The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial regression Number of obs = 365 LR chi2(48) = 451.39 Prob > chi2 = 0.0000 Log likelihood = -288.86522 Pseudo R2 = 0.4386 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- pci | _Iretnat_1 | 1.393489 1.019818 0.45 0.650 .3320135 5.848593 _Iretnat_3 | 1.056178 .5829479 0.10 0.921 .3580337 3.115661 age | .9823145 .0146675 -1.20 0.232 .9539833 1.011487 male | 2.545975 1.159948 2.05 0.040 1.042428 6.218165 edulevel | 1.668197 .4476127 1.91 0.056 .9859431 2.822557 notrelig | 1.101382 .5390602 0.20 0.844 .4220132 2.874418 urban | 1.342679 .2541284 1.56 0.120 .9265431 1.945713 occupa2 | 1.095941 .5976736 0.17 0.867 .3763417 3.191477 occupa3 | .3904632 .2716935 -1.35 0.177 .0998375 1.527096 demsat | 1.353663 .4623958 0.89 0.375 .6930264 2.64406 lrself | .7402345 .1592532 -1.40 0.162 .4855599 1.128485 eusup | .2540006 .1099449 -3.17 0.002 .1087401 .5933075 -------------+---------------------------------------------------------------- christ | _Iretnat_1 | 3.59317 2.495994 1.84 0.066 .9208547 14.02053 _Iretnat_3 | .4780211 .2951699 -1.20 0.232 .1425097 1.603428 age | .9985437 .0153011 -0.10 0.924 .9689999 1.028988 male | .7934777 .4055157 -0.45 0.651 .2914195 2.160483 edulevel | .9969796 .2768753 -0.01 0.991 .5784897 1.718213 notrelig | .1437977 .1415696 -1.97 0.049 .0208804 .9902943 urban | .9705068 .2230111 -0.13 0.896 .6185894 1.522631 occupa2 | 2.205151 1.455892 1.20 0.231 .604582 8.043063 occupa3 | 5.300088 3.933826 2.25 0.025 1.237386 22.70184 demsat | .7986823 .3058836 -0.59 0.557 .3770304 1.691889 lrself | 7.835579 2.23702 7.21 0.000 4.477723 13.7115 eusup | .5053313 .2997263 -1.15 0.250 .1580172 1.616025 -------------+---------------------------------------------------------------- fi | _Iretnat_1 | 7.199912 5.15755 2.76 0.006 1.768405 29.31384 _Iretnat_3 | .4121884 .2742628 -1.33 0.183 .111872 1.518694 age | .9858542 .015881 -0.88 0.376 .9552143 1.017477 male | .9339293 .5038067 -0.13 0.899 .3244402 2.688397 edulevel | .9280423 .2724528 -0.25 0.799 .5220039 1.649916 notrelig | .541317 .473648 -0.70 0.483 .097422 3.00778 urban | 1.136684 .2745124 0.53 0.596 .708063 1.824766 occupa2 | 1.704568 1.201322 0.76 0.449 .4282685 6.784415 occupa3 | 5.921584 4.595193 2.29 0.022 1.293895 27.10046 demsat | .7499482 .3005203 -0.72 0.473 .3419295 1.644849 lrself | 12.28077 3.675016 8.38 0.000 6.831308 22.07737 eusup | .3739843 .2249474 -1.64 0.102 .1150443 1.215743 -------------+---------------------------------------------------------------- ln | _Iretnat_1 | 7.153147 6.281699 2.24 0.025 1.279367 39.9944 _Iretnat_3 | .6002769 .5107354 -0.60 0.549 .1132717 3.181134 age | .9773765 .0197003 -1.14 0.256 .9395174 1.016761 male | 1.191733 .809318 0.26 0.796 .3148613 4.510644 edulevel | .8695273 .3245428 -0.37 0.708 .4183891 1.807116 notrelig | .287855 .3232457 -1.11 0.267 .0318655 2.600324 urban | 1.041089 .3219293 0.13 0.896 .5679062 1.908532 occupa2 | .7824207 .7090805 -0.27 0.787 .1324421 4.622261 occupa3 | 3.458785 3.164654 1.36 0.175 .5755822 20.78451 demsat | 1.071062 .5325184 0.14 0.890 .4042108 2.838058 lrself | 11.23876 3.614655 7.52 0.000 5.983449 21.10986 eusup | .2092719 .1405237 -2.33 0.020 .0561227 .7803385 ------------------------------------------------------------------------------ (Outcome vote==pds is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [pci]_Iretnat_1 = 0.0 ( 2) [christ]_Iretnat_1 = 0.0 ( 3) [fi]_Iretnat_1 = 0.0 ( 4) [ln]_Iretnat_1 = 0.0 ( 5) [pci]_Iretnat_3 = 0.0 ( 6) [christ]_Iretnat_3 = 0.0 ( 7) [fi]_Iretnat_3 = 0.0 ( 8) [ln]_Iretnat_3 = 0.0 chi2( 8) = 15.89 Prob > chi2 = 0.0439 vote | Freq. Percent Cum. ------------+----------------------------------- pci | 33 9.04 9.04 pds | 149 40.82 49.86 christ | 68 18.63 68.49 fi | 94 25.75 94.25 ln | 21 5.75 100.00 ------------+----------------------------------- Total | 365 100.00 ......................................................................... 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 re > tnat gets worse by one category better: mean predicted probability of voting for each party (for the sample) when r > etnat gets worse by one category party test freq pv worse better -------------------------------------------------------------------------------- 10 .8933633 .090411 .0729287 .0754589 .0696734 11 . .4082192 .3332891 .368055 .2878564 61 .0188489 .1863014 .2214324 .2317355 .2171346 71 .0005965 .2575342 .298998 .2540026 .3490472 75 .0188738 .0575342 .0733517 .070748 .0762883 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 10 .0729287 .1150287 .0605961 .0316702 .2723708 11 .3332891 .4507428 .0844765 .2763173 .6038381 61 .2214324 .1768738 .0644107 .0789068 .329534 71 .298998 .2069856 .0554823 .1075804 .3222642 75 .0733517 .0503691 .0389933 .008876 .1632314 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .0754589 .0008314 .0483697 -.1033228 .1014331 11 .368055 .0613002 .0736177 -.0654053 .2350835 61 .2317355 .0036855 .0596886 -.119692 .1312681 71 .2540026 -.0631911 .0559512 -.1943025 .0456699 75 .070748 -.002626 .0356693 -.0824676 .0783104 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .0696734 .0023614 .050496 -.0951029 .1232257 11 .2878564 -.0621454 .0742299 -.238375 .0713663 61 .2171346 .0057119 .05297 -.0977734 .1218608 71 .3490472 .0514558 .0476993 -.0357299 .1619114 75 .0762883 .0026163 .0288102 -.0535757 .0748574