This article applies Danielsson and De Vries (1997) algorithm and parametric estimation methods to calculate the value-at-risk based upon the extreme distribution of Ibovespa and Industrial MSCI indexes. It shows that out of sample forecasts of both methods are better than using Normal distribution. The article suggest integrating both methods to calculate the value-at-risk in normal and extreme conditions.
extreme value theory; VaR
