The instability of downside risk measures
The instability of downside risk measures
We study the feasibility and noise sensitivity of portfolio optimization under some downside risk measures (Value-at-Risk, Expected Shortfall, and semivariance) when they are estimated by fitting a parametric distribution on a finite sample of asset returns.We find that the existence of the optimum is a probabilistic issue, depending on the …