The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 510 LR chi2(36) = 577.09 Prob > chi2 = 0.0000 Log likelihood = -362.3756 Pseudo R2 = 0.4433 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- exleft | _Iretnat_1 | 1.546483 .8991803 0.75 0.453 .4947963 4.833526 _Iretnat_3 | 1.251714 .5908826 0.48 0.634 .4962353 3.157347 age | .9640668 .0132976 -2.65 0.008 .938353 .9904852 male | .8988967 .3803851 -0.25 0.801 .3922002 2.060211 edulevel | .7886649 .1793591 -1.04 0.297 .5050231 1.231612 notrelig | 3.860215 1.80486 2.89 0.004 1.543934 9.65149 urban | 1.017721 .1021464 0.18 0.861 .8359793 1.238973 occupa2 | .566197 .2939325 -1.10 0.273 .2046818 1.566231 occupa3 | .3738066 .2128903 -1.73 0.084 .1224252 1.141361 demsat | .7016609 .2021569 -1.23 0.219 .39892 1.234152 lrself | .1308698 .0242188 -10.99 0.000 .0910576 .1880888 eusup | .6919655 .2375379 -1.07 0.283 .3530889 1.356079 -------------+---------------------------------------------------------------- psoe | _Iretnat_1 | 2.175503 1.043401 1.62 0.105 .8497903 5.56939 _Iretnat_3 | .5741275 .2194852 -1.45 0.147 .2713936 1.214555 age | 1.011469 .0107671 1.07 0.284 .9905842 1.032793 male | 1.035479 .3581427 0.10 0.920 .5256966 2.039613 edulevel | .5921182 .1139575 -2.72 0.006 .4060583 .8634325 notrelig | 2.346301 .9643969 2.07 0.038 1.048372 5.25112 urban | .8839944 .0724778 -1.50 0.133 .7527667 1.038099 occupa2 | .3795676 .1665952 -2.21 0.027 .1605795 .8971978 occupa3 | .4460096 .2026236 -1.78 0.076 .1830799 1.086545 demsat | .5277394 .1267578 -2.66 0.008 .3295863 .8450254 lrself | .2658005 .0384116 -9.17 0.000 .2002379 .3528298 eusup | 1.449566 .4211845 1.28 0.201 .8201884 2.5619 -------------+---------------------------------------------------------------- centreg | _Iretnat_1 | 3.393545 1.719092 2.41 0.016 1.257345 9.159102 _Iretnat_3 | 1.037718 .4418133 0.09 0.931 .4504806 2.390465 age | .995539 .0113753 -0.39 0.696 .9734917 1.018086 male | 1.634332 .6161069 1.30 0.193 .7806499 3.421562 edulevel | 1.07383 .2067082 0.37 0.711 .736347 1.565989 notrelig | 1.185605 .5210591 0.39 0.698 .5010109 2.805646 urban | .9476249 .0810015 -0.63 0.529 .8014511 1.120459 occupa2 | .7433076 .3695656 -0.60 0.551 .280517 1.9696 occupa3 | .7173039 .3728597 -0.64 0.523 .2589659 1.986844 demsat | 1.32118 .3345281 1.10 0.271 .8043301 2.17015 lrself | .3953872 .0559122 -6.56 0.000 .2996768 .5216654 eusup | 1.188538 .353989 0.58 0.562 .662972 2.130744 ------------------------------------------------------------------------------ (Outcome vote==pp is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [exleft]_Iretnat_1 = 0 ( 2) [psoe]_Iretnat_1 = 0 ( 3) [centreg]_Iretnat_1 = 0 ( 4) [exleft]_Iretnat_3 = 0 ( 5) [psoe]_Iretnat_3 = 0 ( 6) [centreg]_Iretnat_3 = 0 chi2( 6) = 15.95 Prob > chi2 = 0.0140 vote | Freq. Percent Cum. ------------+----------------------------------- exleft | 98 19.22 19.22 psoe | 152 29.80 49.02 centreg | 52 10.20 59.22 pp | 208 40.78 100.00 ------------+----------------------------------- Total | 510 100.00 >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 -------------------------------------------------------------------------------- 10 .7409091 .1921569 .2035849 .2300665 .1731155 .1929003 .2467599 .1630455 20 .0238179 .2980392 .2995662 .2596502 .3510738 .3270404 .2365918 .3677379 54 .0301074 .1019608 .113384 .1033742 .1328321 .0919934 .1056241 .1752326 70 . .4078431 .3834649 .4069091 .3429786 .388066 .4110242 .293984 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 10 .2035849 .1921658 .0488738 .1092231 .2967117 20 .2995662 .2961323 .064583 .1799933 .4289291 54 .113384 .1095192 .0524563 .036707 .2371825 70 .3834649 .4021827 .0509244 .3048891 .5007099 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .2300665 .047324 .0439318 -.0361839 .1405661 20 .2596502 -.0702203 .0573962 -.189807 .0393962 54 .1033742 -.0200166 .0432728 -.1122643 .0615883 70 .4069091 .0429128 .0407864 -.0312739 .1309849 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .1731155 -.0352891 .0337626 -.1071134 .0295332 20 .3510738 .0572363 .0500679 -.037296 .1630662 54 .1328321 .0296298 .0436411 -.0492158 .1244665 70 .3429786 -.0515769 .0425936 -.1434977 .0264322 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .2467599 .0505542 .0374695 -.0202052 .1319818 20 .2365918 -.0843517 .0483681 -.1865842 .0072728 54 .1056241 .0124442 .0347912 -.0549618 .0873538 70 .4110242 .0213532 .0367384 -.0462458 .1002198 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .1630455 -.0283796 .0373378 -.1058362 .0444536 20 .3677379 .0358313 .0579379 -.0738407 .1583699 54 .1752326 .0818518 .0563084 -.0047327 .2146429 70 .293984 -.0893036 .0495705 -.1990081 -.0021191 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 10 .1960855 .0472914 .1152766 .296834 20 .3017878 .0599453 .1944668 .4271117 54 .1118993 .0515682 .039964 .2386676 70 .4093557 .049923 .316332 .508731 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .0501021 .042726 -.0245506 .1421707 20 -.0759092 .0504452 -.1793576 .0182478 54 -.0211432 .0399049 -.1074281 .0528794 70 .046418 .0403334 -.0231897 .1329598 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 -.0379857 .0328788 -.1095331 .018998 20 .0673369 .0468322 -.0186703 .1647723 54 .0214767 .0399106 -.0514477 .1092936 70 -.0545527 .0410233 -.1428627 .0167481 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .0508028 .0369733 -.0098134 .1315002 20 -.109802 .0466104 -.2053894 -.0263479 54 -.0025507 .0352863 -.0746909 .0673613 70 .0206648 .0343758 -.0398421 .0938688 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 -.0323211 .0353436 -.1080669 .0338606 20 .0194964 .0502002 -.0772536 .124515 54 .0480239 .046718 -.0307318 .1578143 70 -.0943043 .0492582 -.2023848 -.011503