Backtesting Expected Shortfall: Accounting for both duration and severity with bivariate orthogonal polynomials

Sullivan Hué, Christophe Hurlin, Yang Lu

We propose an original two-part, duration-severity approach for backtesting Expected Shortfall (ES). While Probability Integral Transform (PIT) based ES backtests have gained popul…