English Abstract: Armed with the copula distribution function that describes the asymmetric tail dependence, and the … marginal distributions that capture the fat-tailed behavior, we estimate risk measures such as the Value-at-Risk and expected … shortfall and evaluate whether those from the Gaussian copula function underestimate or overestimate true risk measures. We also …