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A General Approach to the Estimation of Variance Components

A General Approach to the Estimation of Variance Components

A general method of estimation of variance components in random-effects models of the nested and/or classification type is considered. If a given parameter is estimable with respect to some particular experimental design (i.e., an unbiased estimate of the parameter may be obtained from the experiment), then the suggested estimator may …