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UF STA 6127 - Main Effects

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Model 1: Main Effects 6655443322111)()(ln CatCatCatCatCatCatSIMjYPjYPj Model Fitting InformationModel -2 Log Likelihood Chi-Square df Sig.Intercept Only 175.156Final 125.700 49.457 7 .000Link function: Logit.Parameter EstimatesEstimate Std. Error Wald df Sig.95% ConfidenceIntervalLowerBoundUpperBoundThreshold [choiceasc = 1] -.966 .257 14.117 1 .000 -1.470 -.462[choiceasc = 2] .698 .254 7.576 1 .006 .201 1.196Location sim 1.031 .183 31.615 1 .000 .671 1.390cat1 .258 .333 .600 1 .439 -.395 .912cat2 .399 .336 1.409 1 .235 -.260 1.058cat3 -.203 .328 .383 1 .536 -.846 .440cat4 .812 .347 5.470 1 .019 .131 1.492cat5 .332 .335 .982 1 .322 -.324 .988cat6 -.446 .327 1.862 1 .172 -1.088 .195Link function: Logit.Model 2: Main Effects & Interactions 661166111*...*...)()(ln CatSIMCatSIMCatCatSIMjYPjYPjModel Fitting InformationModel -2 Log Likelihood Chi-Square df Sig.Intercept Only 175.156Final 116.519 58.637 13 .000Link function: Logit.Parameter EstimatesEstimate Std. Error Wald df Sig.95% ConfidenceIntervalLowerBoundUpperBoundThreshold[choiceasc = 1] -1.371 .330 17.214 1 .000 -2.018 -.723[choiceasc = 2] .312 .322 .941 1 .332 -.319 .944Locationsim .188 .462 .166 1 .684 -.717 1.093cat1 -.078 .451 .030 1 .863 -.962 .807cat2 -.326 .450 .524 1 .469 -1.208 .556cat3 -.687 .451 2.324 1 .127 -1.571 .196cat4 .513 .461 1.236 1 .266 -.391 1.417cat5 -.334 .450 .550 1 .458 -1.216 .548cat6 -.673 .451 2.233 1 .135 -1.557 .210simcat1 .723 .663 1.191 1 .275 -.576 2.022simcat2 1.660 .696 5.697 1 .017 .297 3.024simcat3 1.019 .655 2.422 1 .120 -.264 2.302simcat4 .639 .691 .855 1 .355 -.715 1.992simcat5 1.552 .688 5.084 1 .024 .203 2.900simcat6 .495 .647 .584 1 .445 -.774 1.763Link function: Logit.Category simcoeff oddsratio1 0.911 0.40212 1.848 0.15763 1.207 0.29914 0.827 0.43745 1.74 0.17556 0.683 0.50517 0.188 0.8286Odds ratio = e-simcoeffFitted Probabilities:Observed ProbabilitiesSequential Cat1 Cat2 Cat3 Cat4 Cat5 Cat6 Cat7Low 0.265 0.235 0.412 0.206 0.206 0.353 0.147Medium 0.294 0.441 0.235 0.206 0.500 0.353 0.471High 0.441 0.324 0.353 0.588 0.294 0.294 0.382Simultaneous Cat1 Cat2 Cat3 Cat4 Cat5 Cat6 Cat7Low 0.121 0.000 0.061 0.030 0.091 0.242 0.125Medium 0.242 0.242 0.424 0.242 0.152 0.303 0.438High 0.636 0.758 0.515 0.727 0.758 0.455


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UF STA 6127 - Main Effects

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