Nonparametric estimation of conditional value-at-risk and expected shortfall based on extreme value theory

Carlos Martins-Filho, Feng Yao, Maximo Torero

We propose nonparametric estimators for conditional value-at-risk (CVaR) and conditional expected shortfall (CES) associated with conditional distributions of a series of returns o…