Seeking Alpha, Getting Beta: A Comparison of Mutual and Hedge Fund Performance, Style Attribution and Active Management Fees

William R. McCumber
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引用次数: 3

Abstract

Utilizing several models and regression analytics I compare factor attribution, strategies, and active management fees for 11,394 U.S. equity mutual funds and a matched sample of hedge funds from 1994 to 2010. There is modest evidence to support alpha delivery by mutual and hedge fund managers though this critically depends upon model specification. Quantile regression analysis with a robust bootstrap procedure demonstrates that typical regressions at the means do not adequately describe manager skill and factor attribution, and that these findings are not driven by the short-sample problem or backfill bias. Specifically, manager skill is demonstrably different at the 20th and 80th percentiles. Hedge funds are more actively managed than mutual funds, and thus investors pay similar fees to mutual funds and hedge funds for active management services even when taking hedge fund performance fees into consideration.
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寻求阿尔法,获得贝塔:共同基金和对冲基金业绩、风格归因和主动管理费用的比较
利用几个模型和回归分析,我比较了从1994年到2010年11,394个美国股票共同基金和匹配的对冲基金样本的因素归因、策略和积极管理费用。有适度的证据支持共同基金和对冲基金经理的alpha交付,尽管这在很大程度上取决于模型规格。采用稳健的自举程序的分位数回归分析表明,典型的均值回归并不能充分描述经理技能和因素归因,并且这些发现不是由短样本问题或回填偏差驱动的。具体来说,管理者的技能在第20和第80百分位数上明显不同。对冲基金的管理比共同基金更积极,因此即使考虑到对冲基金的业绩费,投资者也要向共同基金和对冲基金支付类似的积极管理服务费用。
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