Linear Mixed Models for Longitudinal Data
1st ed. 2000. 2nd printing 2009
Book Details
Format
Paperback / Softback
Book Series
Springer Series in Statistics
ISBN-10
1441902996
ISBN-13
9781441902993
Edition
1st ed. 2000. 2nd printing 2009
Publisher
Springer-Verlag New York Inc.
Imprint
Springer-Verlag New York Inc.
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Apr 28th, 2009
Print length
570 Pages
Weight
872 grams
Dimensions
23.40 x 15.50 x 3.30 cms
Product Classification:
Probability & statisticsProbability and statisticsStochastics
Ksh 21,600.00
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This paperback edition is a reprint of the 2000 edition. This book provides a comprehensive treatment of linear mixed models for continuous longitudinal data. Several variations to the conventional linear mixed model are discussed (a heterogeity model, conditional linear mixed models).
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.
Most analyses were done with the MIXED procedure of the SAS software package, but the data analyses are presented in a software-independent fashion.
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