Linear and Generalized Linear Mixed Models and Their Applications - Springer Series in Statistics 2nd ed. 2021 edition

This book covers two major classes of mixed effects models, linear mixed models and generalized linear mixed models. Furthermore, it includes recently developed methods, such as mixed model diagnostics, mixed model selection, and jackknife method in the context of mixed models.