Estimating hedged portfolio value-at-risk using the conditional copula: An illustration of model risk

► This paper illustrates the potential model risk in estimating HPVaR. ► The results show that HPVaR can be improved by using the conditional copulas. ► Backtesting diagnostics indicate that the copula-based HPVaR outperforms. ► The risk management models should apply a smaller nominal coverage rate.