Statistical Learning of Value-at-Risk and Expected Shortfall

D Barrera, S Crépey, E Gobet +2

We propose a non-asymptotic convergence analysis of a two-step approach to learn a conditional value-at-risk (VaR) and a conditional expected shortfall (ES) using Rademacher bounds…