English Abstract: Armed with the copula distribution function that describes the asymmetric tail dependence, and the … investigate the impact of asymmetric tail dependence between the portfolio returns on the out-of-sample predictability of the … the benchmark model underestimate the levels of risk regardless of the measures of dependence. We use the out …