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Variance Components (Searle)

 
 Author(s)  Shayle R. Searle, George Casella, Charles E. McCulloch
 Title  Variance Components
 Edition  
 Year  2006
 Publisher  John Wiley & Sons, Inc.
 ISBN  0-470-00959-4
 Website  www.wiley.com
 book link
 




Table of Contents


History and Comment.

The 1-Way Classification.

Balanced Data.

Analysis of Variance Estimation for Unbalanced Data.

Maximum Likelihood (ML) and Restricted Maximum Likelihood (REML).

Prediction of Random Variables.

Computing ML and REML Estimates.

Hierarchical Models and Bayesian Estimation.

Binary and Discrete Data.

Other Procedures.

The Dispersion-Mean Model.

Appendices.

References.

List of Tables and Figures.

Indexes.




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