The Skewness Implied in the Heston Model and Its Application

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• 作者：Jin E. Zhang ; Fang Zhen ; Xiaoxia Sun and Huimin Zhao
• 刊名：Journal of Futures Markets
• 出版年：2017
• 出版时间：March 2017
• 年：2017
• 卷：37
• 期：3
• 页码：211-237
• 全文大小：569K
• ISSN：1096-9934

文摘

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 Itoˆ integrals by using Itoˆ'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.