The modal category for retnat is 3 The maximum category is 4 The minimum category is 1 Multinomial logistic regression Number of obs = 504 LR chi2(39) = 82.09 Prob > chi2 = 0.0001 Log likelihood = -544.27862 Pseudo R2 = 0.0701 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- labor | _Iretnat_1 | .8304523 .5303742 -0.29 0.771 .2375138 2.903625 _Iretnat_2 | .793727 .476944 -0.38 0.701 .2444506 2.577218 _Iretnat_4 | 1.210381 .5222291 0.44 0.658 .5195936 2.819552 age | 1.002998 .0121056 0.25 0.804 .9795494 1.027007 male | 1.027696 .3818618 0.07 0.941 .4961154 2.128856 edulevel | 1.036182 .2030649 0.18 0.856 .7057039 1.521422 relginx | .9276061 .1858777 -0.38 0.708 .6263199 1.373824 urban | 1.62237 .3473147 2.26 0.024 1.066415 2.468164 occupa2 | .4782674 .2952861 -1.19 0.232 .1426041 1.604019 occupa3 | 1.632066 .7150632 1.12 0.264 .691509 3.851925 demsat | 1.254663 .2716867 1.05 0.295 .8207414 1.917995 lrself | .6366275 .0714354 -4.02 0.000 .5109434 .7932279 eusup | .9145363 .141712 -0.58 0.564 .6749987 1.239079 -------------+---------------------------------------------------------------- progdem | _Iretnat_1 | .5792047 .2763651 -1.14 0.252 .2273447 1.475636 _Iretnat_2 | .3221123 .1906683 -1.91 0.056 .1009612 1.027685 _Iretnat_4 | .9748041 .345822 -0.07 0.943 .4863453 1.953845 age | 1.002752 .0104817 0.26 0.793 .9824177 1.023508 male | .8532986 .2660601 -0.51 0.611 .4631213 1.572198 edulevel | 1.691194 .2554124 3.48 0.001 1.257884 2.273767 relginx | .7604292 .1300653 -1.60 0.109 .5438355 1.063286 urban | .946052 .1731824 -0.30 0.762 .6608391 1.35436 occupa2 | .9685346 .3989852 -0.08 0.938 .4319813 2.171527 occupa3 | .8011278 .35421 -0.50 0.616 .3367846 1.905686 demsat | 1.397839 .2587819 1.81 0.070 .9724652 2.009278 lrself | 1.072831 .1042013 0.72 0.469 .8868621 1.297795 eusup | 1.120491 .1647104 0.77 0.439 .8400078 1.49463 -------------+---------------------------------------------------------------- fg | _Iretnat_1 | 1.083375 .3571653 0.24 0.808 .5677485 2.06729 _Iretnat_2 | 1.440702 .4442823 1.18 0.236 .7871932 2.636737 _Iretnat_4 | 1.635223 .4239665 1.90 0.058 .98375 2.718123 age | .9984451 .0068314 -0.23 0.820 .9851452 1.011925 male | .7219756 .1517056 -1.55 0.121 .478259 1.089888 edulevel | 1.035453 .1144181 0.32 0.753 .8338193 1.285845 relginx | .8801267 .0961496 -1.17 0.242 .710486 1.090272 urban | .9529012 .1183915 -0.39 0.698 .7469505 1.215637 occupa2 | 1.290794 .3671625 0.90 0.370 .7391543 2.254128 occupa3 | .8542309 .2441991 -0.55 0.582 .4878005 1.49592 demsat | 1.018236 .1284115 0.14 0.886 .7952472 1.303752 lrself | 1.000597 .0642209 0.01 0.993 .8823219 1.134728 eusup | 1.043274 .104307 0.42 0.672 .8576199 1.269118 ------------------------------------------------------------------------------ (Outcome vote==ff is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [labor]_Iretnat_1 = 0 ( 2) [progdem]_Iretnat_1 = 0 ( 3) [fg]_Iretnat_1 = 0 ( 4) [labor]_Iretnat_2 = 0 ( 5) [progdem]_Iretnat_2 = 0 ( 6) [fg]_Iretnat_2 = 0 ( 7) [labor]_Iretnat_4 = 0 ( 8) [progdem]_Iretnat_4 = 0 ( 9) [fg]_Iretnat_4 = 0 chi2( 9) = 9.95 Prob > chi2 = 0.3546 vote | Freq. Percent Cum. ------------+----------------------------------- labor | 40 7.94 7.94 progdem | 57 11.31 19.25 fg | 160 31.75 50.99 ff | 247 49.01 100.00 ------------+----------------------------------- Total | 504 100.00 > .85 .86 .87 .88 .89 .9 .91 .92 .93 .94 .95 .96 .97 .98 .99 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 .8892072 .0793651 .0896322 .0918529 .0839948 -999 -999 -999 22 .1970697 .1130952 .1129209 .1154163 .0991281 -999 -999 -999 30 .2373568 .3174603 .318077 .3414016 .3055211 -999 -999 -999 60 . .4900794 .47937 .4513292 .5113559 -999 -999 -999 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .0896322 .0868668 .0458894 .0266962 .2037415 22 .1129209 .1263701 .0556161 .0479443 .2609384 30 .318077 .3098802 .0774093 .1762736 .4768806 60 .47937 .4768828 .0834866 .3164522 .6402079 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .0918529 .000884 .035863 -.0730243 .0737272 22 .1154163 .000564 .0451715 -.0934889 .0869575 30 .3414016 .0442676 .0586071 -.0707709 .1572779 60 .4513292 -.0457156 .0624644 -.1684192 .0761581 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .0839948 -.0035493 .0391443 -.0864947 .0786418 22 .0991281 -.010328 .0471925 -.1055454 .0845437 30 .3055211 -.009871 .0588039 -.1210394 .1074434 60 .5113559 .0237483 .0631989 -.0985056 .1491933 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 -999 -.0007576 .0508119 -.1013515 .1013238 22 -999 .0010873 .0368203 -.0747528 .073048 30 -999 -.1096739 .0883515 -.2970491 .0546925 60 -999 -.0424138 .0323703 -.1145609 .0185728 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 -999 -.0901115 .0616998 -.2178485 .0278558 22 -999 -.0016879 .0383806 -.0799598 .0710666 30 -999 .0029224 .0506559 -.1012401 .1026297 60 -999 .0077233 .0386166 -.073347 .0883239 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .0913986 .0509443 .0257721 .2196565 22 .1304863 .0587247 .0473311 .2710409 30 .3210069 .0772624 .1839059 .4852593 60 .4896624 .080388 .3326539 .6462256 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .003034 .0426705 -.0921145 .0869821 22 .0029374 .0513756 -.1118953 .1010159 30 .043265 .0668605 -.1065329 .1643055 60 -.048276 .0679153 -.1992346 .0793347 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 -.0047829 .0460506 -.0977154 .0994218 22 -.0138447 .0528343 -.1187391 .0967513 30 -.0082985 .0663077 -.1310424 .1369878 60 .033405 .0683255 -.0962033 .1846017 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .0098214 .0420177 -.0789071 .0909971 22 -.007784 .0385753 -.0892509 .0639042 30 -.1245984 .0707019 -.2638064 .016843 60 -.0446235 .034808 -.1290073 .0151412 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 -.1064761 .0568946 -.2242135 .029021 22 -.0166782 .0383822 -.0992411 .0453951 30 -.0084224 .0464464 -.0935195 .1034098 60 -.001691 .0372156 -.0829015 .08677