The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial logistic regression Number of obs = 521 LR chi2(56) = 403.77 Prob > chi2 = 0.0000 Log likelihood = -539.9089 Pseudo R2 = 0.2722 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- pci | _Iretnat_1 | .7038279 .2970655 -0.83 0.405 .3077505 1.60966 _Iretnat_3 | 1.33958 .6251563 0.63 0.531 .5366971 3.343552 age | .9807394 .0113477 -1.68 0.093 .9587486 1.003235 male | 1.055141 .356527 0.16 0.874 .5441188 2.046102 income | 1.186932 .2025174 1.00 0.315 .8495557 1.658289 edulevel | .8750349 .1330112 -0.88 0.380 .6495865 1.178728 newrelg | 5.806502 2.924258 3.49 0.000 2.163886 15.58098 urban | 1.236833 .2612425 1.01 0.314 .8175626 1.871116 unionhld | 1.507253 .5354849 1.15 0.248 .7512386 3.024087 occupa2 | .832885 .3386502 -0.45 0.653 .3753941 1.847918 occupa3 | 1.064184 .4741281 0.14 0.889 .4444055 2.548322 demsat | .8462341 .0616857 -2.29 0.022 .7335721 .9761988 lrself | .2765978 .0352701 -10.08 0.000 .2154311 .3551313 eusup | 1.447049 .6605294 0.81 0.418 .5914771 3.540203 -------------+---------------------------------------------------------------- soc | _Iretnat_1 | .7950355 .2480685 -0.74 0.462 .4313135 1.465481 _Iretnat_3 | 1.071812 .4059464 0.18 0.855 .5101851 2.251693 age | .9891558 .0085728 -1.26 0.208 .9724952 1.006102 male | 1.312599 .3362583 1.06 0.288 .7944623 2.168656 income | 1.057739 .1378929 0.43 0.667 .8192397 1.365671 edulevel | 1.024432 .1150366 0.21 0.830 .8220517 1.276636 newrelg | 3.248787 1.579476 2.42 0.015 1.252822 8.424678 urban | 1.169326 .19058 0.96 0.337 .8495802 1.60941 unionhld | 1.062133 .2991479 0.21 0.831 .6115603 1.844668 occupa2 | 1.412284 .4356294 1.12 0.263 .7715471 2.585124 occupa3 | 1.192079 .4142363 0.51 0.613 .6032822 2.355535 demsat | .8833252 .0491569 -2.23 0.026 .7920477 .9851217 lrself | .5338032 .0498689 -6.72 0.000 .4444883 .641065 eusup | 1.153011 .3668688 0.45 0.655 .6180095 2.151154 -------------+---------------------------------------------------------------- pri_pli | _Iretnat_1 | 1.602775 .810544 0.93 0.351 .594852 4.318532 _Iretnat_3 | .7598541 .5450633 -0.38 0.702 .1862692 3.099699 age | 1.025646 .0132104 1.97 0.049 1.000078 1.051867 male | .8959419 .3375514 -0.29 0.771 .4281388 1.874887 income | 2.351534 .522178 3.85 0.000 1.52172 3.633856 edulevel | 1.542982 .2266103 2.95 0.003 1.157042 2.057656 newrelg | 3.141937 1.765495 2.04 0.042 1.044471 9.451455 urban | 1.755718 .4169103 2.37 0.018 1.102375 2.796275 unionhld | .5680912 .2497964 -1.29 0.198 .2399577 1.344935 occupa2 | 1.424745 .7681553 0.66 0.511 .4952327 4.098877 occupa3 | 1.603823 .8689146 0.87 0.383 .5546192 4.637864 demsat | .869897 .0752389 -1.61 0.107 .7342532 1.030599 lrself | .8372912 .0992011 -1.50 0.134 .6637848 1.05615 eusup | .7535258 .3685775 -0.58 0.563 .2888975 1.965407 -------------+---------------------------------------------------------------- greens | _Iretnat_1 | .5369235 .3000186 -1.11 0.266 .1795906 1.605245 _Iretnat_3 | 1.548889 .9373121 0.72 0.470 .4730585 5.071377 age | .9395303 .0162106 -3.62 0.000 .9082893 .9718459 male | 1.342772 .6070448 0.65 0.514 .5535901 3.256989 income | .6368045 .1481996 -1.94 0.052 .4035628 1.00485 edulevel | 1.376886 .2514431 1.75 0.080 .9626178 1.969437 newrelg | 5.753552 3.095764 3.25 0.001 2.004183 16.51714 urban | 1.552812 .4439353 1.54 0.124 .8866823 2.71938 unionhld | .8660245 .4478929 -0.28 0.781 .3142704 2.386475 occupa2 | 1.595606 .9205531 0.81 0.418 .5150413 4.943214 occupa3 | 2.493725 1.462382 1.56 0.119 .7901016 7.870714 demsat | .7717303 .0785346 -2.55 0.011 .6321841 .9420794 lrself | .6382398 .0907871 -3.16 0.002 .4829519 .843459 eusup | 1.233632 .7184777 0.36 0.718 .3939479 3.86307 ------------------------------------------------------------------------------ (Outcome vote==dc is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [pci]_Iretnat_1 = 0 ( 2) [soc]_Iretnat_1 = 0 ( 3) [pri_pli]_Iretnat_1 = 0 ( 4) [greens]_Iretnat_1 = 0 ( 5) [pci]_Iretnat_3 = 0 ( 6) [soc]_Iretnat_3 = 0 ( 7) [pri_pli]_Iretnat_3 = 0 ( 8) [greens]_Iretnat_3 = 0 chi2( 8) = 9.13 Prob > chi2 = 0.3316 vote | Freq. Percent Cum. ------------+----------------------------------- pci | 104 19.96 19.96 soc | 138 26.49 46.45 pri_pli | 45 8.64 55.09 greens | 32 6.14 61.23 dc | 202 38.77 100.00 ------------+----------------------------------- Total | 521 100.00 > .83 .84 .85 .86 .87 .88 .88 .89 .9 .91 .92 .93 .94 .95 .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 .2930871 .1996161 .1878226 .2018815 .1767984 .1905115 .2123121 .1712171 20 .6053036 .2648752 .2659662 .2765638 .2643974 .2820429 .2714698 .259785 40 .3709229 .0863724 .09175 .0624638 .105498 .0704427 .0514629 .1144951 50 .1393455 .0614203 .0672348 .0873973 .0559021 .077198 .1022048 .0505495 60 . .3877159 .3872265 .3716935 .3974042 .3798048 .3625503 .4039533 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 10 .1878226 .2061946 .0566575 .109041 .3256592 20 .2659662 .2626115 .0810006 .1280467 .4402093 40 .09175 .0862274 .045642 .0264649 .2032825 50 .0672348 .0756243 .0466698 .0192727 .1973776 60 .3872265 .3693422 .0736602 .230698 .5157051 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .2018815 .0163384 .0382712 -.0576531 .0994052 20 .2765638 .0129183 .0628398 -.1128753 .1342111 40 .0624638 -.0347922 .0389907 -.1251102 .0410557 50 .0873973 .0274841 .0369265 -.0314749 .1164314 60 .3716935 -.0219486 .0587546 -.1352688 .0976808 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .1767984 -.023255 .0528576 -.1335253 .0834313 20 .2643974 .0058031 .0649638 -.1185604 .138673 40 .105498 .0204914 .0317898 -.039091 .0976474 50 .0559021 -.0288262 .0419761 -.1290234 .0413456 60 .3974042 .0257866 .0533416 -.0817813 .130495 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .2123121 .0246911 .0456365 -.0629424 .122461 20 .2714698 -.0149453 .0680392 -.1536518 .116374 40 .0514629 -.0179829 .0398499 -.1153631 .0539816 50 .1022048 .0306368 .044792 -.0407753 .1390798 60 .3625503 -.0223997 .0654417 -.1481105 .1123686 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .1712171 -.0145244 .0416348 -.100552 .0687313 20 .259785 -.0201211 .0613443 -.1391595 .0996667 40 .1144951 .0381853 .0383457 -.0363759 .1264427 50 .0505495 -.0261497 .0341254 -.1094465 .0298518 60 .4039533 .0226099 .0526969 -.0825607 .1261959 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 10 .213099 .0539689 .1191696 .3276345 20 .2735102 .0720205 .1484081 .4295424 40 .0862464 .0459676 .0261012 .2019547 50 .0777566 .0477285 .0186729 .2014267 60 .3767465 .069043 .2458518 .5150876 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .0134061 .038984 -.0603788 .1015464 20 -.0011255 .0561428 -.1087129 .1236768 40 -.0400752 .0403747 -.1260395 .040616 50 .0257717 .0440036 -.0501456 .1354929 60 -.0298543 .0571608 -.1421305 .0969046 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 -.0220457 .0545155 -.1377848 .0812042 20 .0100957 .0621526 -.1201346 .1318111 40 .0234862 .0378451 -.0463294 .1076418 50 -.0244273 .0513611 -.1438968 .0710433 60 .020436 .052338 -.087981 .1253886 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .0234845 .0493895 -.0721664 .1264787 20 -.0225761 .065607 -.1575373 .1045877 40 -.01764 .0442013 -.1201175 .0660436 50 .0162241 .0532207 -.0951398 .1370139 60 -.010588 .0647459 -.1387477 .1128957 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 -.0109095 .04035 -.1048555 .063997 20 -.0071431 .0538235 -.134181 .0924078 40 .0448156 .0399841 -.0369414 .1299198 50 -.0304241 .0412899 -.1376045 .0314633 60 .0340582 .0503022 -.0843423 .1322894