Abstract
We consider a normal model with known diagonal covariance matrix and a vector of means constrained to belong to a polyhedral cone. The standard estimatorsX (unrestricted MLE) andX * (restricted MLE) are compared for estimation of several components of the parameter simultaneously. We show thatX * is preferred toX under several conditions.
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