The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial regression Number of obs = 509 LR chi2(42) = 373.61 Prob > chi2 = 0.0000 Log likelihood = -382.98398 Pseudo R2 = 0.3278 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- fdp | _Iretnat_1 | 1.027177 .4723013 0.06 0.953 .4171177 2.529486 _Iretnat_3 | .5662356 .2536503 -1.27 0.204 .2353389 1.362387 age | 1.000662 .0116719 0.06 0.955 .9780446 1.023802 male | 1.265079 .495447 0.60 0.548 .5871629 2.72569 edulevel | 1.30941 .2010769 1.76 0.079 .9690864 1.769248 notrelig | .6984684 .1932454 -1.30 0.195 .4061109 1.201293 urban | 1.095398 .2589216 0.39 0.700 .6892416 1.740894 ownhome | 1.551291 .5961531 1.14 0.253 .7304336 3.294622 unionhld | .2553125 .1348072 -2.59 0.010 .0907048 .7186439 occupa2 | 3.048563 1.589311 2.14 0.033 1.09733 8.46941 occupa3 | 2.312848 1.287622 1.51 0.132 .7767146 6.887043 demsat | .8530376 .2442913 -0.56 0.579 .4866342 1.495319 lrself | 1.577662 .1882612 3.82 0.000 1.24865 1.993367 eusup | .7406225 .2402826 -0.93 0.355 .3921379 1.398798 -------------+---------------------------------------------------------------- green | _Iretnat_1 | 1.002951 .5836541 0.01 0.996 .3205782 3.1378 _Iretnat_3 | .8382438 .4397281 -0.34 0.737 .2998091 2.343667 age | .9628697 .0163055 -2.23 0.025 .931436 .9953642 male | .3156759 .1465021 -2.48 0.013 .127118 .7839273 edulevel | 1.624654 .2977341 2.65 0.008 1.134409 2.326762 notrelig | 1.083498 .2818731 0.31 0.758 .6507097 1.804135 urban | .813649 .2144152 -0.78 0.434 .4854292 1.363792 ownhome | 1.154533 .5129572 0.32 0.746 .4833023 2.757997 unionhld | .3403846 .1689633 -2.17 0.030 .1286597 .9005283 occupa2 | 1.909628 1.112975 1.11 0.267 .6093252 5.984782 occupa3 | .606824 .4452622 -0.68 0.496 .1440412 2.55646 demsat | 2.305867 .7640017 2.52 0.012 1.204498 4.414306 lrself | .7807333 .1100126 -1.76 0.079 .5923255 1.02907 eusup | 1.522416 .5997118 1.07 0.286 .7034402 3.29488 -------------+---------------------------------------------------------------- christ | _Iretnat_1 | .7113293 .2494963 -0.97 0.331 .3576964 1.414578 _Iretnat_3 | .5706729 .1844023 -1.74 0.083 .3029266 1.075071 age | 1.013758 .0084514 1.64 0.101 .9973281 1.030459 male | 1.119287 .3224443 0.39 0.696 .6363955 1.968592 edulevel | 1.087507 .1289029 0.71 0.479 .8620623 1.37191 notrelig | .4317743 .1063892 -3.41 0.001 .2663917 .6998305 urban | .7411074 .1354638 -1.64 0.101 .5179571 1.060397 ownhome | 1.391665 .4026482 1.14 0.253 .7893287 2.453644 unionhld | .3940652 .1291228 -2.84 0.004 .2073271 .7489972 occupa2 | 2.057278 .7100841 2.09 0.037 1.045911 4.046609 occupa3 | 2.105803 .8036669 1.95 0.051 .9966936 4.449115 demsat | .6081408 .1319692 -2.29 0.022 .3974567 .9305046 lrself | 2.615862 .2599419 9.68 0.000 2.152929 3.178336 eusup | .9827354 .2457542 -0.07 0.944 .6019706 1.604345 ------------------------------------------------------------------------------ (Outcome vote==soc is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [fdp]_Iretnat_1 = 0.0 ( 2) [green]_Iretnat_1 = 0.0 ( 3) [christ]_Iretnat_1 = 0.0 ( 4) [fdp]_Iretnat_3 = 0.0 ( 5) [green]_Iretnat_3 = 0.0 ( 6) [christ]_Iretnat_3 = 0.0 chi2( 6) = 4.48 Prob > chi2 = 0.6119 vote | Freq. Percent Cum. ------------+----------------------------------- soc | 227 44.60 44.60 fdp | 43 8.45 53.05 green | 35 6.88 59.92 christ | 204 40.08 100.00 ------------+----------------------------------- Total | 509 100.00 ...................................................................................................... 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 cat > egory better: mean predicted probability of voting for each party (for the sample) when retnat gets worse by one ca > tegory party test freq pv worse better -------------------------------------------------------------------------------- 20 . .4459725 .4604731 .4808567 .4387142 40 .3351935 .0844794 .0873622 .0762642 .102693 50 .9186478 .0687623 .0693511 .0682938 .070759 60 .2170907 .4007859 .3828136 .3745853 .3878339 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .4604731 .4562746 .0845657 .2905619 .6179487 40 .0873622 .0928112 .0526995 .0257798 .2292381 50 .0693511 .0923982 .0534367 .0227741 .2261909 60 .3828136 .3585159 .0663657 .2348355 .4909782 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .4808567 .0322964 .0534171 -.0664401 .1380398 40 .0762642 -.016373 .0374078 -.1043483 .0544852 50 .0682938 -.000112 .0283153 -.0581435 .060356 60 .3745853 -.0158114 .0512691 -.1155005 .07859 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .4387142 -.016758 .0554377 -.1275763 .0868144 40 .102693 .0179961 .0365957 -.0492865 .1014177 50 .070759 .0023392 .0355572 -.0745352 .0763434 60 .3878339 -.0035773 .0474989 -.0925274 .088369