The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 558 LR chi2(52) = 477.09 Prob > chi2 = 0.0000 Log likelihood = -542.98959 Pseudo R2 = 0.3052 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- pcf-psu | _Iretnat_1 | .8778554 .5815389 -0.20 0.844 .23963 3.215918 _Iretnat_3 | .9683346 .3678455 -0.08 0.932 .4599131 2.038802 age | .9610604 .0154004 -2.48 0.013 .9313452 .9917236 male | .9858552 .331269 -0.04 0.966 .510259 1.904739 income | .8916288 .1607963 -0.64 0.525 .62615 1.269667 edulevel | .7108028 .1196917 -2.03 0.043 .510994 .9887409 relginx | .5399215 .2957849 -1.13 0.261 .1845089 1.579952 urban | 1.240683 .2675408 1.00 0.317 .8130321 1.893276 occupa2 | .7484109 .2974353 -0.73 0.466 .3434421 1.630898 occupa3 | 1.103753 .6758505 0.16 0.872 .3324019 3.665051 demsat | 1.229594 .2739462 0.93 0.354 .7945462 1.902849 lrself | .6656193 .0781575 -3.47 0.001 .5287827 .837866 eusup | .6285425 .1000601 -2.92 0.004 .460075 .8586985 -------------+---------------------------------------------------------------- green | _Iretnat_1 | .8419228 .4703362 -0.31 0.758 .2816777 2.516472 _Iretnat_3 | .9418026 .3475553 -0.16 0.871 .4569191 1.941246 age | .9709729 .014485 -1.97 0.048 .942994 .9997821 male | .7959645 .2797552 -0.65 0.516 .3996911 1.585123 income | .9588266 .1719469 -0.23 0.815 .6746735 1.362657 edulevel | 1.341006 .2103759 1.87 0.061 .9860413 1.823755 relginx | 1.06157 .3354657 0.19 0.850 .5714273 1.972132 urban | .9976334 .2179018 -0.01 0.991 .6502084 1.530697 occupa2 | .7853013 .3272323 -0.58 0.562 .3470113 1.77717 occupa3 | 1.161381 .7241719 0.24 0.810 .3421474 3.942177 demsat | 1.336805 .3061044 1.27 0.205 .8534104 2.094006 lrself | 1.650601 .1998425 4.14 0.000 1.301922 2.092663 eusup | 1.130143 .2449137 0.56 0.572 .739042 1.728214 -------------+---------------------------------------------------------------- rpr | _Iretnat_1 | 1.353506 .6595278 0.62 0.534 .5208253 3.517452 _Iretnat_3 | .5825067 .2413098 -1.30 0.192 .2586315 1.31196 age | 1.009075 .0149504 0.61 0.542 .9801945 1.038807 male | 1.498854 .5566055 1.09 0.276 .7238723 3.103534 income | .9130917 .1781714 -0.47 0.641 .6229018 1.338472 edulevel | 1.181938 .181886 1.09 0.277 .874188 1.598028 relginx | 1.499941 .4169584 1.46 0.145 .8698699 2.586389 urban | .8232962 .1955532 -0.82 0.413 .516862 1.311407 occupa2 | 1.423972 .7299694 0.69 0.491 .5213758 3.889126 occupa3 | 1.273448 .8166257 0.38 0.706 .3623518 4.475405 demsat | 1.002413 .2660362 0.01 0.993 .5958563 1.686367 lrself | 5.267518 .8294128 10.55 0.000 3.868811 7.171905 eusup | .8729759 .1890461 -0.63 0.530 .5710465 1.334544 -------------+---------------------------------------------------------------- udf | _Iretnat_1 | 1.587889 .7323634 1.00 0.316 .6430289 3.921117 _Iretnat_3 | 1.112212 .4135755 0.29 0.775 .5366223 2.305189 age | .9967171 .0135442 -0.24 0.809 .9705213 1.02362 male | 1.519923 .5112767 1.24 0.213 .7861246 2.938675 income | 1.23729 .2189736 1.20 0.229 .874636 1.750314 edulevel | 1.051376 .1470881 0.36 0.720 .7992352 1.383062 relginx | 1.493929 .385593 1.56 0.120 .9008016 2.477597 urban | .9096068 .195307 -0.44 0.659 .5971552 1.385544 occupa2 | 1.474557 .7003753 0.82 0.414 .5812507 3.740758 occupa3 | 3.38786 1.9688 2.10 0.036 1.084585 10.58248 demsat | .9406083 .2204078 -0.26 0.794 .5942254 1.488903 lrself | 3.774057 .5213283 9.61 0.000 2.878909 4.947536 eusup | .844742 .1612425 -0.88 0.377 .5810969 1.228003 ------------------------------------------------------------------------------ (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) = 5.13 Prob > chi2 = 0.7440 vote | Freq. Percent Cum. ------------+----------------------------------- pcf-psu | 59 10.57 10.57 ps-mrg | 266 47.67 58.24 green | 51 9.14 67.38 rpr | 87 15.59 82.97 udf | 95 17.03 100.00 ------------+----------------------------------- Total | 558 100.00 > .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 -------------------------------------------------------------------------------- 10 .9808487 .1057348 .1066605 .1075025 .1041935 .1089216 .1077572 .0975906 20 . .4767025 .4694053 .4776648 .4559545 .4658193 .4801504 .4519746 50 .9529912 .0913978 .0926211 .0956849 .086909 .0963774 .0958124 .0762534 60 .176797 .155914 .1564073 .1406786 .1797322 .1773214 .1243406 .1837809 70 .592932 .1702509 .1749058 .1784692 .1732108 .1515603 .1919395 .1904004 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 10 .1066605 .1181013 .0464685 .04758 .2286318 20 .4694053 .4654011 .0776121 .3116202 .6140937 50 .0926211 .1011735 .0491642 .0326821 .2269627 60 .1564073 .1511373 .0445605 .0747977 .2505788 70 .1749058 .1641868 .0527862 .0751684 .2818043 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .1075025 .0018569 .0301076 -.0599916 .0626986 20 .4776648 .0146094 .0534582 -.0950577 .1223388 50 .0956849 .0074664 .0303389 -.0587078 .0741169 60 .1406786 -.0255941 .0481746 -.1269069 .062285 70 .1784692 .0016613 .052362 -.1103554 .1035927 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .1041935 -.0014473 .0439791 -.0880542 .0899333 20 .4559545 -.0157255 .0640202 -.1458046 .1127507 50 .086909 -.0065037 .038266 -.0874964 .0787614 60 .1797322 .0213155 .0297318 -.0313704 .0861038 70 .1732108 .0023609 .0340364 -.0610726 .0775038 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .1077572 .000577 .034774 -.0712894 .0687584 20 .4801504 .0142791 .0540309 -.0974043 .1214047 50 .0958124 .0016373 .0325972 -.0708092 .0694157 60 .1243406 -.0519866 .0348619 -.125637 .0090624 70 .1919395 .0354932 .0407132 -.0531296 .1159424 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .0975906 -.0041479 .0525702 -.1087911 .102061 20 .4519746 -.0127609 .0765831 -.1705419 .1413918 50 .0762534 -.0172878 .0427815 -.1115465 .0750859 60 .1837809 -.0000103 .0398807 -.0733945 .086837 70 .1904004 .0342069 .0409728 -.0386307 .1239578 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 10 .1202937 .0472101 .0493334 .23266 20 .476172 .0657172 .347928 .6082059 50 .1013001 .0462995 .037315 .2202725 60 .1566859 .0432464 .0836208 .2513816 70 .1701529 .0492117 .0875757 .2805195 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .0040191 .031969 -.0663453 .0690419 20 .0369134 .0518906 -.0648254 .1386395 50 .0112866 .0341575 -.0571932 .0855549 60 -.0228237 .0435152 -.1150639 .056309 70 .0180428 .047544 -.0733354 .1128566 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 -.0032509 .044295 -.0863152 .0938273 20 -.0365727 .0544914 -.1432412 .0694503 50 -.0099843 .0387466 -.0881594 .0706301 60 .0189498 .0298141 -.0338519 .082792 70 -.0134058 .0330778 -.080893 .0502658 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .0009382 .0343076 -.0708994 .0686836 20 .0039653 .0461651 -.0827907 .0941218 50 .0007108 .0340538 -.0714519 .0694353 60 -.0414087 .0332003 -.1134869 .0157367 70 .0404571 .0356212 -.0223491 .1175703 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 -.011143 .0564079 -.1145711 .1157408 20 -.0918438 .0666334 -.223225 .043219 50 -.0296475 .0443419 -.1234269 .0588779 60 -.0009887 .0375932 -.0707094 .0781323 70 .0130289 .0392563 -.0586056 .0968825