The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 659 LR chi2(60) = 685.74 Prob > chi2 = 0.0000 Log likelihood = -575.05272 Pseudo R2 = 0.3735 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- pcf-psu | _Iretnat_1 | 1.490153 .5382401 1.10 0.269 .7341399 3.024706 _Iretnat_3 | 2.055681 .8369581 1.77 0.077 .9255374 4.565804 age | .9783012 .0105078 -2.04 0.041 .9579215 .9991144 male | .7498868 .2422124 -0.89 0.373 .398161 1.412318 edulevel | .9874744 .1495557 -0.08 0.934 .7338529 1.328748 newrelg | 1.157437 .1723528 0.98 0.326 .864462 1.549705 urban | 1.123882 .2476691 0.53 0.596 .7296962 1.731009 pubhome | 1.053911 .4698183 0.12 0.906 .4398969 2.524976 ownhome | .6678629 .234549 -1.15 0.250 .3355452 1.329302 unionhld | 1.665647 .6282738 1.35 0.176 .7952689 3.488606 occupa2 | .7473357 .2732353 -0.80 0.426 .3650108 1.530121 occupa3 | .9024231 .4110722 -0.23 0.822 .3695477 2.203687 demsat | .8009179 .058467 -3.04 0.002 .6941452 .9241144 lrself | .7114607 .0788952 -3.07 0.002 .572479 .8841832 eusup | .2908879 .0794248 -4.52 0.000 .1703379 .4967524 -------------+---------------------------------------------------------------- green | _Iretnat_1 | .7025164 .2756464 -0.90 0.368 .3255895 1.515802 _Iretnat_3 | 1.180741 .4882368 0.40 0.688 .5250279 2.65538 age | .9841083 .0118771 -1.33 0.184 .9611028 1.007664 male | 1.07076 .3573474 0.20 0.838 .5566963 2.059518 edulevel | 1.418399 .2295435 2.16 0.031 1.032871 1.947829 newrelg | 1.244087 .1977318 1.37 0.169 .9110937 1.698785 urban | .6078759 .1491607 -2.03 0.042 .3757916 .9832928 pubhome | .9784936 .5774558 -0.04 0.971 .3077679 3.110947 ownhome | .6639119 .2442616 -1.11 0.266 .3228068 1.365458 unionhld | .917616 .4296998 -0.18 0.854 .3664896 2.297525 occupa2 | 1.126651 .4188666 0.32 0.748 .5436624 2.334798 occupa3 | .5051469 .2937096 -1.17 0.240 .1616218 1.57883 demsat | .7733838 .0648973 -3.06 0.002 .6560966 .9116377 lrself | 1.424527 .1712101 2.94 0.003 1.125555 1.802911 eusup | .6458668 .2113888 -1.34 0.182 .340055 1.226695 -------------+---------------------------------------------------------------- rpr | _Iretnat_1 | .7826676 .3326217 -0.58 0.564 .3402748 1.800217 _Iretnat_3 | .9247974 .4014454 -0.18 0.857 .3949558 2.165433 age | 1.011393 .0118008 0.97 0.332 .9885266 1.034789 male | 1.31187 .4813613 0.74 0.459 .639089 2.692899 edulevel | 1.144307 .1855904 0.83 0.406 .8327025 1.572518 newrelg | .7720757 .1639512 -1.22 0.223 .5092209 1.170613 urban | 1.012065 .2490179 0.05 0.961 .6248426 1.639252 pubhome | 2.741839 2.119833 1.30 0.192 .6024786 12.47792 ownhome | 1.797069 .7973103 1.32 0.186 .7531992 4.287652 unionhld | .4500544 .2805959 -1.28 0.200 .1326067 1.527441 occupa2 | 1.367301 .5943561 0.72 0.472 .5832476 3.20535 occupa3 | 2.722734 1.442378 1.89 0.059 .9640032 7.690102 demsat | .8968588 .081164 -1.20 0.229 .7510899 1.070918 lrself | 7.970991 1.423282 11.63 0.000 5.617249 11.311 eusup | 1.348048 .5491967 0.73 0.464 .6066311 2.995616 -------------+---------------------------------------------------------------- udf | _Iretnat_1 | .7901767 .2862221 -0.65 0.516 .3885056 1.60713 _Iretnat_3 | 1.07454 .4284028 0.18 0.857 .4918826 2.347382 age | 1.011763 .0102393 1.16 0.248 .9918919 1.032032 male | 2.018939 .6576523 2.16 0.031 1.066231 3.822917 edulevel | 1.023865 .1456892 0.17 0.868 .77468 1.353203 newrelg | .7644853 .1408971 -1.46 0.145 .5327089 1.097105 urban | .8765949 .1942423 -0.59 0.552 .5677844 1.353363 pubhome | 1.662446 1.139034 0.74 0.458 .4340525 6.367266 ownhome | 1.445144 .5752737 0.92 0.355 .6623239 3.153204 unionhld | 1.062024 .4991099 0.13 0.898 .4227688 2.667877 occupa2 | 2.317983 .9088158 2.14 0.032 1.074925 4.998531 occupa3 | 3.676549 1.755137 2.73 0.006 1.442406 9.371153 demsat | 1.005106 .0794551 0.06 0.949 .8608411 1.173547 lrself | 4.073263 .6232054 9.18 0.000 3.017932 5.497629 eusup | 1.657591 .6536302 1.28 0.200 .7652915 3.590275 ------------------------------------------------------------------------------ (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) = 5.23 Prob > chi2 = 0.7323 vote | Freq. Percent Cum. ------------+----------------------------------- pcf-psu | 71 10.77 10.77 ps-mrg | 312 47.34 58.12 green | 52 7.89 66.01 rpr | 129 19.58 85.58 udf | 95 14.42 100.00 ------------+----------------------------------- Total | 659 100.00 > .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 .1937823 .107739 .1062309 .1169928 .1090299 .084355 .1349798 .116397 20 . .4734446 .4640417 .4411363 .4774999 .4722596 .4233973 .4801912 50 .5152177 .0789074 .0821876 .0911314 .0710686 .0896659 .0931438 .066427 60 .8461027 .1957511 .2001468 .1968889 .2016045 .2059016 .1931861 .1992242 70 .7275372 .1441578 .147393 .1538506 .1407971 .1478178 .155293 .1377605 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 10 .1062309 .1127765 .0431689 .048217 .2093159 20 .4640417 .473401 .0720125 .3340083 .6061671 50 .0821876 .0846941 .0444066 .026712 .1924384 60 .2001468 .1991945 .0413449 .1259549 .2800238 70 .147393 .1299338 .0500104 .0556184 .2424443 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .1169928 .0134714 .0365007 -.0500573 .0898607 20 .4411363 -.0310128 .0560053 -.1415023 .0766242 50 .0911314 .0132054 .0336235 -.0458496 .0885567 60 .1968889 -.0048838 .0230246 -.0495181 .0417265 70 .1538506 .0092198 .0314341 -.0499199 .0756436 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .1090299 .0103499 .0258054 -.0421349 .0580848 20 .4774999 .0159801 .046017 -.0727726 .1085449 50 .0710686 -.0167202 .0290217 -.0773456 .0390249 60 .2016045 .0031028 .0361163 -.0691798 .0748431 70 .1407971 -.0127126 .0397642 -.0954261 .0639985 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .1349798 .051254 .038838 -.003473 .1414608 20 .4233973 -.0522617 .0579323 -.1684045 .0565541 50 .0931438 .001985 .0348562 -.0591559 .0811692 60 .1931861 -.0088475 .0265802 -.0599268 .0438188 70 .155293 .0078702 .0359927 -.0605559 .0836052 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .116397 .031844 .0264784 -.0165174 .0892875 20 .4801912 .0071258 .0452909 -.0801386 .0980201 50 .066427 -.0245537 .0284036 -.0842518 .0305188 60 .1992242 -.0023995 .0304458 -.0648843 .0590439 70 .1377605 -.0120166 .0335091 -.0811361 .0523777 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 10 .1140096 .0432143 .0499481 .2101027 20 .484148 .0649426 .359621 .606663 50 .0943022 .0475696 .0310979 .2092369 60 .2051811 .0413962 .1324526 .288345 70 .1418698 .0506085 .0648382 .2554664 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .013624 .0359291 -.0495078 .0884762 20 -.0438219 .0441477 -.1273289 .0436978 50 .013925 .0336983 -.0434573 .0881002 60 -.0063663 .0231833 -.0515638 .0408166 70 .0075034 .0303748 -.0466613 .0732238 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .008308 .0262119 -.0454118 .0572177 20 .0280728 .0382296 -.049359 .1003312 50 -.0196349 .0311721 -.0894679 .0340014 60 .0017357 .0325192 -.0657436 .0653284 70 -.013458 .0339907 -.0863 .0477455 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .0505423 .038681 -.0038014 .1396687 20 -.0645573 .0484819 -.1585366 .029191 50 -.0027167 .0360935 -.0729 .073492 60 -.0124956 .0278317 -.0690047 .0424281 70 -.0016491 .0357404 -.0680018 .0734096 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .030173 .0261108 -.0168711 .0890896 20 .0126411 .0352971 -.0598718 .0784571 50 -.033619 .0294207 -.1022616 .0091289 60 -.0072707 .0249359 -.0626681 .0383377 70 -.023248 .0283106 -.0858537 .0257402