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3). After getting results from Mcmcglmm, I noticed that MCMCglmm in stat-jr estimates the multinomial logit keeping the effect of the independent variable constrained across response categories. Is there a way to have the effect of the independent variable be unconstrained across responses in the 2...

Hi mapquest driving directions To specify this correctly, you need to nest the "household" random intercept within the "region" random intercept. You can modify your model formula as follows: model <- log(death) ~ 1 + gender + education + parentdeath + offset(log(personyears)) + ...