Linear Mixed Models for Longitudinal Data, Paperback / softback Book

Linear Mixed Models for Longitudinal Data Paperback / softback

Part of the Springer Series in Statistics series

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.

Information

  • Format: Paperback / softback
  • Pages: 570 pages, 128 Illustrations, black and white; XXII, 570 p. 128 illus.
  • Publisher: Springer-Verlag New York Inc.
  • Publication Date:
  • Category: Probability & statistics
  • ISBN: 9781441902993

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