The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial regression Number of obs = 471 LR chi2(60) = 426.70 Prob > chi2 = 0.0000 Log likelihood = -479.76307 Pseudo R2 = 0.3078 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- soc | _Iretnat_1 | 1.385466 .5454711 0.83 0.408 .6404276 2.997243 _Iretnat_3 | 1.561011 .6429292 1.08 0.280 .696344 3.499354 age | .9977157 .0115135 -0.20 0.843 .9754029 1.020539 male | .7607629 .2609933 -0.80 0.425 .3883554 1.490285 edulevel | .6802791 .1625096 -1.61 0.107 .425938 1.086495 notrelig | 2.711126 .7786752 3.47 0.001 1.544088 4.760223 urban | 1.141329 .2545682 0.59 0.553 .7371469 1.767126 ownhome | .532075 .2083234 -1.61 0.107 .2470028 1.146156 unionhld | 1.515125 .530528 1.19 0.235 .7627745 3.009543 occupa2 | .7031094 .2881688 -0.86 0.390 .3148898 1.569955 occupa3 | .3593951 .1804906 -2.04 0.042 .1343052 .9617258 demsat | 1.376901 .3078049 1.43 0.153 .888418 2.133968 lrself | .2860064 .0404408 -8.85 0.000 .216779 .3773412 eusup | .7846346 .2415881 -0.79 0.431 .4291247 1.434668 region2 | .2500259 .0924397 -3.75 0.000 .1211374 .5160498 -------------+---------------------------------------------------------------- lib | _Iretnat_1 | 1.003228 .4439331 0.01 0.994 .4214427 2.388143 _Iretnat_3 | 1.785591 .7640829 1.35 0.175 .7718614 4.13071 age | .9837882 .011376 -1.41 0.158 .9617424 1.006339 male | 1.51863 .5644662 1.12 0.261 .7329343 3.14658 edulevel | .9188142 .2149438 -0.36 0.717 .5808995 1.453297 notrelig | 2.526284 .7324772 3.20 0.001 1.431142 4.459454 urban | 1.757336 .3883593 2.55 0.011 1.13958 2.70997 ownhome | .6730462 .2846872 -0.94 0.349 .2937656 1.542015 unionhld | .4309843 .1762015 -2.06 0.040 .1934017 .960423 occupa2 | 1.944975 1.013983 1.28 0.202 .7000887 5.403497 occupa3 | 2.592841 1.38195 1.79 0.074 .9122143 7.369789 demsat | 1.239387 .2998277 0.89 0.375 .7714139 1.991252 lrself | .8432005 .1031954 -1.39 0.163 .6633706 1.07178 eusup | 1.106459 .3770615 0.30 0.767 .5673633 2.157793 region2 | .3000378 .1158309 -3.12 0.002 .1407881 .6394195 -------------+---------------------------------------------------------------- flemish | _Iretnat_1 | .9200322 .4396587 -0.17 0.862 .3606091 2.347305 _Iretnat_3 | .6901827 .4628216 -0.55 0.580 .1854243 2.568984 age | 1.002689 .0165756 0.16 0.871 .9707225 1.035709 male | .8005848 .370142 -0.48 0.630 .3234917 1.981306 edulevel | 1.514946 .4921252 1.28 0.201 .8014697 2.863565 notrelig | .7220106 .4790891 -0.49 0.624 .1966663 2.650679 urban | .5029117 .1873589 -1.84 0.065 .2423137 1.043772 ownhome | .4678313 .2554556 -1.39 0.164 .1604343 1.36421 unionhld | .7193931 .3315658 -0.71 0.475 .2915079 1.775342 occupa2 | 1.074767 .6295721 0.12 0.902 .3409582 3.387874 occupa3 | .5727888 .3986681 -0.80 0.423 .1464022 2.240998 demsat | 1.869752 .5769769 2.03 0.043 1.021213 3.423354 lrself | .9354159 .1337407 -0.47 0.641 .706813 1.237955 eusup | 1.092038 .4459208 0.22 0.829 .4905233 2.431173 region2 | 10.77969 11.47496 2.23 0.026 1.338147 86.83772 -------------+---------------------------------------------------------------- green | _Iretnat_1 | 1.102981 .4232727 0.26 0.798 .5198962 2.34002 _Iretnat_3 | 2.530033 1.00241 2.34 0.019 1.163794 5.500169 age | .9668109 .0112183 -2.91 0.004 .9450716 .9890504 male | .4791186 .1613623 -2.18 0.029 .2476093 .9270842 edulevel | 1.814534 .4103153 2.63 0.008 1.164892 2.826473 notrelig | 2.169387 .6113179 2.75 0.006 1.248747 3.76877 urban | 1.324434 .2772022 1.34 0.179 .8787694 1.996115 ownhome | 1.077546 .4197 0.19 0.848 .5022224 2.311934 unionhld | 1.041116 .3455337 0.12 0.903 .5432452 1.995274 occupa2 | 1.129272 .4717202 0.29 0.771 .4980057 2.560726 occupa3 | .999757 .4661155 -0.00 1.000 .4009035 2.493154 demsat | 1.34871 .2955141 1.37 0.172 .8778348 2.072164 lrself | .5720054 .0687452 -4.65 0.000 .4519604 .7239355 eusup | .6702696 .1987348 -1.35 0.177 .3748594 1.19848 region2 | .6650968 .2330731 -1.16 0.245 .3346525 1.32183 ------------------------------------------------------------------------------ (Outcome vote==christ is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [soc]_Iretnat_1 = 0.0 ( 2) [lib]_Iretnat_1 = 0.0 ( 3) [flemish]_Iretnat_1 = 0.0 ( 4) [green]_Iretnat_1 = 0.0 ( 5) [soc]_Iretnat_3 = 0.0 ( 6) [lib]_Iretnat_3 = 0.0 ( 7) [flemish]_Iretnat_3 = 0.0 ( 8) [green]_Iretnat_3 = 0.0 chi2( 8) = 8.80 Prob > chi2 = 0.3595 vote | Freq. Percent Cum. ------------+----------------------------------- soc | 132 28.03 28.03 lib | 62 13.16 41.19 flemish | 28 5.94 47.13 green | 88 18.68 65.82 christ | 161 34.18 100.00 ------------+----------------------------------- Total | 471 100.00 .............................................................................................. 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 .5180897 .2802548 .2802548 .2682267 .2935083 40 .310774 .1316348 .1316348 .1396794 .1227407 50 .8572626 .059448 .059448 .0526248 .0636807 55 .0418797 .1868365 .1868365 .2183116 .1604882 60 . .3418259 .3418259 .3211576 .359582 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 20 .2802548 .2655727 .0619307 .1590085 .3932371 40 .1316348 .1196533 .0551258 .0435987 .2461979 50 .059448 .0762405 .0538599 .0162627 .2110175 55 .1868365 .1800748 .0635165 .0816261 .3187551 60 .3418259 .3584588 .0792556 .214961 .5141571 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 20 .2682267 -.0163894 .0417758 -.1000859 .0671384 40 .1396794 .0111523 .0329585 -.0514065 .0817281 50 .0526248 -.0089202 .0434 -.0992637 .0794288 55 .2183116 .0443975 .0442013 -.0356618 .1371093 60 .3211576 -.0302403 .058414 -.1539477 .0726324 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 20 .2935083 .0197714 .0439071 -.0670093 .110708 40 .1227407 -.0105673 .0417621 -.0993915 .0684598 50 .0636807 .0037915 .0317436 -.0575768 .0709186 55 .1604882 -.0314463 .0422929 -.1194611 .0458071 60 .359582 .0184507 .0520804 -.0761548 .1310172