Estimation error in a covariance matrix distorts optimized portfolios, and the effect is pronounced when the number of securities p exceeds the number of observations n.

In the HL regime where p >> n, we show that a material component of the distortion can be attributed to optimization biases that correspond to the constraints used to construct the portfolio.

Using Multiple Anchor Point...