Linear Mixed Models for Longitudinal Data

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Science (General)
Linear Mixed Models for Longitudinal...

Linear Mixed Models for Longitudinal Data

Name: Linear Mixed Models for Longitudinal Data
ISBN: 9780387950273

Geert Verbeke, Geert Molenberghs

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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.

Kategorie:

Science (General)

Rok:

2000

Wydanie:

Corrected

Wydawnictwo:

Springer

Język:

english

Strony:

579