Concentration bounds for CVaR estimation: The cases of light-tailed and heavy-tailed distributions

Prashanth L. A., Krishna P. Jagannathan, Ravi Kumar Kolla

Abstract: Conditional Value-at-Risk (CVaR) is a widely used risk metric in applications such as finance. We derive concentration bounds for CVaR estimates, considering separately the cases of sub-Gaussian, l...