ABSTRACT

Multivariate Generalized Linear Mixed Models Using R presents robust and methodologically sound models for analyzing large and complex data sets, enabling readers to answer increasingly complex research questions. The book applies the principles of modeling to longitudinal data from panel and related studies via the Sabre software package in R.A Un

chapter 1|8 pages

Introduction

chapter 4|6 pages

Family of generalized linear models

chapter 6|10 pages

Mixed models for binary data

chapter 7|8 pages

Mixed models for ordinal data

chapter 8|6 pages

Mixed models for count data

chapter 10|10 pages

Three-level generalized linear models

chapter 11|20 pages

Models for multivariate data

chapter 12|22 pages

Models for duration and event history data

chapter 13|12 pages

Stayers, non-susceptibles and endpoints