Linear Mixed Models for Longitudinal Data

Linear Mixed Models for Longitudinal Data

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.
年:
2000
出版:
Corrected
出版社:
Springer
语言:
english
页:
579
ISBN 10:
0387950273
ISBN 13:
9780387950273
文件:
PDF, 22.36 MB
IPFS:
CID , CID Blake2b
english, 2000
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