随机利率下马尔可夫制域交换赫斯顿模型的易损欧式期权定价

Yurong Xie, G. Deng
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引用次数: 4

摘要

本文研究了hston随机波动率和随机利率模型下欧式脆弱期权的定价问题,该模型中方差和利率过程的均值回归水平均由有限状态空间的连续马尔可夫过程调制。利用Esscher变换、联合特征函数和多元傅里叶变换技术,推导了解析定价公式,其中特征函数的闭型解由迭代期望定律得到。然后给出了利用FFT方法计算期权解析定价公式的有效逼近,并通过蒙特卡罗仿真检验了逼近的准确性。最后,对所提模型中不同参数对弱势看涨期权价格及其δ值的敏感性进行了分析,并通过数值实验分析了所提模型与具有非马尔可夫制度切换的Heston和随机利率模型的区别,说明了在具有随机利率的Heston模型中引入制度切换的影响。
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Vulnerable European Option Pricing in a Markov Regime-Switching Heston Model with Stochastic Interest Rate
This paper considers pricing of European-style vulnerable options under the Heston stochastic volatility and stochastic interest rate model in which the mean-reversion levels of both variance and interest rate processes are modulated by a continuous-time Markov process with a finite state space. An analytical pricing formula is derived by using the Esscher transform, joint characteristic function and multivariate Fourier transform technique, where the closed-form solution of the characteristic function is obtained by the law of iterated expectation. Then we provide the efficient approximation to calculate the analytical pricing formula of option using the FFT approach and examine the accuracy of the approximation by Monte Carlo simulation. Finally, the sensitivity analysis of different parameters in the proposed model on the vulnerable call option price and its Delta value are provided, and the difference between the proposed model and the Heston and stochastic interest rate model with non-Markov regime-switching are presented by some numerical experiments, which shows the influence of introducing regime-switching into Heston model with stochastic interest rate.
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