Shrinkage MMSE estimators of covariances beyond the zero-mean and stationary variance assumptions

Olivier Flasseur, Eric Thiébaut, Loïc Denis +1

We tackle covariance estimation in low-sample scenarios, employing a structured covariance matrix with shrinkage methods. These involve convexly combining a low-bias/high-variance…