ENGLISH

Linear Mixed Models for Longitudinal Data

By Geert Verbeke , Geert Molenberghs

Book information

Publisher
Springer
Year
2000
ISBN
0387950273, 9780387950273
Open Library ID
OL18140670M
Language
english
Format
PDF
Filesize
22 MB (23445200 bytes)
Edition
Corrected
Pages
579\579
Time added
2011-06-04 13:46:07

Description

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.

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