Empirical Bayes estimation and its superiority for two-way classification model.

DOI10.1016/S0167-7152(03)00079-8zbMath1116.62306OpenAlexW1973839238MaRDI QIDQ1423198

Jiahua Chen, Lai-Sheng Wei

Publication date: 14 February 2004

Published in: Statistics \& Probability Letters (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/s0167-7152(03)00079-8

zbMATH Keywords

Bayes estimatorcriterionEmpirical Bayes estimatorMean squared error matrixTwo-way classification model

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Estimation in survival analysis and censored data (62N02) Empirical decision procedures; empirical Bayes procedures (62C12)

Related Items (6)

Empirical Bayes decision rule for classification on defective items in Weibull distribution ⋮ Superiority of empirical Bayes estimation of error variance in linear model ⋮ The superiority of empirical Bayes estimator of parameters in linear model ⋮ A Bayes Empirical Bayes Decision Rule for Classification ⋮ Bayes Empirical Bayes Classification of Components Using Masked Data ⋮ The Superiorities of Empirical Bayes Estimation of Variance Components in Random Effects Model

Cites Work

• Statistical decision theory and Bayesian analysis. 2nd ed
• Empirical Bayes estimation in a multiple linear regression model
• Mean square error matrix superiority of empirical Bayes estimators under misspecification
• Parametric Empirical Bayes Inference: Theory and Applications
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