The Generalized Linear Mixed Model Leading Terms

Generalized linear mixed models (GLMMs) combine linear mixed models and generalized linear models. Despite their widespread use, there’s limited asymptotic theory for their maximum likelihood estimators. This talk discusses new results on GLMM leading terms, influencing statistical inference and study design.