Necessary and sufficient conditions for posterior propriety for generalized linear mixed models

Yalin Rao, Vivekananda Roy

Generalized linear mixed models (GLMMs) are commonly used to analyze correlated discrete or continuous response data. In Bayesian GLMMs, the often-used improper priors may yield un…