The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 719 LR chi2(24) = 391.30 Prob > chi2 = 0.0000 Log likelihood = -588.97106 Pseudo R2 = 0.2494 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- labor | _Iretnat_1 | .4670423 .1679926 -2.12 0.034 .2307722 .9452112 _Iretnat_3 | 3.966701 1.191079 4.59 0.000 2.202113 7.14528 age | 1.003817 .0085933 0.45 0.656 .9871154 1.020802 male | 1.238814 .3006298 0.88 0.378 .7699105 1.993296 edulevel | 1.069717 .1469909 0.49 0.624 .8171547 1.400339 relig | 1.005106 .0415088 0.12 0.902 .9269555 1.089845 urban | 1.804394 .3229414 3.30 0.001 1.270538 2.562567 occupa2 | .4764679 .140586 -2.51 0.012 .2672263 .8495484 occupa3 | .7270509 .2450628 -0.95 0.344 .3755392 1.407584 demsat | 2.128067 .3217491 5.00 0.000 1.582302 2.862075 lrself | .4402356 .0352542 -10.25 0.000 .3762883 .5150504 eusup | .9092386 .076533 -1.13 0.258 .7709567 1.072323 -------------+---------------------------------------------------------------- sdp_lib | _Iretnat_1 | .5790487 .1680719 -1.88 0.060 .3278306 1.022776 _Iretnat_3 | 2.260643 .610553 3.02 0.003 1.331497 3.838168 age | 1.004758 .007982 0.60 0.550 .9892342 1.020524 male | 1.000116 .2212773 0.00 1.000 .6482172 1.54305 edulevel | 1.405549 .1610233 2.97 0.003 1.122872 1.759389 relig | .9948658 .0373084 -0.14 0.891 .9243654 1.070743 urban | 1.26207 .2003438 1.47 0.143 .9246166 1.722682 occupa2 | .7387954 .1971836 -1.13 0.257 .4378643 1.246548 occupa3 | .9784633 .3132025 -0.07 0.946 .52249 1.832361 demsat | 1.724999 .240381 3.91 0.000 1.312722 2.266757 lrself | .589731 .0412401 -7.55 0.000 .5141966 .6763613 eusup | .9029927 .0686989 -1.34 0.180 .7779032 1.048197 ------------------------------------------------------------------------------ (Outcome vote==con is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [labor]_Iretnat_1 = 0 ( 2) [sdp_lib]_Iretnat_1 = 0 ( 3) [labor]_Iretnat_3 = 0 ( 4) [sdp_lib]_Iretnat_3 = 0 chi2( 4) = 55.75 Prob > chi2 = 0.0000 vote | Freq. Percent Cum. ------------+----------------------------------- labor | 236 32.82 32.82 sdp_lib | 206 28.65 61.47 con | 277 38.53 100.00 ------------+----------------------------------- Total | 719 100.00 > .9 .9 .91 .92 .92 .93 .94 .94 .95 .96 .97 .97 .98 .99 .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 6.15e-12 .3282337 .329997 .3769999 .2334466 .2613948 .4115968 .1970591 40 1.20e-06 .286509 .2950008 .3156065 .2874848 .3133654 .3270963 .2683647 60 . .3852573 .3750022 .3073937 .4790686 .4252398 .2613069 .5345762 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .329997 .3396509 .0539337 .2415192 .4504432 40 .2950008 .2831763 .0619909 .1738585 .4131795 60 .3750022 .3771727 .0517709 .2777984 .4790739 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .3769999 .1117731 .0389042 .0445299 .1928225 40 .3156065 .0435855 .0485366 -.0444913 .1431508 60 .3073937 -.1553586 .050569 -.2620784 -.0653845 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .2334466 -.1247436 .0449016 -.2152778 -.0444409 40 .2874848 -.0091367 .0511212 -.1108179 .0847923 60 .4790686 .1338803 .0449354 .0567603 .2315788 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .4115968 .1507855 .0441202 .0691856 .2390805 40 .3270963 .0102953 .0515641 -.0819473 .1125052 60 .2613069 -.1610808 .0463726 -.2621425 -.0841001 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .1970591 -.0595093 .0454365 -.1516531 .0158829 40 .2683647 -.0490113 .0512971 -.1536767 .0498882 60 .5345762 .1085206 .047786 .0207236 .2113457 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .3462697 .0516186 .2511742 .4509203 40 .290724 .0575254 .1887189 .4119323 60 .378229 .0483144 .2876778 .4742544 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .1042434 .0380647 .0358063 .1864909 40 .0323475 .0431848 -.0501139 .1209242 60 -.1496402 .0468399 -.2447573 -.0610736 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 -.1250447 .0431742 -.2162409 -.0458257 40 -.0190917 .0437796 -.1083978 .0641692 60 .1293969 .0414123 .0536217 .2155739 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .1425279 .0423847 .0683016 .2341204 40 -.0066807 .0426624 -.0857306 .0814357 60 -.1581485 .0425533 -.2427282 -.0793669 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 -.0714857 .0430883 -.1609031 .013941 40 -.0840237 .045831 -.1764261 .0076824 60 .1006278 .0438331 .0189633 .1958628