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Mean squared error efficient estimators of the variance components
Authors:K. R. Lee  Prof. C. H. Kapadia
Affiliation:(1) Eastman Chemicals Company, 37662 Kingsport, Tennessee;(2) Dept. of Statistical Science, Southern Methodist University, 75275 Dallas, Texas, USA
Abstract:Summary Pseudo Bayesian estimators for the variance components based on Jeffrey’s Rule are derived for the mixed balanced incomplete block design and are compared with the usual analysis of variance estimators in terms of mean squared error (MSE) efficiency. Numerical results show that Pseudo-Bayesian estimators are more efficient in numerical results.
Keywords:Pseudo-Bayesian  Incomplete Block  Jeffrey’  s Rule
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