chapter 1 Description of Motivating Examples -- chapter 2 Regression Models for Longitudinal Data -- chapter 3 Methods of Bayesian Inference -- chapter 4 Worked Examples using Complete Data -- chapter 5 Missing Data Mechanisms and Longitudinal Data -- chapter 6 Inference about Full-Data Parameters under Ignorability -- chapter 7 Case Studies: Ignorable Missingness -- chapter 8 Models for Handling Nonignorable Missingness -- chapter 9 Informative Priors and Sensitivity Analysis -- chapter 10 Case Studies: Nonignorable Missingness.