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An extended class of minimax generalized Bayes estimators of regression coefficients
Authors:Yuzo Maruyama  William E Strawderman  
Institution:aUniversity of Tokyo, Japan;bRutgers University, United States
Abstract:We derive minimax generalized Bayes estimators of regression coefficients in the general linear model with spherically symmetric errors under invariant quadratic loss for the case of unknown scale. The class of estimators generalizes the class considered in Maruyama and Strawderman Y. Maruyama, W.E. Strawderman, A new class of generalized Bayes minimax ridge regression estimators, Ann. Statist., 33 (2005) 1753–1770] to include non-monotone shrinkage functions.
Keywords:Regression  Minimaxity  Shrinkage estimators  Generalized Bayes estimators  Invariant loss  Unknown variance  Hypergeometric function
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