A Lower Bound on the Bayesian MSE Based on the Optimal Bias Function

Zvika Ben-Haim, Yonina C. Eldar

A lower bound on the minimum mean-squared error (MSE) in a Bayesian estimation problem is proposed in this paper. This bound utilizes a well-known connection to the deterministic e…