Longitudinal studies of a binary outcome are common in the health, social, and behavioral sciences. In general, a feature of random effects logistic regression models for longitudinal binary data is ...

This paper investigates the properties of the posterior distribution for a generalized linear mixed model (GLMM) using an improper uniform prior for the regression parameters. Necessary and sufficient ...