On Improved Loss Estimation for Shrinkage Estimators

Dominique Fourdrinier, Martin T. Wells

Let $X$ be a random vector with distribution $P_{\theta }$ where $\theta$ is an unknown parameter. When estimating $\theta$ by some estimator $\phi (X)$ under a loss function $L(\theta ,\phi )$, classical decisio…