IMPROVEMENT OF MULTIVARIATE STATISTICS BY LINEAR TRANSFORMS

Abstract

Theoretical results about comparison of multivariate estimators
and a general linear transform of the same vis~a~vis the mean square error criterion are given. Two theorems on admissibility of linear transforms of estimators are introduced. Applications of the theoretical results are demonstrated by considering two linear transforms of the unbiased estimator of the coefficients of the multiple linear regression model.