连续时间马尔可夫链和状态切换逼近在期权定价中的应用

Zhenyu Cui, J. Kirkby, D. Nguyen
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引用次数: 24

摘要

在本章中,我们介绍了使用连续时间马尔可夫链工具对欧洲和路径相关金融衍生品进行估值的最新进展。我们还研究了随机波动率的一个新提出的状态切换近似和随机局部波动率模型的结果。所提出的框架是最近关于数字期权定价的令人兴奋的文献流的一部分,并提供了一个结合扩散过程理论,马尔可夫链和傅立叶技术的新视角。它还与偏微分方程(PDE)方法优雅地联系在一起。
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Continuous-Time Markov Chain and Regime Switching Approximations with Applications to Options Pricing
In this chapter, we present recent developments in using the tools of continuous-time Markov chains for the valuation of European and path-dependent financial derivatives. We also survey results on a newly proposed regime switching approximation to stochastic volatility, and stochastic local volatility models. The presented framework is part of an exciting recent stream of literature on numerical option pricing, and offers a new perspective that combines the theory of diffusion processes, Markov chains, and Fourier techniques. It is also elegantly connected to partial differential equation (PDE) approaches.
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