An improvement of James-Stein estimator under the balanced loss function
作者
In‐Bong Choi,Hoh-Yoo Baek,Jeong-Mi Lee
出处
期刊:Journal of the Korean Data & Information Science Society [Korean Data and Information Science Society] 日期:2023-09-30卷期号:34 (5): 837-854
标识
DOI:10.7465/jkdi.2023.34.5.837
摘要
In this paper we are dealing with the shrinkage estimators of a multivariate normal mean and their minimaxity properties under the balanced loss function. This paper is presented here two different classes of estimator. First, we generalize the James-Stein estimator and show that any estimator of this class dominates the usual estimator. Second, we can also show that it dominates the James-Stein estimator and conclude that any estimator of this class is minimax.