The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial regression Number of obs = 563 LR chi2(60) = 584.93 Prob > chi2 = 0.0000 Log likelihood = -550.20258 Pseudo R2 = 0.3471 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- exleft | _Iretnat_1 | .5449753 .197585 -1.67 0.094 .2677732 1.10914 _Iretnat_3 | .8131632 .5305245 -0.32 0.751 .2263791 2.920917 age | .984348 .0116541 -1.33 0.183 .9617694 1.007457 male | 1.062099 .3624193 0.18 0.860 .5441392 2.073098 edulevel | 1.811841 .3631503 2.97 0.003 1.223242 2.683662 notrelig | 1.037067 .367203 0.10 0.918 .5181013 2.075864 urban | 1.118419 .1040928 1.20 0.229 .9319274 1.34223 occupa2 | 1.36529 .5389876 0.79 0.430 .6297794 2.959792 occupa3 | 1.163226 .6118684 0.29 0.774 .4148814 3.261403 demsat | 2.313619 .6709235 2.89 0.004 1.310548 4.084423 lrself | .4847264 .0686292 -5.11 0.000 .367266 .6397534 eusup | .1751179 .0463986 -6.58 0.000 .1041835 .2943486 -------------+---------------------------------------------------------------- center | _Iretnat_1 | .6668926 .2359226 -1.15 0.252 .3333737 1.334075 _Iretnat_3 | .5549077 .3917835 -0.83 0.404 .1390733 2.214102 age | .9892132 .0112966 -0.95 0.342 .9673183 1.011604 male | 1.754829 .6003775 1.64 0.100 .8974582 3.431273 edulevel | 1.12861 .2164445 0.63 0.528 .7749981 1.643566 notrelig | .6094071 .2080048 -1.45 0.147 .3121566 1.189713 urban | 1.23302 .1049027 2.46 0.014 1.043642 1.456761 occupa2 | 1.743491 .7555286 1.28 0.200 .7456896 4.076444 occupa3 | 7.857798 3.524215 4.60 0.000 3.262404 18.92622 demsat | 1.096034 .3059855 0.33 0.743 .6341465 1.894342 lrself | 1.22745 .1486943 1.69 0.091 .9680292 1.556392 eusup | .1367325 .0355974 -7.64 0.000 .0820856 .2277596 -------------+---------------------------------------------------------------- cons | _Iretnat_1 | .9517688 .3326334 -0.14 0.888 .4797834 1.888068 _Iretnat_3 | 1.210007 .8194736 0.28 0.778 .3208588 4.563117 age | 1.023799 .0107877 2.23 0.026 1.002873 1.045163 male | 1.038403 .3412943 0.11 0.909 .5452553 1.977572 edulevel | 1.5566 .3151841 2.19 0.029 1.046704 2.31489 notrelig | .9007746 .2951184 -0.32 0.750 .4739573 1.711958 urban | 1.09284 .1236915 0.78 0.433 .8754158 1.364264 occupa2 | 2.836476 1.330892 2.22 0.026 1.130811 7.114888 occupa3 | 2.799617 1.430043 2.02 0.044 1.028739 7.618893 demsat | 1.348875 .3507266 1.15 0.250 .8103025 2.245413 lrself | 3.291864 .4234217 9.26 0.000 2.558318 4.235738 eusup | .749074 .2090106 -1.04 0.300 .4335288 1.29429 -------------+---------------------------------------------------------------- cpp | _Iretnat_1 | .549673 .20973 -1.57 0.117 .2602106 1.161138 _Iretnat_3 | .8567385 .619358 -0.21 0.831 .2077271 3.533487 age | 1.022833 .0121352 1.90 0.057 .9993232 1.046897 male | 1.338715 .4937169 0.79 0.429 .6497792 2.758103 edulevel | .9428285 .1996221 -0.28 0.781 .6226019 1.427759 notrelig | .0658316 .0372789 -4.80 0.000 .021698 .1997328 urban | 1.156445 .1174934 1.43 0.153 .9476414 1.411257 occupa2 | 2.064704 .9411441 1.59 0.112 .8450035 5.04495 occupa3 | 2.282805 1.162732 1.62 0.105 .8412302 6.194734 demsat | 1.473054 .4476118 1.27 0.202 .8120209 2.672209 lrself | 1.628857 .2088167 3.81 0.000 1.266953 2.094139 eusup | .2093004 .0563628 -5.81 0.000 .1234665 .3548062 -------------+---------------------------------------------------------------- prog | _Iretnat_1 | .5681043 .3073907 -1.05 0.296 .1967246 1.64058 _Iretnat_3 | .2963734 .3487342 -1.03 0.301 .0295294 2.974569 age | .9718302 .0175644 -1.58 0.114 .9380072 1.006873 male | .6898357 .3570727 -0.72 0.473 .2501191 1.902587 edulevel | .9627927 .30113 -0.12 0.904 .5215607 1.7773 notrelig | 1.351501 .7329141 0.56 0.579 .4668883 3.912189 urban | .9474611 .1637572 -0.31 0.755 .675214 1.329478 occupa2 | 1.599629 1.06641 0.70 0.481 .4330684 5.908565 occupa3 | 3.613584 2.452972 1.89 0.058 .9552692 13.66944 demsat | 3.80016 1.453783 3.49 0.000 1.795427 8.043333 lrself | 2.440631 .443905 4.91 0.000 1.708773 3.485938 eusup | .2750403 .1095793 -3.24 0.001 .1259701 .6005167 ------------------------------------------------------------------------------ (Outcome vote==labor is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [exleft]_Iretnat_1 = 0.0 ( 2) [center]_Iretnat_1 = 0.0 ( 3) [cons]_Iretnat_1 = 0.0 ( 4) [cpp]_Iretnat_1 = 0.0 ( 5) [prog]_Iretnat_1 = 0.0 ( 6) [exleft]_Iretnat_3 = 0.0 ( 7) [center]_Iretnat_3 = 0.0 ( 8) [cons]_Iretnat_3 = 0.0 ( 9) [cpp]_Iretnat_3 = 0.0 (10) [prog]_Iretnat_3 = 0.0 chi2( 10) = 6.72 Prob > chi2 = 0.7517 vote | Freq. Percent Cum. ------------+----------------------------------- exleft | 70 12.43 12.43 labor | 263 46.71 59.15 center | 63 11.19 70.34 cons | 98 17.41 87.74 cpp | 48 8.53 96.27 prog | 21 3.73 100.00 ------------+----------------------------------- Total | 563 100.00 > .............................. 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 -------------------------------------------------------------------------------- 10 .2432596 .1243339 .125101 .1398745 .1129471 20 . .4671403 .4585178 .4377277 .4822061 45 .4497084 .1119005 .114149 .1071762 .1130993 60 .9318702 .1740675 .175725 .1781782 .1774667 61 .2839532 .0852575 .0883435 .1028623 .0780723 80 .4167263 .0373002 .0381637 .034181 .0362084 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 10 .125101 .1118333 .0399556 .0486691 .2033551 20 .4585178 .4622055 .0682314 .3284615 .5964437 45 .114149 .1083607 .0458593 .0416006 .2192236 60 .175725 .1807498 .0463027 .1014733 .2795017 61 .0883435 .0819144 .0421176 .0255318 .1887819 80 .0381637 .0549362 .0390248 .0103054 .1592224 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .1398745 .0235241 .0362472 -.0380457 .1093589 20 .4377277 -.0384257 .0575954 -.1542893 .0749741 45 .1071762 -.0040618 .0372723 -.0768467 .082569 60 .1781782 .0000161 .0397634 -.0779757 .0845999 61 .1028623 .0175629 .0366262 -.0469276 .0989763 80 .034181 .0013845 .0362612 -.0642204 .0858971 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .1129471 -.0227283 .0302846 -.0900762 .0356901 20 .4822061 .0427811 .0459808 -.0444355 .1420125 45 .1130993 .0002035 .0356593 -.0803985 .0698229 60 .1774667 .0138979 .0332831 -.0535136 .0823287 61 .0780723 -.0212265 .0309259 -.0914613 .0356141 80 .0362084 -.0129277 .0296117 -.0803571 .038762