Estimation of variance components and applications
著者
書誌事項
Estimation of variance components and applications
（North-Holland series in statistics and probability, v. 3）
North-Holland , Sole distributors for the U.S.A. and Canada, Elsevier Science Pub. Co., 1988
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注記
Bibliography: p. [351]-361
Includes index
内容説明・目次
内容説明
Estimation of variance components arises in many fields of applied research, for instance in multistage sampling in sample surveys, in determining variation due to different causes in industrial production, and in animal and plant breeding in genetics. In this volume, a systematic and unified method is developed for the estimation of variance components.
目次
Matrix Algebra. Asymptotic Distribution of Quadratic Statistics. Variance and Covariance Components Models. Identifiability and Estimability. Minimum Norm Quadratic Estimation. Pooling of Information for Estimation. Uniform Optimality of MINQE's. Computation of MINQE's for Variance-Covariance Components Models. Iterated MINQE and MLE. 1 symptotic Properties of Estimators. Minimum Variance Quadratic Estimation. Applications to Selection Problems. References. Indexes.
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