Honey, I Shrunk the Sample Covariance Matrix
Honey, I Shrunk the Sample Covariance Matrix
The central message of this paper is that nobody should be using the sample covariance matrix for the purpose of portfolio optimization. It contains estimation error of the kind most likely to perturb a mean-variance optimizer. In its place, we suggest using the matrix obtained from the sample covariance matrix …