The Evolving Beta-Liquidity Relationship of Hedge Funds

Arjen Siegmann, D. Stefanova
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引用次数: 8

Abstract

Using an optimal changepoint approach, we find a structural change in the relation between hedge funds’ stock market exposure and aggregate stock market liquidity that takes place in the period 2000 to 2002. Before the structural break, market betas have no relation to liquidity and only a few style categories of hedge funds show increased market presence when liquidity is low. After the break, the relationship is inverted, pointing towards an increased liquidity timing ability of hedge funds, as users of liquidity. We relate our findings to best execution rules and decimalization in the US stock market that were introduced in that period and impacted aggregate liquidity conditions. Furthermore, the returns to a momentum strategy display a similar structural break and momentum-loading funds constitute a sizeable proportion of hedge funds that manifest a distinct beta-liquidity evolution with a structural break in that period.
对冲基金β -流动性关系的演化
利用最优变点方法,我们发现对冲基金的股票市场敞口与股票市场总流动性之间的关系在2000年至2002年期间发生了结构性变化。在结构性突破之前,市场贝塔系数与流动性无关,只有少数风格类别的对冲基金在流动性较低时表现出增加的市场存在。突破后,这种关系倒转,表明对冲基金作为流动性的使用者,其选择流动性时机的能力有所提高。我们将我们的发现与美国股票市场的最佳执行规则和十进制联系起来,这些规则和十进制是在那个时期引入的,并影响了总流动性状况。此外,动量策略的回报表现出类似的结构性断裂,动量负载型基金构成了相当大比例的对冲基金,它们在这一时期表现出明显的贝塔流动性演变,并出现结构性断裂。
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