Forecasting the performance of hedge fund styles

► This article predicts the relative performance of directional hedge fund styles. ► We apply time-varying conditional stochastic dominance tests. ► Our tests predict a superior performance of the Global Macro style. ► We also find out which factors have predictive power for the density of returns.