volatility models results in superior out-of-sample risk forecasts, compared to forecasts from existing models and more … volatilities. A utility-based framework designed to evaluate the economic gains from risk modeling highlights the interplay between … parsimony of model specification, transaction costs, and speed of trading in the practical implementation of the different risk …