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Empirical Bayes estimation of gene-specific effects in micro-array research

✍ Scribed by Jode W. Edwards; Grier P. Page; Gary Gadbury; Moonseong Heo; Tsuyoshi Kayo; Richard Weindruch; David B. Allison


Book ID
106283248
Publisher
Springer-Verlag
Year
2004
Tongue
English
Weight
149 KB
Volume
5
Category
Article
ISSN
1438-793X

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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