Description

Book Synopsis
This volume is written on the subject of the summarizing of the variability of statistical data known as the analysis of variance table. Penned in a readable style, it provides an up-to-date treatment of research in the area.

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.

Variance Components

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    A Paperback / softback by Shayle R. Searle, George Casella, Charles E. McCulloch

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      Book details

      Publisher John Wiley & Sons Inc
      Published 4 April 2006
      ISBN-13 9780470009598
      978-0470009598
      ISBN-10 0470009594
      Also in:
      Mathematics

      Description

      Book Synopsis
      This volume is written on the subject of the summarizing of the variability of statistical data known as the analysis of variance table. Penned in a readable style, it provides an up-to-date treatment of research in the area.

      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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