Linear and Generalized Linear Mixed Models and Their Applications by Jiming Jiang
English | PDF | 2007 | 269 Pages | ISBN : 0387479414 | 2.07 MB
This book covers two major classes of mixed effects models, linear mixed models and generalized linear mixed models, and it presents an up-to-date account of theory and methods in analysis of these models as well as their applications in various fields. The book offers a systematic approach to inference about non-Gaussian linear mixed models. Furthermore, it has included recently developed methods, such as mixed model diagnostics, mixed model selection, and jackknife method in the context of mixed models.