Variance Components / Wiley Series in Probability and Statistics (PDF)

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". . .Variance Components is an excellent book. It is
organized and well written, and provides many references to a
variety of topics. I recommend it to anyone with interest in linear
models."

--Journal of the American Statistical
Association

"This book provides a broad coverage of methods for estimating
variance components which appeal to students and research workers .
. . The authors make an outstanding contribution to teaching and
research in the field of variance component estimation."

--Mathematical Reviews

"The authors have done an excellent job in collecting materials
on a broad range of topics. Readers will indeed gain from using
this book . . . I must say that the authors have done a commendable
job in their scholarly presentation."

--Technometrics

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.