Asymptotic Results for Penalized Quasi-Likelihood Estimation in Generalized Linear Mixed Models

Xu Ning, Francis Hui, Alan Welsh

Generalized Linear Mixed Models (GLMMs) are widely used for analysing clustered data. One well-established method of overcoming the integral in the marginal likelihood function for…