James G. Booth, James P. Hobert, Maximizing Generalized Linear Mixed Model Likelihoods with an Automated Monte Carlo EM Algorithm, Journal of the Royal Statistical Society. Series B (Statistical ...

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 ...

Linear mixed model (LMM) methodology is a powerful technology to analyze models containing both the fixed and random effects. The model was first proposed to estimate genetic parameters for ...