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