The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 542 LR chi2(52) = 510.34 Prob > chi2 = 0.0000 Log likelihood = -538.54046 Pseudo R2 = 0.3215 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- pcf-psu | _Iretnat_1 | 2.963671 1.625484 1.98 0.048 1.011513 8.683372 _Iretnat_3 | 2.302403 .92317 2.08 0.038 1.049262 5.052177 age | .9930968 .0160858 -0.43 0.669 .9620644 1.02513 male | .9154928 .3223951 -0.25 0.802 .4590926 1.825617 income | .8780819 .1495323 -0.76 0.445 .6288981 1.225998 edulevel | .7404913 .1229948 -1.81 0.070 .5347322 1.025424 notrelig | 1.985338 .5958591 2.28 0.022 1.102462 3.575242 urban | .6121464 .1512782 -1.99 0.047 .3771378 .9935977 occupa2 | .7595201 .3035028 -0.69 0.491 .347057 1.662179 occupa3 | .2575961 .1772843 -1.97 0.049 .066853 .9925629 demsat | 1.438668 .3312781 1.58 0.114 .9161297 2.259251 lrself | .7156004 .087179 -2.75 0.006 .563601 .9085931 eusup | .638341 .1014118 -2.83 0.005 .4675458 .8715278 -------------+---------------------------------------------------------------- green | _Iretnat_1 | 1.568394 .8146531 0.87 0.386 .5666632 4.340953 _Iretnat_3 | 1.965072 .7653313 1.73 0.083 .9159323 4.215932 age | .9843053 .0147037 -1.06 0.290 .9559043 1.01355 male | 1.059793 .3819209 0.16 0.872 .5229633 2.147688 income | .9423256 .1599666 -0.35 0.726 .6756214 1.314312 edulevel | 1.070044 .1676215 0.43 0.666 .7871577 1.454594 notrelig | 1.048566 .27168 0.18 0.855 .6310329 1.742365 urban | 1.082984 .262058 0.33 0.742 .6739848 1.740178 occupa2 | .9499725 .3907252 -0.12 0.901 .424239 2.127216 occupa3 | .5818529 .3709465 -0.85 0.396 .1667823 2.029909 demsat | .9595286 .2273911 -0.17 0.862 .6030293 1.526783 lrself | 1.221353 .1608671 1.52 0.129 .9434693 1.581084 eusup | .8765826 .1585769 -0.73 0.467 .6149043 1.249621 -------------+---------------------------------------------------------------- rpr | _Iretnat_1 | 1.357232 .6115816 0.68 0.498 .5611702 3.282567 _Iretnat_3 | .6464118 .271023 -1.04 0.298 .2841996 1.470263 age | 1.034674 .0142566 2.47 0.013 1.007105 1.062997 male | 1.71778 .6173019 1.51 0.132 .8493358 3.474206 income | .7633978 .1342163 -1.54 0.125 .5408756 1.077468 edulevel | 1.059803 .1635184 0.38 0.707 .783235 1.43403 notrelig | .6976006 .1581108 -1.59 0.112 .4473861 1.087755 urban | .9018886 .2085686 -0.45 0.655 .5731999 1.419057 occupa2 | .9225729 .4193924 -0.18 0.859 .3784887 2.248788 occupa3 | .4547542 .2666339 -1.34 0.179 .1441105 1.435019 demsat | .8298085 .2153423 -0.72 0.472 .4989809 1.379977 lrself | 6.327488 1.11213 10.50 0.000 4.483558 8.929764 eusup | .8922677 .1545957 -0.66 0.511 .6353524 1.253071 -------------+---------------------------------------------------------------- udf | _Iretnat_1 | .5382403 .2393703 -1.39 0.164 .2251248 1.286853 _Iretnat_3 | .6264789 .2379021 -1.23 0.218 .2976234 1.318699 age | 1.031322 .0133273 2.39 0.017 1.005529 1.057777 male | 2.006067 .6745677 2.07 0.038 1.037808 3.877695 income | .8830006 .144811 -0.76 0.448 .6402727 1.217747 edulevel | 1.132847 .1627965 0.87 0.385 .8547689 1.50139 notrelig | .5848735 .1236862 -2.54 0.011 .386415 .885258 urban | .8179327 .1778201 -0.92 0.355 .534152 1.252479 occupa2 | .8104694 .337987 -0.50 0.614 .3579013 1.835312 occupa3 | .419569 .2298879 -1.59 0.113 .1433566 1.227974 demsat | .6661342 .1626205 -1.66 0.096 .4128208 1.074885 lrself | 4.700625 .7772352 9.36 0.000 3.399474 6.499791 eusup | .9641751 .1591836 -0.22 0.825 .6976282 1.332563 ------------------------------------------------------------------------------ (Outcome vote==ps-mrg is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [pcf-psu]_Iretnat_1 = 0 ( 2) [green]_Iretnat_1 = 0 ( 3) [rpr]_Iretnat_1 = 0 ( 4) [udf]_Iretnat_1 = 0 ( 5) [pcf-psu]_Iretnat_3 = 0 ( 6) [green]_Iretnat_3 = 0 ( 7) [rpr]_Iretnat_3 = 0 ( 8) [udf]_Iretnat_3 = 0 chi2( 8) = 19.20 Prob > chi2 = 0.0138 vote | Freq. Percent Cum. ------------+----------------------------------- pcf-psu | 57 10.52 10.52 ps-mrg | 212 39.11 49.63 green | 44 8.12 57.75 rpr | 119 21.96 79.70 udf | 110 20.30 100.00 ------------+----------------------------------- Total | 542 100.00 > 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 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 .0518777 .1051661 .107383 .122947 .1134944 .0729895 .1273259 .1493155 20 . .3911439 .3894484 .379725 .3882151 .4152947 .3764785 .3542543 50 .2157267 .0811808 .0842874 .1026975 .0759133 .0621986 .111457 .0833112 60 .3474795 .2195572 .2169015 .1813873 .2569188 .2014874 .1799877 .2753157 70 .2526517 .202952 .2019798 .2132431 .1654584 .2480298 .2047509 .1378034 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 10 .107383 .0997137 .0436366 .03736 .2058818 20 .3894484 .4049825 .0795733 .2490392 .5612524 50 .0842874 .0959881 .0515333 .0288943 .2312948 60 .2169015 .1978733 .0570303 .1028783 .3250272 70 .2019798 .2014424 .0649677 .0936211 .3479915 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .122947 .0230988 .0330126 -.0436508 .089594 20 .379725 -.0174551 .0580601 -.1338266 .0997855 50 .1026975 .0333773 .0389816 -.035908 .1169182 60 .1813873 -.0579856 .0513554 -.1689558 .0377618 70 .2132431 .0189647 .0549172 -.0912639 .1242788 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .1134944 .0073316 .050959 -.0786084 .1255759 20 .3882151 .0099136 .0718474 -.1444429 .1490892 50 .0759133 -.0065999 .0473444 -.0986813 .0962118 60 .2569188 .0356055 .0407727 -.0378552 .1283011 70 .1654584 -.0462508 .0414238 -.1337198 .0313248 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .1273259 .0526893 .0374994 -.0165783 .1363019 20 .3764785 -.0341299 .0593212 -.1509315 .0856619 50 .111457 .057072 .0392425 .0006231 .1517388 60 .1799877 -.0234918 .0436489 -.1185589 .0528725 70 .2047509 -.0521396 .0478807 -.1483261 .0373088 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .1493155 .0727604 .0511442 -.0008065 .2014483 20 .3542543 -.0451471 .0721104 -.2037827 .0919104 50 .0833112 .0277909 .0483428 -.0502311 .1547697 60 .2753157 .05528 .0487771 -.0379423 .1626512 70 .1378034 -.1106842 .0478531 -.2150238 -.0245217 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 10 .0996047 .0422703 .0382243 .2015874 20 .3928979 .0687597 .2662292 .5354484 50 .0865582 .0457298 .0273835 .2040758 60 .1960953 .0533487 .1074667 .3168175 70 .189505 .0565175 .0976233 .3193142 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .0171697 .0293952 -.0385826 .0801368 20 -.0141541 .0513649 -.109458 .0980031 50 .0234721 .034499 -.0393022 .1036024 60 -.0517296 .0448961 -.1403641 .0417235 70 .0274374 .0505097 -.0648526 .138306 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .0049806 .0450947 -.0772411 .1002509 20 -.0277004 .0549217 -.1452222 .0673397 50 -.0142747 .0370297 -.0943956 .0586855 60 .0534779 .0389238 -.0196815 .1337999 70 -.0495978 .0386439 -.1373577 .0164266 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .0476498 .0333197 -.0080894 .127489 20 -.0578227 .0515482 -.160869 .0568304 50 .0419632 .0385074 -.0217512 .1353794 60 -.0236223 .0396225 -.102769 .0668512 70 -.0519035 .0453518 -.1418774 .0499596 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .0694877 .0466886 -.0010686 .1760409 20 -.0891243 .0538934 -.2010847 -.0068872 50 .0113897 .034509 -.0564312 .0886507 60 .0810351 .0458135 .0035311 .1767047 70 -.1173916 .0429906 -.2137222 -.0504446