Models for Discrete Longitudinal Data

by Geert Molenberghs and Geert Verbeke

Book Overview

Introduction.- Motivating Studies.- Generalized Linear Models.- Linear Mixed Models for Gaussian Longitudinal Data.- Model Families.- The Strength of Marginal Models.- Likelihood-based Models.- Generalized Estimating Equations.- Pseudo-likelihood.- Fitting Marginal Models with SAS.- Conditional Models.- Pseudo-likehood.- From Subject-Specific to Random-Effects Models.- Generalized Linear Mixed Models (GLMM).- Fitting Generalized Linear Mixed Models...

• Format: Paperback
• Language: English
• ISBN: 1441920439
• ISBN13: 9781441920430
• Release Date: December 2010
• Publisher: Springer
• Length: 687 Pages
• Weight: 2.16 lbs.
• Dimensions: 1.7" x 6.0" x 9.0"