The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 2020 LR chi2(72) = 2062.46 Prob > chi2 = 0.0000 Log likelihood = -2162.9943 Pseudo R2 = 0.3228 ------------------------------------------------------------------------------ postvote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- grn | _Iretnat_1 | .8216114 .1973035 -0.82 0.413 .5131651 1.315454 _Iretnat_3 | 2.177069 .5567329 3.04 0.002 1.318857 3.593738 age | .9450173 .0820798 -0.65 0.515 .7970919 1.120395 educat | 1.339869 .0817029 4.80 0.000 1.188933 1.509966 churchat | 1.03272 .1216094 0.27 0.785 .8198759 1.300819 male | 1.376926 .3092863 1.42 0.154 .8865702 2.138495 income | .806591 .0762299 -2.27 0.023 .6702047 .9707319 occupa1 | .6153966 .1492873 -2.00 0.045 .3825292 .9900239 occupa3 | .7206838 .4710881 -0.50 0.616 .2001434 2.595065 unionhld | .9987807 .270814 -0.00 0.996 .5870451 1.699295 ownhome | 1.374252 .3076644 1.42 0.156 .8861377 2.131235 lrself | 1.458478 .1077962 5.11 0.000 1.261792 1.685824 -------------+---------------------------------------------------------------- com | _Iretnat_1 | .8488422 .2145311 -0.65 0.517 .5172489 1.39301 _Iretnat_3 | 1.965491 .5471907 2.43 0.015 1.138931 3.391913 age | .8726106 .0842734 -1.41 0.158 .7221288 1.054451 educat | 1.297272 .0900512 3.75 0.000 1.132255 1.486339 churchat | .7679753 .1023193 -1.98 0.048 .5914793 .9971374 male | .9710033 .228991 -0.12 0.901 .6116211 1.541555 income | 1.102685 .1150733 0.94 0.349 .8987155 1.352946 occupa1 | .576509 .1586588 -2.00 0.045 .3361632 .9886943 occupa3 | .605029 .4132156 -0.74 0.462 .1586472 2.307384 unionhld | .587933 .1773104 -1.76 0.078 .3255519 1.061782 ownhome | .6984964 .1578673 -1.59 0.112 .4485222 1.087788 lrself | .589935 .0419651 -7.42 0.000 .5131612 .6781949 -------------+---------------------------------------------------------------- cen | _Iretnat_1 | .6796778 .1420132 -1.85 0.065 .4512855 1.023658 _Iretnat_3 | 2.093837 .461683 3.35 0.001 1.359115 3.225742 age | 1.120166 .0787215 1.61 0.106 .9760292 1.285589 educat | 1.212649 .0620608 3.77 0.000 1.096914 1.340596 churchat | 2.05526 .2055344 7.20 0.000 1.689442 2.50029 male | 2.232489 .4410696 4.07 0.000 1.515719 3.288213 income | .7083504 .0578797 -4.22 0.000 .6035261 .8313813 occupa1 | .8754647 .1867083 -0.62 0.533 .5763747 1.329757 occupa3 | 1.144257 .5186495 0.30 0.766 .4706582 2.781902 unionhld | .922933 .1998988 -0.37 0.711 .6036814 1.411018 ownhome | 1.722129 .3434987 2.73 0.006 1.164886 2.545937 lrself | 3.146054 .2435425 14.81 0.000 2.703167 3.661503 -------------+---------------------------------------------------------------- pp | _Iretnat_1 | 1.09416 .2317339 0.42 0.671 .722443 1.657136 _Iretnat_3 | 1.911584 .4684691 2.64 0.008 1.182471 3.090268 age | 1.02645 .0760868 0.35 0.725 .8876498 1.186955 educat | 1.29454 .0677787 4.93 0.000 1.168285 1.434439 churchat | 1.227201 .1295795 1.94 0.053 .9977866 1.509363 male | 1.220906 .249321 0.98 0.328 .8181981 1.821822 income | .9379394 .0783462 -0.77 0.443 .7962947 1.10478 occupa1 | .417397 .0946767 -3.85 0.000 .2675927 .6510652 occupa3 | 2.182994 .864708 1.97 0.049 1.004343 4.744854 unionhld | .7469106 .1647332 -1.32 0.186 .4847678 1.150809 ownhome | 1.114406 .2255344 0.54 0.592 .7495087 1.656954 lrself | 3.75099 .3012253 16.46 0.000 3.204717 4.39038 -------------+---------------------------------------------------------------- mod | _Iretnat_1 | 1.038388 .2486559 0.16 0.875 .6494232 1.660317 _Iretnat_3 | 2.639276 .6908385 3.71 0.000 1.580084 4.408485 age | 1.226908 .0970772 2.58 0.010 1.05066 1.432723 educat | 1.451473 .0851687 6.35 0.000 1.293787 1.628379 churchat | 1.302862 .1532912 2.25 0.025 1.034542 1.640772 male | 1.942951 .4406568 2.93 0.003 1.245694 3.030487 income | .9315488 .085174 -0.78 0.438 .778714 1.11438 occupa1 | .5230858 .1352258 -2.51 0.012 .3151548 .868204 occupa3 | 2.41896 .9988194 2.14 0.032 1.076854 5.433763 unionhld | .5029878 .117928 -2.93 0.003 .3176793 .7963902 ownhome | .9357163 .2099759 -0.30 0.767 .6027449 1.45263 lrself | 6.906637 .63021 21.18 0.000 5.775599 8.259166 -------------+---------------------------------------------------------------- cd | _Iretnat_1 | .7935612 .2889212 -0.64 0.525 .3887527 1.619897 _Iretnat_3 | 1.500808 .6083908 1.00 0.317 .6780614 3.32186 age | 1.010986 .125715 0.09 0.930 .7923173 1.290004 educat | 1.21353 .1052642 2.23 0.026 1.023801 1.43842 churchat | 7.384969 1.632409 9.05 0.000 4.788451 11.38944 male | 1.02973 .372239 0.08 0.935 .5070149 2.091345 income | .8799711 .1273869 -0.88 0.377 .6625922 1.168666 occupa1 | .7449145 .2966612 -0.74 0.460 .3412845 1.625909 occupa3 | 3.096416 1.920034 1.82 0.068 .9184255 10.43938 unionhld | 1.074306 .4387432 0.18 0.861 .4825032 2.391972 ownhome | 2.238747 .8483298 2.13 0.033 1.065268 4.704911 lrself | 2.378131 .2951971 6.98 0.000 1.86456 3.03316 ------------------------------------------------------------------------------ (Outcome postvote==soc is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [grn]_Iretnat_1 = 0 ( 2) [com]_Iretnat_1 = 0 ( 3) [cen]_Iretnat_1 = 0 ( 4) [pp]_Iretnat_1 = 0 ( 5) [mod]_Iretnat_1 = 0 ( 6) [cd]_Iretnat_1 = 0 ( 7) [grn]_Iretnat_3 = 0 ( 8) [com]_Iretnat_3 = 0 ( 9) [cen]_Iretnat_3 = 0 (10) [pp]_Iretnat_3 = 0 (11) [mod]_Iretnat_3 = 0 (12) [cd]_Iretnat_3 = 0 chi2( 12) = 40.30 Prob > chi2 = 0.0001 postvote | Freq. Percent Cum. ------------+----------------------------------- grn | 124 6.14 6.14 com | 113 5.59 11.73 soc | 936 46.34 58.07 cen | 240 11.88 69.95 pp | 236 11.68 81.63 mod | 316 15.64 97.28 cd | 55 2.72 100.00 ------------+----------------------------------- Total | 2,020 100.00 > ...................................................................................................................... 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 -------------------------------------------------------------------------------- 9 .0005403 .0613861 .0614879 .0749867 .053293 11 .0090869 .0559406 .0556832 .0680911 .0486654 22 . .4633663 .4631471 .4097116 .495188 33 .0000123 .1188119 .1193323 .1422922 .1006401 44 .0227167 .1168317 .1166946 .1120031 .1228263 55 .0003043 .1564356 .1564041 .1658109 .1525803 66 .3367696 .0272277 .0272509 .0271044 .0268068 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 9 .0614879 .0668539 .0207976 .034304 .1159607 11 .0556832 .0658425 .0198 .0343373 .1139166 22 .4631471 .4756747 .0372097 .3998979 .5478088 33 .1193323 .11624 .0253511 .072432 .1734325 44 .1166946 .1111595 .0243559 .0686242 .1647146 55 .1564041 .1355715 .0206379 .0974392 .179944 66 .0272509 .028658 .0136959 .009872 .0640657 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 9 .0749867 .0187261 .0162321 -.0125925 .0573101 11 .0680911 .0206757 .0162194 -.0076967 .056102 22 .4097116 -.0721715 .0285122 -.1306556 -.0175276 33 .1422922 .0254668 .0159473 -.0032461 .0620203 44 .1120031 -.0050926 .0166267 -.0386415 .0273666 55 .1658109 .0115913 .013836 -.0151054 .0395307 66 .0271044 .0008042 .0082823 -.0162837 .0178317 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 9 .053293 -.0141529 .0135494 -.0465313 .0120464 11 .0486654 -.0121145 .0125133 -.0387416 .0104812 22 .495188 .0520094 .0253347 .0020076 .1032432 33 .1006401 -.027137 .0168671 -.0659667 .0036152 44 .1228263 .0078975 .0179672 -.0265062 .0450644 55 .1525803 -.0061662 .0157613 -.0373972 .0250471 66 .0268068 -.0003363 .0093027 -.0186324 .0187892