Cluster-Seeking James-Stein Estimators

K. Pavan Srinath, Ramji Venkataramanan

This paper considers the problem of estimating a high-dimensional vector of parameters $\mathbf{\theta }\in {\mathbb{R}}^n$ from a noisy observation. The noise vector is i.i.d. Gaussian…