Summary (generalized linear mixed models)

Though the −2 log-likelihood based criteria were not available for use in choosing between models, there is other evidence to support the choice of the model with after_t as a random fixed for making inference regarding the fixed effect estimates. This also shows that the significance and interpretability of fixed effects can depend on the random effects structure; thus selection of random effects is as important as selection of fixed effects.