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Variance components. (English) Zbl 0850.62007
Wiley Series in Probability and Mathematical Statistics. Applied Probability and Statistics. New York, NY: Wiley. xxiii, 501 p. (1992).
Publisher’s description: This book presents broad coverage of variance components estimation and mixed models. Its broad array of topics will apeal to research workers, students and to anyone interested in the use of mixed models and variance components for statistically analyzing data. The book will serve as a reference for a wide spectrum of topics for practising statisticians. Contents: Introduction; 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; Indices.

MSC:
62-01 Introductory exposition (textbooks, tutorial papers, etc.) pertaining to statistics
62J10 Analysis of variance and covariance (ANOVA)
62P99 Applications of statistics
92-01 Introductory exposition (textbooks, tutorial papers, etc.) pertaining to biology
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