Linear Mixed Models for Longitudinal Data

by Geert Molenberghs and Geert Verbeke

Book Overview

This book provides a comprehensive treatment of linear mixed models for continuous longitudinal data. Next to model formulation, this edition puts major emphasis on exploratory data analysis for all aspects of the model, such as the marginal model, subject-specific profiles, and residual covariance structure. Further, model diagnostics and missing data receive extensive treatment. Sensitivity analysis for incomplete data is given a prominent place.
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• Format: Hardcover
• Language: English
• ISBN: 0387950273
• ISBN13: 9780387950273
• Release Date: June 2000
• Publisher: Springer
• Length: 568 Pages
• Weight: 2.10 lbs.
• Dimensions: 1.3" x 6.4" x 9.6"