Title of article :
An extended class of minimax generalized Bayes estimators of regression coefficients
Author/Authors :
Maruyama، نويسنده , , Yuzo and Strawderman، نويسنده , , William E.، نويسنده ,
Issue Information :
دوفصلنامه با شماره پیاپی سال 2009
Pages :
12
From page :
2155
To page :
2166
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 :
Shrinkage estimators , Generalized Bayes estimators , Invariant loss , hypergeometric function , Minimaxity , Unknown variance , Regression
Journal title :
Journal of Multivariate Analysis
Serial Year :
2009
Journal title :
Journal of Multivariate Analysis
Record number :
1565254
Link To Document :
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