This article documents a decline in aggregate hedge fund performance over the past decade. We tested whether set of prediction models can select subsets individual funds that buck trend and subsequently outperform. Two predictors reliably picked lowered volatility raised Sharpe ratio multi-asset-class portfolio relative to stock/bond full 1997–2016 sample. Hedge allocations reduced two subperio...