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Superiority of empirical Bayes estimation of error variance in linear model

โœ Scribed by Chen, Ling; Wei, Laisheng

Book ID
113083691
Publisher
Higher Education Press and Springer
Year
2012
Tongue
English
Weight
202 KB
Volume
7
Category
Article
ISSN
1673-3452

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โœ Laisheng Wei; Xiao Ding ๐Ÿ“‚ Article ๐Ÿ“… 2004 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 319 KB

In this paper, Bayes estimators of variance components are derived for the one-way random e ects model, and empirical Bayes (EB) estimators are constructed by the kernel estimation method of a multivariate density and its mixed partial derivatives. It is shown that the EB estimators are asymptotical