双跳跃仿射扩散模型的几何平均型水平重置期权定价

奚欢, 邓国和

系统科学与数学 ›› 2021, Vol. 41 ›› Issue (1) : 59-74.

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PDF(592 KB)
系统科学与数学 ›› 2021, Vol. 41 ›› Issue (1) : 59-74. DOI: 10.12341/jssms14096
论文

双跳跃仿射扩散模型的几何平均型水平重置期权定价

    奚欢1,邓国和2
作者信息 +

Pricing Geometric Average Trigger Reset Option with Predetermined Levels in an Affine Diffusion Model with Double Jumps

    XI Huan1 ,DENG Guohe2
Author information +
文章历史 +

摘要

在资产收益率及其波动率均满足随机跳跃且具有跳跃相关性的仿射扩散模型下, 用广义双指数分布和伽玛分布分别刻画非对称性收益率及其波动率的跳跃波动变化, 研究了 具有几何平均特征的水平重置期权定价问题. 通过Girsanov测度变换和多维Fourier逆 变换方法, 给出了此类重置期权定价的解析公式. 最后,通过数值实例着重分析了联合跳跃参数及杠杆效应对水平重置看涨期权价格的影响, 并对风险对冲特征作了分析. 结果表 明, 上跳概率, 跳跃频率, 杠杆效应, 收益率波动的两个跳跃参数和双跳跃相关系数对 期权价格有正向影响, 上跳和下跳幅度对期权价格有反向影响, 而期权的风险对冲参数没有出现明显的跳跃现象. 这说明文章建立的期权定价模型比经典Black-Scholes模型具有更好的实际拟合能力.

Abstract

The pricing problem for the geometric average trigger reset option with predetermined levels has been considered under an affine jump-diffusion model in which both the asset return and its volatility satisfy random jumps with jump correlation. These jumps are described by generalized double exponential distribution and gamma distribution respectively. Applying the Girsanov method and multidimensional fourier inverse transform technique, analytical formulas for the reset options are obtained. Furthermore, both the influence of combined jump parameters and leverage effect on the call option price are analyzed by numerical examples. In addition, the risk hedging characteristics are also analyzed. The results show that the up jump probability, jump frequency, leverage effect, the two jump parameters of yield fluctuation and the double-jump correlation coefficient all have a positive effect on the option price, while the up jump and down jump amplitude both have a negative effect on the option price. Besides the risk hedging parameters of the option do not show an obvious jump phenomenon. These results show that the proposed model established in this paper has a better ability in fitting practice than the classical Black-Scholes model.

关键词

仿射跳扩散模型 / 几何平均 / 水平重置期权 / Fourier逆变换法.

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奚欢 , 邓国和. 双跳跃仿射扩散模型的几何平均型水平重置期权定价. 系统科学与数学, 2021, 41(1): 59-74. https://doi.org/10.12341/jssms14096
XI Huan , DENG Guohe. Pricing Geometric Average Trigger Reset Option with Predetermined Levels in an Affine Diffusion Model with Double Jumps. Journal of Systems Science and Mathematical Sciences, 2021, 41(1): 59-74 https://doi.org/10.12341/jssms14096
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