E-Backtesting Expected Shortfall without Value-at-Risk Forecasts under Time-series Models

Ruodu Wang, Jingcheng Yu

Expected Shortfall (ES) measures the average size of tail losses. Its sequential backtests typically also require a Value-at-Risk (VaR) forecast. We develop two e-backtesting metho…