The Price-Leverage Covariation as a Measure of the Response of the Leverage Effect To Price and Volatility Changes

Giacomo Toscano
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Abstract

We study the sensitivity of the leverage effect to changes in the volatility and the price, showing the existence of an analytical link between the latter and the price-leverage covariation in settings with, respectively, stochastic and level-dependent volatility. From the financial standpoint, the results we obtain allow for the interpretation of the price-leverage covariation as a gauge of the responsiveness of the leverage effect to price and volatility changes. The empirical study of S&P500 high-frequency prices over the period March, 2018-April, 2018, carried out by means of non-parametric Fourier estimators, supports this interpretation of the role of the price-leverage covariation.
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价格-杠杆协变作为杠杆效应对价格和波动率变化响应的测度
我们研究了杠杆效应对波动率和价格变化的敏感性,表明在随机波动率和水平相关波动率的情况下,波动率和价格-杠杆协变之间存在分析联系。从金融角度来看,我们获得的结果允许将价格-杠杆协变解释为杠杆效应对价格和波动性变化的响应性的衡量标准。通过对2018年3月至2018年4月期间标普500高频价格的非参数傅里叶估计进行的实证研究,支持了对价格-杠杆协变作用的解释。
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