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 ...

Estimation for the composite link GLMM is described, as well as an alternative to the GLMM in which random effects are incorporated as linear components on the same scale as the response. This model ...