Bibliograph

Variance components, Shayle R. Searle ; George Casella ; Charles E. McCulloch

Type

Label

Variance components, Shayle R. Searle ; George Casella ; Charles E. McCulloch

Language

eng

Bibliography note

Includes bibliographical references and index

Index

no index present

Literary Form

non fiction

Main title

Variance components

Oclc number

255375371

Responsibility statement

Shayle R. Searle ; George Casella ; Charles E. McCulloch

Series statement

Wiley series in probability and mathematical statistics, Applied probability and statistics

Summary

This book focuses on summarizing 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. The book begins with the history of analysis of variance and continues with discussions of balanced data, analysis of variance for unbalanced data, predictions of random variables, hierarchical models and Bayesian estimation, binary and discrete data, and the dispersion mean model.--, Provided by Publisher

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

Contributor

Creator