Risk Parity is Not Short Volatility (Not That There's Anything Wrong with Short Volatility)

Benjamin Hood, J. Huss, R. Israelov, Matthew J. Klein
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引用次数: 1

Abstract

There have been increasingly frequent claims that risk parity strategies are hiding an implicit short volatility exposure or behave as though they are short volatility. In order to test the veracity of these claims, we simulate stylized versions of three-asset-class (equity, fixed income, and commodities) risk parity and short volatility strategies, and we compare the trading behavior and returns of each. We conclude that the two strategies’ similarities are overstated, and we find no empirical evidence to support the claimed hidden exposure. Even with conservative assumptions designed to heighten the similarity of the two strategies, their trades are uncorrelated (or even slightly negative correlated) at almost any horizon. Though their returns are moderately correlated, the correlation is explained by common exposure to equities and bonds, not by common exposure to gamma or other forms of convexity. Controlling for these static underlying exposures, we find that the returns of the two strategies are almost orthogonal, with short volatility explaining less than one percent of the total variance of risk parity returns. We extend our analysis to consider equity and fixed income asset classes in isolation, where we observe very similar results.
风险平价不是做空波动性(并不是说做空波动性有什么错)
越来越多的人声称,风险平价策略隐藏了隐性的做空波动性敞口,或者表现得好像是做空波动性。为了检验这些说法的真实性,我们模拟了三种资产类别(股票、固定收益和大宗商品)风险平价和短期波动性策略的程式化版本,并比较了每种策略的交易行为和回报。我们的结论是,这两种策略的相似之处被夸大了,我们没有发现任何经验证据来支持所谓的隐藏风险。即使采用旨在提高两种策略相似性的保守假设,他们的交易在几乎任何视界上都是不相关的(甚至是轻微的负相关)。虽然他们的回报是适度相关的,但这种相关性是通过对股票和债券的共同投资来解释的,而不是通过对gamma或其他形式的凸性的共同投资来解释的。控制这些静态潜在风险敞口,我们发现这两种策略的回报几乎是正交的,短波动率解释了不到1%的风险平价回报总方差。我们将分析扩展到单独考虑股票和固定收益资产类别,我们观察到非常相似的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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