Before revision:  I construct the dominating estimator by a variant of James-Stein  shrinkage in a first-stage high-dimensional Normal-means problem followed by a control-function approach in the second stage ;
After revision:  I construct the dominating estimator by a variant of James-Stein type shrinkage in a first-stage high-dimensional Normal-means problem followed by a control-function approach in the second stage ;