This paper evaluates hedge fund performance through portfolio strategies that incorporate predictability based on macroeconomic variables. Incorporating predictability substantially improves out-of-sample performance for the entire universe of hedge funds as well as for various investment styles. While we also allow for predictability in fund risk loadings and benchmark returns, the major source of investment profitability is predictability in managerial skills. In particular, long-only strategies that incorporate predictability in managerial skills outperform their Fung and Hsieh (2004) benchmarks by over 17% per year. The economic value of predictability obtains for different rebalancing horizons and alternative benchmark models. It is also robust to adjustments for backfill bias, incubation bias, illiquidity, fund termination, and style composition.
Hedge funds, Predictability, Managerial skills, Macroeconomic variables
Finance and Financial Management | Portfolio and Security Analysis
Journal of Financial Economics
Avramov, Doron; Kosowski, Robert; Naik, Narayan Y.; and Teo, Melvyn.
Hedge Funds, Managerial Skill, and Macroeconomic Variables. (2011). Journal of Financial Economics. 99, (3), 672-692. Research Collection Lee Kong Chian School Of Business.
Available at: http://ink.library.smu.edu.sg/lkcsb_research/1867