High-dimensionality effects in the Markowitz problem and other quadratic programs with linear constraints: Risk underestimation

Noureddine El Karoui

We first study the properties of solutions of quadratic programs with linear equality constraints whose parameters are estimated from data in the high-dimensional setting where p,…