The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 488 LR chi2(42) = 308.51 Prob > chi2 = 0.0000 Log likelihood = -415.52588 Pseudo R2 = 0.2707 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- fdp | _Iretnat_1 | .6794527 .6248084 -0.42 0.674 .1120507 4.120062 _Iretnat_3 | .9826433 .515212 -0.03 0.973 .3516417 2.745942 age | 1.018321 .0145826 1.27 0.205 .9901367 1.047307 male | .8357528 .3719658 -0.40 0.687 .3493304 1.99949 edulevel | 1.860545 .4906606 2.35 0.019 1.10959 3.119737 notrelig | 1.446641 .4254375 1.26 0.209 .8128938 2.574469 urban | .6668414 .2046401 -1.32 0.187 .3654316 1.216856 ownhome | 1.282104 .6016548 0.53 0.596 .5110678 3.216383 unionhld | .571172 .2901372 -1.10 0.270 .2110492 1.545789 occupa2 | 1.698968 1.008014 0.89 0.372 .5310791 5.435146 occupa3 | 1.922592 1.344877 0.93 0.350 .4880467 7.573786 demsat | .7109176 .2245618 -1.08 0.280 .3827764 1.320363 lrself | 1.754413 .237831 4.15 0.000 1.34506 2.288348 eusup | .9278588 .3403591 -0.20 0.838 .4521082 1.904239 -------------+---------------------------------------------------------------- green | _Iretnat_1 | 1.27148 .7113264 0.43 0.668 .4247241 3.80638 _Iretnat_3 | .987198 .3862207 -0.03 0.974 .4585528 2.125295 age | .9470065 .0124525 -4.14 0.000 .9229118 .9717302 male | .6145372 .195676 -1.53 0.126 .3292421 1.147046 edulevel | 1.114365 .225831 0.53 0.593 .7490795 1.657781 notrelig | 1.500053 .2654003 2.29 0.022 1.060488 2.121814 urban | .8240359 .1837302 -0.87 0.385 .5323031 1.275655 ownhome | 1.004536 .3415327 0.01 0.989 .5158998 1.955987 unionhld | .7734391 .2561477 -0.78 0.438 .4041337 1.480223 occupa2 | 1.805944 .6896229 1.55 0.122 .854402 3.817214 occupa3 | .8474009 .4886937 -0.29 0.774 .2736551 2.624064 demsat | 1.603355 .3589146 2.11 0.035 1.033919 2.486412 lrself | .9540127 .0969655 -0.46 0.643 .7816968 1.164314 eusup | 1.202858 .3367452 0.66 0.509 .6948911 2.082149 -------------+---------------------------------------------------------------- christ | _Iretnat_1 | .9602157 .4805931 -0.08 0.935 .3600294 2.560942 _Iretnat_3 | .7021441 .2215774 -1.12 0.262 .3782774 1.303293 age | 1.009964 .0090123 1.11 0.267 .9924538 1.027783 male | 1.206888 .3292852 0.69 0.491 .7070119 2.06019 edulevel | .892512 .1658264 -0.61 0.541 .6201018 1.284592 notrelig | .727101 .1719652 -1.35 0.178 .4573817 1.155874 urban | .6799241 .1286048 -2.04 0.041 .4693094 .9850575 ownhome | 1.266135 .3668255 0.81 0.415 .7175781 2.234039 unionhld | .6322477 .1849237 -1.57 0.117 .3563876 1.121636 occupa2 | 1.606715 .5052612 1.51 0.132 .8674866 2.975876 occupa3 | 1.909045 .7818962 1.58 0.114 .8554327 4.260364 demsat | .6932979 .1321277 -1.92 0.055 .4771986 1.007258 lrself | 2.713458 .2701438 10.03 0.000 2.232441 3.298118 eusup | 1.3745 .3101865 1.41 0.159 .8831859 2.139131 ------------------------------------------------------------------------------ (Outcome vote==soc is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [fdp]_Iretnat_1 = 0 ( 2) [green]_Iretnat_1 = 0 ( 3) [christ]_Iretnat_1 = 0 ( 4) [fdp]_Iretnat_3 = 0 ( 5) [green]_Iretnat_3 = 0 ( 6) [christ]_Iretnat_3 = 0 chi2( 6) = 2.18 Prob > chi2 = 0.9025 vote | Freq. Percent Cum. ------------+----------------------------------- soc | 215 44.06 44.06 fdp | 28 5.74 49.80 green | 68 13.93 63.73 christ | 177 36.27 100.00 ------------+----------------------------------- Total | 488 100.00 >98 .98 .99 .99 .99 .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 -------------------------------------------------------------------------------- 20 . .4405738 .4396325 .4489438 .4137814 .4159818 .4525928 .4101209 40 .905412 .057377 .0601734 .063823 .050889 .0567044 .0647327 .0394083 50 .8759945 .1393443 .1403363 .1393606 .1423084 .1342787 .1405288 .1611034 60 .4814773 .3627049 .3598578 .3478726 .3930212 .3930351 .3421457 .3893674 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .4396325 .4320356 .0841363 .2725314 .5952057 40 .0601734 .0697395 .0511839 .0139722 .2037767 50 .1403363 .1440687 .0567112 .0589651 .2733239 60 .3598578 .3541562 .0681802 .2265104 .4870962 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .4489438 .0257758 .0648243 -.1049899 .1535989 40 .063823 .0086787 .0440091 -.0864976 .0974414 50 .1393606 -.0030763 .0441148 -.096708 .0827087 60 .3478726 -.0313782 .0539952 -.1429039 .0730269 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .4137814 -.0260268 .0631475 -.1514226 .1002161 40 .050889 -.0072195 .0415933 -.0889677 .0842178 50 .1423084 .0017199 .042267 -.0805247 .0919539 60 .3930212 .0315264 .0509363 -.0650353 .1372424 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .4525928 .0322039 .0563058 -.0788683 .1449657 40 .0647327 .0052289 .0361071 -.0755833 .0757246 50 .1405288 .006367 .0374989 -.0732399 .0799395 60 .3421457 -.0437998 .0440521 -.1370761 .0369926 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .4101209 -.0079099 .0833895 -.1710328 .1639466 40 .0394083 -.0140052 .0586527 -.1324625 .1082466 50 .1611034 .0250376 .0567808 -.0832912 .1474374 60 .3893674 -.0031225 .0703454 -.1459613 .1381059 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .4424604 .0769718 .2980136 .594205 40 .0711452 .0511887 .0145546 .2044676 50 .1475368 .0566115 .0622458 .2770684 60 .3651063 .0654608 .2454295 .4957658 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .0308543 .0613252 -.0853845 .1492103 40 .0095145 .0441099 -.0827164 .0990283 50 -.0062123 .0476776 -.1056687 .0819512 60 -.0327418 .0544302 -.1429656 .0672366 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 -.0304457 .0597026 -.1456517 .0828422 40 -.0067483 .0415977 -.0895267 .0819343 50 .0050028 .0451832 -.0785751 .0994066 60 .033897 .0525494 -.0617193 .1411664 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .0284576 .052382 -.0708581 .1284709 40 .002357 .037086 -.0793573 .0735782 50 -.0003273 .0400517 -.0838832 .0733013 60 -.0478769 .045464 -.1432815 .0316311 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 -.0361401 .0809905 -.1955264 .1172998 40 -.0211395 .0570463 -.1427504 .0917229 50 .0184966 .0613969 -.0964463 .1469108 60 -.0063249 .0713399 -.1456471 .1311626