The Market Timing Skills of Long/Short Equity Hedge Fund Managers

Xin Li, H. Shawky
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引用次数: 4

Abstract

Good market timing skills can be an important factor contributing to hedge funds' out-performance. In this paper we use a unique semi-parametric panel data model capable of providing consistent short period estimates of the return correlations with three market factors for a sample of Long/Short equity hedge funds. We find evidence of significant market timing ability by fund managers around market crisis periods. Studying the behavior of individual fund managers, we show that at the 10% significance level, 17.12% of funds exhibit good linear timing skills and 21.32% of funds possess some level of good nonlinear market timing skills. Further, we find that market timing strategies of hedge funds are different in good and bad markets, and that a significant number of managers behave more conservatively when the market return is expected to be far above average and more aggressively when the market return is expected to be far below average. We find that good market timers are also likely to possess good stock selection skills.
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多/空股票对冲基金经理的市场择时技巧
良好的市场择时技巧可能是对冲基金表现优异的一个重要因素。在本文中,我们使用一种独特的半参数面板数据模型,能够为多/空股票对冲基金样本提供与三个市场因素的收益相关性的一致短期估计。我们发现,在市场危机时期,基金经理具有显著的市场择时能力。通过对基金经理个人行为的研究,我们发现在10%显著性水平下,17.12%的基金表现出良好的线性择时技巧,21.32%的基金表现出一定程度的良好的非线性择时技巧。此外,我们发现对冲基金的市场时机策略在好市场和坏市场中是不同的,当市场回报预期远高于平均水平时,相当多的基金经理表现得更保守,而当市场回报预期远低于平均水平时,基金经理表现得更激进。我们发现,优秀的市场计时器也可能拥有良好的选股技能。
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