具有制度切换的多因素非线性随机波动模型下欧式期权的闭式定价公式

IF 0.7 4区 数学 Q3 MATHEMATICS, APPLIED
Song-Yu Hong, Hao-Min Zhang, Yuan-Qiao Lu, Yuan-Ying Jiang
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引用次数: 0

摘要

本文提出了一种用于欧式看涨期权定价的新随机波动率模型,该模型在随机波动率和随机长期均值中引入了由马尔可夫链控制的制度转换机制。采用这种新模型的好处是可以根据标的价格的特征函数推导出欧式看涨期权的 colsed-form 解,在实际市场中应用时可以节省大量的时间和精力。通过数值实验研究了在欧式看涨期权定价模型中引入制度转换的效果,结果表明制度转换对模型有显著影响。实证结果进一步证明,与其他两种模型相比,我们的模型具有一定的优势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

A closed-form pricing formula for European options under a multi-factor nonlinear stochastic volatility model with regime-switching

A closed-form pricing formula for European options under a multi-factor nonlinear stochastic volatility model with regime-switching

In this paper, a new stochastic volatility model for pricing European call option is proposed, which introduces the regime-switching mechanism controlled by Markov chain in stochastic volatility and stochastic long-term mean. The advantage of adopting this new model is that it can deduce a colsed-form solution of European call option based on characteristic function of the underlying price, which can save a lot of time and effort when applied in the real market. The effect of introducing regime-switching into European call option pricing model is investigated through numerical experiments, and the results show that the regime-switching has a significant effect on the model. The empirical results further demonstrate that our model has some advantages over the other two models.

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来源期刊
CiteScore
1.50
自引率
11.10%
发文量
56
审稿时长
>12 weeks
期刊介绍: Japan Journal of Industrial and Applied Mathematics (JJIAM) is intended to provide an international forum for the expression of new ideas, as well as a site for the presentation of original research in various fields of the mathematical sciences. Consequently the most welcome types of articles are those which provide new insights into and methods for mathematical structures of various phenomena in the natural, social and industrial sciences, those which link real-world phenomena and mathematics through modeling and analysis, and those which impact the development of the mathematical sciences. The scope of the journal covers applied mathematical analysis, computational techniques and industrial mathematics.
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