Fourier变换与期权定价:一种快速收敛算法

Fourier transform and option pricing: an algorithm with faster convergence rate

  • 摘要: 本文给出一种基于Fourier变换的期权定价算法.相较于目前已知的其他同类算法,该算法具有收敛速度更快、执行耗时更短和容易在计算机程序中实现等优点.一方面,函数的光滑性与其Fourier变换的尾部衰减速度之间的关系被用于从理论上说明该算法的有效性.另一方面,对欧式期权和二值期权在三大类不同的标的资产价格模型下所做的数值计算又进一步从实证角度支持了这种有效性

     

    Abstract: This paper gives an option pricing algorithm based on Fourier transform. Compared with other similar algorithms that have been published, our algorithm has more advantages including faster convergence, shorter time of execution and easier implementation by computer programming. On the one hand, we theoretically show the effectiveness of our algorithm through the relationship between function smoothness and its decay rate at tail. On the other hand, the numerical calculations we conducted for European options and digital options with three model types of underlying assets further support the effectiveness from the perspective of empirical analysis.

     

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