estimators of market risk. Despite advances in the theory and practice of evaluating risk, existing measures are notoriously poor … predictors of loss in high-quantile events. To extend the research concerned with modeling extreme value events, we utilize … extreme value theory (EVT) to propose a multivariate estimation procedure for value-at-risk (VaR) and expected shortfall (ES …