Shrinkage estimation of covariance matrix for portfolio choice with high frequency data

Cheng Liu, Ningning Xia, Jun Yu

This paper examines the usefulness of high frequency data in estimating the covariance matrix for portfolio choice when the portfolio size is large. A computationally convenient no…