The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 326 LR chi2(42) = 349.86 Prob > chi2 = 0.0000 Log likelihood = -227.7995 Pseudo R2 = 0.4344 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- soc | _Iretnat_1 | .9240282 .7200396 -0.10 0.919 .2006296 4.255743 _Iretnat_3 | .775562 .3642136 -0.54 0.588 .3089453 1.946935 age | .9742155 .0158409 -1.61 0.108 .9436574 1.005763 male | 1.976854 .8342676 1.61 0.106 .8644749 4.520608 income | 1.338313 .3619975 1.08 0.281 .7876218 2.274036 edulevel | .7864399 .1770502 -1.07 0.286 .5058662 1.222631 notrelig | 8.216311 4.030189 4.29 0.000 3.141618 21.48822 urban | .8294338 .2321232 -0.67 0.504 .479255 1.435479 occupa2 | .5950003 .3511448 -0.88 0.379 .1871427 1.89174 occupa3 | 1.227061 .7454634 0.34 0.736 .3730309 4.036339 demsat | .8939453 .2991744 -0.33 0.738 .4639183 1.722584 dutch | .1776386 .0865815 -3.55 0.000 .0683376 .4617586 lrself | .2998725 .0490795 -7.36 0.000 .2175817 .4132861 supeu | .5715874 .1404523 -2.28 0.023 .3531202 .925215 -------------+---------------------------------------------------------------- lib | _Iretnat_1 | 1.722505 1.117523 0.84 0.402 .4829699 6.143291 _Iretnat_3 | .6889705 .3347296 -0.77 0.443 .2658598 1.785454 age | 1.009467 .0175959 0.54 0.589 .9755621 1.04455 male | 2.959258 1.274519 2.52 0.012 1.272272 6.883124 income | 1.370342 .3690094 1.17 0.242 .8083791 2.322966 edulevel | 1.487069 .3132105 1.88 0.060 .9841217 2.247054 notrelig | 6.888189 3.652267 3.64 0.000 2.436574 19.47289 urban | .6214539 .1737667 -1.70 0.089 .3592542 1.075019 occupa2 | 2.307801 1.337879 1.44 0.149 .7408657 7.18881 occupa3 | .7635409 .5725137 -0.36 0.719 .1756263 3.319519 demsat | .6184141 .2129643 -1.40 0.163 .3148833 1.214532 dutch | .1089383 .0526123 -4.59 0.000 .0422755 .2807195 lrself | .7963126 .1091542 -1.66 0.097 .6087032 1.041746 supeu | .5836283 .1452924 -2.16 0.031 .3582881 .950693 -------------+---------------------------------------------------------------- green | _Iretnat_1 | 1.168919 1.092212 0.17 0.867 .1872581 7.296734 _Iretnat_3 | 2.103055 1.413417 1.11 0.269 .5633483 7.850987 age | .9030963 .0226429 -4.07 0.000 .8597899 .948584 male | 1.309797 .727203 0.49 0.627 .441179 3.888602 income | .9308268 .3270903 -0.20 0.838 .4674753 1.853442 edulevel | 1.484416 .4132069 1.42 0.156 .8602255 2.561527 notrelig | 14.42013 8.290103 4.64 0.000 4.673209 44.49622 urban | .7372108 .2899388 -0.78 0.438 .3410525 1.593537 occupa2 | 1.14614 .8385852 0.19 0.852 .2731787 4.808705 occupa3 | 2.441094 1.831658 1.19 0.234 .5609077 10.62375 demsat | .6291783 .2896167 -1.01 0.314 .2552452 1.550922 dutch | .1392398 .0937539 -2.93 0.003 .0372072 .5210749 lrself | .5308951 .1050332 -3.20 0.001 .3602513 .7823695 supeu | .8846682 .3166412 -0.34 0.732 .4386494 1.784199 ------------------------------------------------------------------------------ (Outcome vote==christ is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [soc]_Iretnat_1 = 0 ( 2) [lib]_Iretnat_1 = 0 ( 3) [green]_Iretnat_1 = 0 ( 4) [soc]_Iretnat_3 = 0 ( 5) [lib]_Iretnat_3 = 0 ( 6) [green]_Iretnat_3 = 0 chi2( 6) = 5.40 Prob > chi2 = 0.4934 vote | Freq. Percent Cum. ------------+----------------------------------- soc | 116 35.58 35.58 lib | 48 14.72 50.31 green | 30 9.20 59.51 christ | 132 40.49 100.00 ------------+----------------------------------- Total | 326 100.00 > .98 .98 .99 .99 .99 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 .8610349 .3558282 .3304248 .3200639 .3417837 .3580125 .3166247 .3225111 40 .323131 .1472393 .1564674 .1357547 .1953771 .1670354 .1285815 .2313547 55 .5154326 .0920245 .1064291 .1276805 .0772447 .0768437 .138414 .0791021 60 . .404908 .4066787 .4165009 .3855946 .3981084 .4163798 .3670322 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .3304248 .3509089 .0809434 .2078428 .5106892 40 .1564674 .1531346 .0741071 .0477939 .3231071 55 .1064291 .1005324 .0604886 .0246032 .2472501 60 .4066787 .395424 .0815672 .2476825 .5529274 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .3200639 -.0190728 .0642965 -.1534371 .1040151 40 .1357547 -.0486395 .0648907 -.1908391 .0648811 55 .1276805 .0462181 .0578426 -.0553363 .1707752 60 .4165009 .0214943 .0632946 -.1015666 .1479479 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .3417837 .0102602 .0679181 -.1204221 .1498164 40 .1953771 .041657 .0608173 -.0595034 .1789644 55 .0772447 -.0297736 .0471082 -.1302778 .0543029 60 .3855946 -.0221436 .0620952 -.1472402 .0972504 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .3166247 -.0318832 .0545863 -.1441563 .0727703 40 .1285815 -.0364402 .0506756 -.1492632 .0492495 55 .138414 .0539928 .0461168 -.0135247 .1619173 60 .4163798 .0143307 .0555395 -.0965804 .1243741 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .3225111 -.032161 .0942002 -.2181271 .1572986 40 .2313547 .0615864 .0867608 -.078227 .2622038 55 .0791021 .0056044 .053695 -.0859209 .1288921 60 .3670322 -.0350298 .0812588 -.2016103 .1162624 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .3610646 .0744116 .2295261 .5103405 40 .1600704 .0714623 .0570616 .3249091 55 .1056016 .0609529 .0279493 .2521655 60 .408928 .0747959 .2735814 .5556421 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 -.0220109 .05708 -.1405243 .0860493 40 -.0615224 .0626062 -.198381 .0459975 55 .0390346 .0559125 -.0607498 .1602897 60 .0175728 .0566584 -.0914112 .1334987 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .0155342 .0616669 -.1027501 .1413875 40 .0578363 .0595587 -.0377456 .1942201 55 -.0279385 .0451412 -.1249103 .0550077 60 -.0167201 .0548455 -.1283045 .0889081 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 -.0355894 .0485929 -.1341708 .0570072 40 -.0445155 .0496308 -.1533087 .0387668 55 .0426723 .0435781 -.0248188 .1445272 60 .0074837 .0476034 -.0822115 .1061336 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 -.0284531 .0861924 -.1971331 .1456561 40 .0873286 .0832014 -.0421824 .2843156 55 -.0071425 .0536158 -.1063173 .1139779 60 -.0393378 .0747535 -.1887175 .1087767