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Linear Mixed Models for Longitudinal Data - Geert Verbeke,Geert Molenberghs

Anglų
2000-06-16
177,86 € 237,14 €

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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 i ... Visas aprašymas

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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.

Daugiau informacijos

Autorius Geert Verbeke, Geert Molenberghs
Leidėjas Springer New York
Series Springer Series in Statistics
Išleidimo metai 2000
Viršelio tipas Minkšti viršeliai
EAN 9780387950273
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177,86 € 237,14 €