Generalized Linear Mixed Models

This monograph is a fairly accurate account of the lectures the author gave at the CBMS conference with a bit of updating, especially in the bibliographic notes sections that follow each of the later chapters. Compared to the author’s other books, this monograph has much more of a research focus. This monograph is written assuming familiarity with linear models and matrix algebra and some exposure to mixed models and logistic regression. References are given to more standard texts that cover some of the basic material in more depth.