Heston模型中隐含的偏度及其应用

The Skewness Implied in the Heston Model and Its Application

Journal of Futures Markets · 2016
被引 22
ABS 3

中文导读

利用矩计算方法推导出Heston模型下股票收益偏度的精确公式,并将其应用于基于CBOE VIX和SKEW市场数据的模型校准。

Abstract

Abstract In this paper, we provide an exact formula for the skewness of stock returns implied in the Heston (1993) model by using a moment‐computing approach. We compute the moments of It integrals by using It 's Lemma skillfully. The model's affine property allows us to obtain analytical formulas for cumulants. The formulas for the variance and the third cumulant are written as time‐weighted sums of expected instantaneous variance, which are neater and more intuitive than those obtained with the characteristic function approach. Our skewness formula is then applied in calibrating Heston's model by using the market data of the CBOE VIX and SKEW. © 2016 Wiley Periodicals, Inc. Jrl Fut Mark 37:211–237, 2017

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