Pricing two-asset rainbow options with the fast Fourier transform

被引:0
|
作者
Levendis, Alexis [1 ]
Mare, Eben [2 ]
机构
[1] Univ Pretoria, Dept Actuarial Sci, Pretoria, South Africa
[2] Univ Pretoria, Dept Math & Appl Math, Pretoria, South Africa
关键词
Characteristic function; Fast Fourier transform; Rainbow option; Three-factor stochastic volatility; Two-factor geometric Brownian motion;
D O I
10.37920/sasj.2023.57.1.2
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
In this paper, we present a numerical method based on the fast Fourier transform (FFT) to price call options on the minimum of two assets, otherwise known as two-asset rainbow options. We consider two stochastic processes for the underlying assets: two-factor geometric Brownian motion and three-factor stochastic volatility. We show that the FFT can achieve a certain level of convergence by carefully choos-ing the number of terms and truncation width in the FFT algorithm. Furthermore, the FFT converges at an exponential rate and the pricing results are closely aligned with the results obtained from a Monte Carlo simulation for complex models that incorporate stochastic volatility.
引用
收藏
页码:13 / 25
页数:13
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