Efficient Asian option pricing under regime switching jump diffusions and stochastic volatility models

IF 0.8 Q4 BUSINESS, FINANCE
J. Kirkby, D. Nguyen
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引用次数: 32

Abstract

Utilizing frame duality and a FFT-based implementation of density projection we develop a novel and efficient transform method to price Asian options for very general asset dynamics, including regime switching Lévy processes and other jump diffusions as well as stochastic volatility models with jumps. The method combines continuous-time Markov chain approximation, with Fourier pricing techniques. In particular, our method encompasses Heston, Hull-White, Stein-Stein, 3/2 model as well as recently proposed Jacobi, $$\alpha $$ α -Hypergeometric, and 4/2 models, for virtually any type of jump amplitude distribution in the return process. This framework thus provides a ‘ unified ’ approach to pricing Asian options in stochastic jump diffusion models and is readily extended to alternative exotic contracts. We also derive a characteristic function recursion by generalizing the Carverhill-Clewlow factorization which enables the application of transform methods in general. Numerical results are provided to illustrate the effectiveness of the method. Various extensions of this method have since been developed, including the pricing of barrier, American, and realized variance derivatives.
制度转换跳跃扩散和随机波动模型下的有效亚洲期权定价
利用帧对偶性和基于fft的密度投影实现,我们开发了一种新颖有效的转换方法来为非常一般的资产动态定价亚洲期权,包括状态切换lsamvy过程和其他跳跃扩散以及具有跳跃的随机波动模型。该方法结合了连续时间马尔可夫链近似和傅里叶定价技术。特别是,我们的方法涵盖了Heston, Hull-White, Stein-Stein, 3/2模型以及最近提出的Jacobi, $$\alpha $$ α -Hypergeometric和4/2模型,适用于返回过程中几乎任何类型的跳跃振幅分布。因此,该框架为随机跳跃扩散模型中的亚洲期权定价提供了一种“统一”的方法,并且很容易扩展到替代的奇异合约。通过对Carverhill-Clewlow分解的推广,导出了特征函数递归,使变换方法的应用成为可能。数值结果表明了该方法的有效性。这种方法的各种扩展已经发展起来,包括障碍定价、美国定价和变现方差衍生品定价。
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来源期刊
Annals of Finance
Annals of Finance BUSINESS, FINANCE-
CiteScore
2.00
自引率
10.00%
发文量
15
期刊介绍: Annals of Finance provides an outlet for original research in all areas of finance and its applications to other disciplines having a clear and substantive link to the general theme of finance. In particular, innovative research papers of moderate length of the highest quality in all scientific areas that are motivated by the analysis of financial problems will be considered. Annals of Finance''s scope encompasses - but is not limited to - the following areas: accounting and finance, asset pricing, banking and finance, capital markets and finance, computational finance, corporate finance, derivatives, dynamical and chaotic systems in finance, economics and finance, empirical finance, experimental finance, finance and the theory of the firm, financial econometrics, financial institutions, mathematical finance, money and finance, portfolio analysis, regulation, stochastic analysis and finance, stock market analysis, systemic risk and financial stability. Annals of Finance also publishes special issues on any topic in finance and its applications of current interest. A small section, entitled finance notes, will be devoted solely to publishing short articles – up to ten pages in length, of substantial interest in finance. Officially cited as: Ann Finance
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