The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial regression Number of obs = 698 LR chi2(60) = 580.14 Prob > chi2 = 0.0000 Log likelihood = -869.9558 Pseudo R2 = 0.2501 ------------------------------------------------------------------------------ vote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- exleft | _Iretnat_1 | .8453996 .3638151 -0.39 0.696 .3637057 1.965052 _Iretnat_3 | .9299575 .3825513 -0.18 0.860 .4152496 2.082653 age | .9836221 .0113278 -1.43 0.152 .9616688 1.006077 male | .8971307 .3091045 -0.32 0.753 .4566421 1.762526 edulevel | 1.692483 .3254997 2.74 0.006 1.160969 2.467335 notrelig | .467076 .1660622 -2.14 0.032 .2326778 .9376054 urban | 1.476846 .1808652 3.18 0.001 1.161691 1.877498 occupa2 | 1.618496 .7717652 1.01 0.313 .6356585 4.120969 occupa3 | 2.382516 1.341695 1.54 0.123 .7901114 7.184279 demsat | 2.460696 .6662124 3.33 0.001 1.447446 4.183247 lrself | .7795527 .0938181 -2.07 0.039 .6157501 .9869302 eusup | 1.140533 .4037941 0.37 0.710 .5698342 2.282796 -------------+---------------------------------------------------------------- d66 | _Iretnat_1 | .727626 .2136086 -1.08 0.279 .4092811 1.293584 _Iretnat_3 | .8071453 .2364418 -0.73 0.465 .4545737 1.433175 age | .9695737 .0081973 -3.65 0.000 .9536396 .985774 male | .8205655 .1978585 -0.82 0.412 .5115259 1.316312 edulevel | 1.340157 .1958723 2.00 0.045 1.006346 1.784695 notrelig | .6165335 .1563864 -1.91 0.057 .3750124 1.013603 urban | .8870917 .0735722 -1.44 0.149 .7540028 1.043672 occupa2 | 2.693006 .9047309 2.95 0.003 1.394027 5.202396 occupa3 | 2.637594 1.082383 2.36 0.018 1.180055 5.895403 demsat | .9604605 .2145417 -0.18 0.857 .6199311 1.488044 lrself | 1.252968 .1030661 2.74 0.006 1.066405 1.47217 eusup | .813393 .2058959 -0.82 0.415 .4952607 1.335878 -------------+---------------------------------------------------------------- cda | _Iretnat_1 | 1.165976 .3896794 0.46 0.646 .6056347 2.244754 _Iretnat_3 | 1.026382 .3551081 0.08 0.940 .5209663 2.022125 age | 1.001364 .0090695 0.15 0.880 .983745 1.019298 male | .9738299 .2712245 -0.10 0.924 .5641729 1.680947 edulevel | 1.144176 .1935448 0.80 0.426 .821309 1.593966 notrelig | .1291218 .0416475 -6.35 0.000 .0686198 .2429683 urban | .6890904 .0698047 -3.68 0.000 .5650016 .8404322 occupa2 | 2.45783 .9381718 2.36 0.018 1.163166 5.193519 occupa3 | 2.890067 1.305579 2.35 0.019 1.192285 7.005445 demsat | .958115 .2431133 -0.17 0.866 .5826834 1.575443 lrself | 2.190811 .2120683 8.10 0.000 1.812214 2.648502 eusup | 1.285561 .386615 0.84 0.404 .7130258 2.317821 -------------+---------------------------------------------------------------- lib | _Iretnat_1 | 1.368209 .454809 0.94 0.346 .7131859 2.624835 _Iretnat_3 | .7249929 .258738 -0.90 0.368 .3602085 1.459196 age | .987342 .0089914 -1.40 0.162 .9698755 1.005123 male | .7551976 .2126795 -1.00 0.319 .4348549 1.311526 edulevel | 1.425402 .2345128 2.15 0.031 1.03251 1.967798 notrelig | .5672886 .1663406 -1.93 0.053 .3193114 1.007845 urban | .9944722 .0970855 -0.06 0.955 .8212852 1.20418 occupa2 | 7.249337 3.462397 4.15 0.000 2.842831 18.48611 occupa3 | 9.682602 5.165736 4.26 0.000 3.403064 27.54952 demsat | 1.668823 .4193068 2.04 0.042 1.019855 2.730753 lrself | 2.76987 .2742458 10.29 0.000 2.281296 3.36308 eusup | .8963845 .2592657 -0.38 0.705 .5085072 1.580125 -------------+---------------------------------------------------------------- calvin | _Iretnat_1 | .4952705 .3124597 -1.11 0.265 .1438237 1.705511 _Iretnat_3 | .3548959 .2360552 -1.56 0.119 .0963681 1.306979 age | .9364164 .0174567 -3.52 0.000 .9028194 .9712635 male | .825121 .4371377 -0.36 0.717 .292121 2.330626 edulevel | 1.555916 .4978591 1.38 0.167 .8310371 2.913078 notrelig | .0166124 .0181744 -3.75 0.000 .0019462 .141798 urban | 1.009542 .1996058 0.05 0.962 .6852133 1.487385 occupa2 | 7.605752 6.509048 2.37 0.018 1.421277 40.70104 occupa3 | 9.085486 8.741764 2.29 0.022 1.378318 59.889 demsat | .7474556 .3547085 -0.61 0.540 .294879 1.894641 lrself | 4.797881 .9827544 7.66 0.000 3.21142 7.168064 eusup | .2057455 .0890902 -3.65 0.000 .0880543 .4807402 ------------------------------------------------------------------------------ (Outcome vote==pvda is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [exleft]_Iretnat_1 = 0.0 ( 2) [d66]_Iretnat_1 = 0.0 ( 3) [cda]_Iretnat_1 = 0.0 ( 4) [lib]_Iretnat_1 = 0.0 ( 5) [calvin]_Iretnat_1 = 0.0 ( 6) [exleft]_Iretnat_3 = 0.0 ( 7) [d66]_Iretnat_3 = 0.0 ( 8) [cda]_Iretnat_3 = 0.0 ( 9) [lib]_Iretnat_3 = 0.0 (10) [calvin]_Iretnat_3 = 0.0 chi2( 10) = 10.52 Prob > chi2 = 0.3959 vote | Freq. Percent Cum. ------------+----------------------------------- exleft | 56 8.02 8.02 pvda | 179 25.64 33.67 d66 | 149 21.35 55.01 cda | 141 20.20 75.21 lib | 144 20.63 95.85 calvin | 29 4.15 100.00 ------------+----------------------------------- Total | 698 100.00 > ......................................................... 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 .926491 .0802292 .078405 .0815948 .0752698 20 . .256447 .2617626 .2658432 .2557597 22 .5411826 .213467 .2161604 .2314112 .2039719 63 .8850551 .2020057 .2006196 .2053254 .1971797 70 .1821644 .2063037 .2029551 .1766131 .2269351 85 .2622684 .0415473 .0400974 .0392123 .0408838 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 10 .078405 .0844556 .0351453 .0333002 .1684166 20 .2617626 .2472959 .054572 .1506738 .3631383 22 .2161604 .1917638 .0533211 .1053692 .3095091 63 .2006196 .2172487 .0529133 .1243929 .3268024 70 .2029551 .2166631 .0549234 .1235096 .3337357 85 .0400974 .0425728 .0276216 .0096003 .112817 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 10 .0815948 .0044228 .0248228 -.0437447 .0599596 20 .2658432 .004568 .039015 -.0709039 .0868334 22 .2314112 .0258524 .0414766 -.0535957 .109402 63 .2053254 .007299 .0380912 -.0634189 .0856314 70 .1766131 -.0369851 .0396323 -.1185481 .0360384 85 .0392123 -.0051571 .0238246 -.048049 .0402821 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 10 .0752698 -.0041336 .0257815 -.0585553 .0494552 20 .2557597 -.00899 .0371576 -.0872383 .0654109 22 .2039719 -.0121294 .0385764 -.0887927 .0613757 63 .1971797 -.0103524 .0396524 -.0919716 .0625138 70 .2269351 .0328328 .0424908 -.0493537 .1190979 85 .0408838 .0027725 .030805 -.053944 .0596658