Code: 02181708

Linear Mixed Models for Longitudinal Data

Name: Linear Mixed Models for Longitudinal Data
Brand: Springer, Berlin
SKU: 02181708
Price: 147.25 EUR
Availability: InStock
Author: Geert Verbeke
ISBN: 9781475773842

by Geert Verbeke, Geert Molenberghs

Language: English
Binding: Paperback
Number of pages: 568
Publisher: Springer, Berlin, 2013
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Book synopsis

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.