Unbiased Risk Estimation in the Normal Means Problem via Coupled Bootstrap Techniques

Natalia L. Oliveira, Jing Lei, Ryan J. Tibshirani

We develop a new approach for estimating the risk of an arbitrary estimator of the mean vector in the classical normal means problem. The key idea is to generate two auxiliary data…