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 Japan Journal of Industrial and Applied Mathematics Pub Date : 2023-12-26 DOI:10.1007/s13160-023-00642-2
Song-Yu Hong, Hao-Min Zhang, Yuan-Qiao Lu, Yuan-Ying Jiang
{"title":"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","authors":"Song-Yu Hong, Hao-Min Zhang, Yuan-Qiao Lu, Yuan-Ying Jiang","doi":"10.1007/s13160-023-00642-2","DOIUrl":null,"url":null,"abstract":"<p>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.</p>","PeriodicalId":50264,"journal":{"name":"Japan Journal of Industrial and Applied Mathematics","volume":"54 1","pages":""},"PeriodicalIF":0.7000,"publicationDate":"2023-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A closed-form pricing formula for European options under a multi-factor nonlinear stochastic volatility model with regime-switching\",\"authors\":\"Song-Yu Hong, Hao-Min Zhang, Yuan-Qiao Lu, Yuan-Ying Jiang\",\"doi\":\"10.1007/s13160-023-00642-2\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>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.</p>\",\"PeriodicalId\":50264,\"journal\":{\"name\":\"Japan Journal of Industrial and Applied Mathematics\",\"volume\":\"54 1\",\"pages\":\"\"},\"PeriodicalIF\":0.7000,\"publicationDate\":\"2023-12-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Japan Journal of Industrial and Applied Mathematics\",\"FirstCategoryId\":\"100\",\"ListUrlMain\":\"https://doi.org/10.1007/s13160-023-00642-2\",\"RegionNum\":4,\"RegionCategory\":\"数学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"MATHEMATICS, APPLIED\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Japan Journal of Industrial and Applied Mathematics","FirstCategoryId":"100","ListUrlMain":"https://doi.org/10.1007/s13160-023-00642-2","RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"MATHEMATICS, APPLIED","Score":null,"Total":0}
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。

摘要图片

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
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.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
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.
期刊最新文献
An instability framework of Hopf–Turing–Turing singularity in 2-component reaction–diffusion systems Comprehensive and practical optimal delivery planning system for replacing liquefied petroleum gas cylinders Mathematical analysis of a norm-conservative numerical scheme for the Ostrovsky equation A new preconditioned Gauss-Seidel method for solving $${\mathcal {M}}$$ -tensor multi-linear system Convergence error analysis of reflected gradient Langevin dynamics for non-convex constrained optimization
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1