.000 1.491697 3.413733 income | 1.13914 .1032507 1.44 0.151 .9537284 1.360596 occupa1 | .4969546 .1123682 -3.09 0.002 .3190424 .7740786 occupa3 | .9328006 .3440834 -0.19 0.850 .4526942 1.922085 unionhld | .4897147 .1071283 -3.26 0.001 .3189608 .7518808 ownhome | 1.23462 .2490514 1.04 0.296 .831431 1.833328 lrself | 5.399982 .4298938 21.18 0.000 4.619851 6.31185 ------------------------------------------------------------------------------ (Outcome postvote==soc is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [com]_Iretnat_1 = 0 ( 2) [cen-cd]_Iretnat_1 = 0 ( 3) [pp]_Iretnat_1 = 0 ( 4) [mod]_Iretnat_1 = 0 ( 5) [com]_Iretnat_3 = 0 ( 6) [cen-cd]_Iretnat_3 = 0 ( 7) [pp]_Iretnat_3 = 0 ( 8) [mod]_Iretnat_3 = 0 chi2( 8) = 73.65 Prob > chi2 = 0.0000 postvote | Freq. Percent Cum. ------------+----------------------------------- com | 111 5.39 5.39 soc | 892 43.34 48.74 cen-cd | 281 13.65 62.39 pp | 355 17.25 79.64 mod | 419 20.36 100.00 ------------+----------------------------------- Total | 2,058 100.00 > .............................................................................................................................. 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 -------------------------------------------------------------------------------- 11 .0953971 .0539359 .053817 .060431 .0492002 22 . .4334305 .4325329 .3832423 .4886708 41 8.65e-12 .1365403 .1367646 .1581618 .107971 44 6.93e-08 .1724976 .1726286 .1808702 .1688751 55 2.01e-10 .2035957 .2042569 .2172947 .1852829 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 11 .053817 .0475127 .0135559 .0260709 .0801541 22 .4325329 .4288621 .0314358 .3656359 .4921056 41 .1367646 .1363668 .0261752 .0905994 .1945477 44 .1726286 .1726077 .0307736 .1157623 .2391417 55 .2042569 .2146508 .0251644 .1667929 .2681232 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 11 .060431 .010515 .0132235 -.0158406 .0382892 22 .3832423 -.0869948 .02773 -.1440138 -.0333058 41 .1581618 .038872 .0197844 -.0006588 .0794521 44 .1808702 .0141488 .0208556 -.0284971 .0569267 55 .2172947 .023459 .0155651 -.0068389 .0570466 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 11 .0492002 -.0043265 .0077206 -.0203712 .0118239 22 .4886708 .0777263 .0231149 .032512 .1243647 41 .107971 -.0396784 .0227731 -.0858433 .0063595 44 .1688751 -.0045132 .0252781 -.0548332 .0490495 55 .1852829 -.0292083 .0214573 -.0744759 .0130147