The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial regression Number of obs = 543 LR chi2(48) = 188.11 Prob > chi2 = 0.0000 Log likelihood = -669.4214 Pseudo R2 = 0.1232 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- labor | _Iretnat_1 | 1.016271 .321594 0.05 0.959 .5465762 1.889592 _Iretnat_3 | .9077037 .3897182 -0.23 0.822 .3912775 2.105733 age | .9813949 .008792 -2.10 0.036 .9643133 .9987791 male | 1.027822 .2798318 0.10 0.920 .6027987 1.752522 edulevel | .8003032 .1836786 -0.97 0.332 .5103806 1.254917 notrelig | 1.074878 .3644345 0.21 0.831 .5530466 2.089088 urban | 1.358231 .1452262 2.86 0.004 1.10144 1.674892 occupa2 | .5805358 .1868603 -1.69 0.091 .3089215 1.090963 occupa3 | .3572808 .1353516 -2.72 0.007 .1700365 .7507188 demsat | 1.035562 .2095885 0.17 0.863 .6964667 1.539755 lrself | .6202 .0532048 -5.57 0.000 .5242159 .7337588 eusup | 1.357928 .3662915 1.13 0.257 .8003338 2.303999 -------------+---------------------------------------------------------------- progdem | _Iretnat_1 | 1.449708 .5661456 0.95 0.342 .67432 3.1167 _Iretnat_3 | .6136514 .3939846 -0.76 0.447 .17435 2.159839 age | .995669 .01002 -0.43 0.666 .9762225 1.015503 male | .792523 .2479692 -0.74 0.457 .429223 1.463325 edulevel | 1.087551 .259116 0.35 0.725 .6817823 1.734818 notrelig | 1.946948 .7510622 1.73 0.084 .9140956 4.146839 urban | 1.051288 .1352207 0.39 0.697 .817028 1.352716 occupa2 | 3.522879 1.763854 2.52 0.012 1.320425 9.399003 occupa3 | 4.086163 2.032973 2.83 0.005 1.541064 10.83455 demsat | 1.098532 .2512615 0.41 0.681 .7016523 1.719902 lrself | .9356431 .0811659 -0.77 0.443 .7893499 1.109049 eusup | 2.02509 .8191697 1.74 0.081 .9164831 4.474702 -------------+---------------------------------------------------------------- fg | _Iretnat_1 | 1.455284 .413706 1.32 0.187 .8336222 2.54054 _Iretnat_3 | 1.793219 .648441 1.62 0.106 .8827398 3.642789 age | 1.005528 .0071842 0.77 0.440 .991545 1.019708 male | .9934314 .2219825 -0.03 0.976 .6411161 1.539356 edulevel | 1.008039 .1787912 0.05 0.964 .7120386 1.427088 notrelig | 1.375308 .4132148 1.06 0.289 .7632281 2.478253 urban | .9691122 .091773 -0.33 0.740 .8049464 1.166759 occupa2 | 1.145107 .3425544 0.45 0.651 .6371074 2.058163 occupa3 | 1.940053 .5390839 2.38 0.017 1.125355 3.344549 demsat | .9025661 .1489105 -0.62 0.534 .6531951 1.24714 lrself | .943943 .0588932 -0.92 0.355 .8352928 1.066726 eusup | .9220548 .2065717 -0.36 0.717 .5943723 1.430392 -------------+---------------------------------------------------------------- greens | _Iretnat_1 | 2.609549 1.689612 1.48 0.138 .7335602 9.283147 _Iretnat_3 | 2.931367 2.247434 1.40 0.161 .6523297 13.17265 age | .9706561 .01462 -1.98 0.048 .9424203 .9997378 male | .5631396 .2638724 -1.23 0.220 .224784 1.410804 edulevel | 1.545275 .5319741 1.26 0.206 .7869955 3.034164 notrelig | .6413124 .3481761 -0.82 0.413 .2212801 1.858648 urban | 2.984624 .6935525 4.71 0.000 1.892742 4.706388 occupa2 | .4581552 .2647471 -1.35 0.177 .1476189 1.421947 occupa3 | .9135886 .5331238 -0.15 0.877 .2910937 2.86727 demsat | .6344758 .2308128 -1.25 0.211 .3110002 1.294403 lrself | .5758714 .0874531 -3.63 0.000 .4276222 .7755161 eusup | 1.603703 .8171171 0.93 0.354 .5907732 4.353387 ------------------------------------------------------------------------------ (Outcome vote==ff is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [labor]_Iretnat_1 = 0.0 ( 2) [progdem]_Iretnat_1 = 0.0 ( 3) [fg]_Iretnat_1 = 0.0 ( 4) [greens]_Iretnat_1 = 0.0 ( 5) [labor]_Iretnat_3 = 0.0 ( 6) [progdem]_Iretnat_3 = 0.0 ( 7) [fg]_Iretnat_3 = 0.0 ( 8) [greens]_Iretnat_3 = 0.0 chi2( 8) = 8.63 Prob > chi2 = 0.3749 vote | Freq. Percent Cum. ------------+----------------------------------- labor | 95 17.50 17.50 progdem | 56 10.31 27.81 fg | 139 25.60 53.41 greens | 28 5.16 58.56 ff | 225 41.44 100.00 ------------+----------------------------------- Total | 543 100.00 > .......................... 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 re > tnat gets worse by one category better: mean predicted probability of voting for each party (for the sample) when r > etnat gets worse by one category party test freq pv worse better -------------------------------------------------------------------------------- 20 .9613871 .174954 .1831173 .1860827 .1820562 22 .2624581 .1031308 .1052208 .0815803 .116642 30 .2388921 .2559853 .2502149 .2498808 .2453743 50 .2760257 .0515654 .0500793 .0450409 .0524353 60 . .4143646 .4113677 .4374153 .4034923 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .1831173 .1768792 .0561824 .0852214 .3057237 22 .1052208 .104151 .0459415 .038347 .2170166 30 .2502149 .2669617 .0655179 .1553022 .4110822 50 .0500793 .0460311 .0292407 .010276 .1217061 60 .4113677 .4059769 .077769 .2609271 .564139 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .1860827 .0058685 .0463738 -.0832663 .1046347 22 .0815803 -.0251775 .0392629 -.1063626 .0522963 30 .2498808 -.0189007 .0488566 -.1102205 .0840613 50 .0450409 -.0047668 .0274065 -.0622756 .0512067 60 .4374153 .0429765 .0602739 -.0651734 .1666751 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .1820562 -.0005528 .0530782 -.11207 .1056442 22 .116642 .0278067 .0387731 -.041865 .1154345 30 .2453743 -.0332969 .0503826 -.1371796 .0658875 50 .0524353 .0064116 .0269409 -.0491005 .065075 60 .4034923 -.0003686 .0637922 -.1368687 .1152278