Linear Mixed Models for Longitudinal Data

Know about the book -

Linear Mixed Models for Longitudinal Data is written by Geert Verbeke and published by Springer. It's available with International Standard Book Number or ISBN identification 1441903615 (ISBN 10) and 9781441903617 (ISBN 13).

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. Most analyses were done with the MIXED procedure of the SAS software package, but the data analyses are presented in a software-independent fashion.