A predictor-corrector approach for pricing American options under the finite moment log-stable model

被引:49
作者
Chen, Wenting [1 ]
Xu, Xiang [2 ]
Zhu, Song-Ping [3 ,4 ]
机构
[1] Univ Wollongong, Sch Math & Appl Stat, Wollongong, NSW 2522, Australia
[2] Zhejiang Univ, Dept Math, Hangzhou 310058, Zhejiang, Peoples R China
[3] Univ Wollongong, Sch Math & Appl Stat, Wollongong, NSW 2522, Australia
[4] Jilin Univ, Changchun 130012, Jilin, Peoples R China
关键词
Fractional partial differential equation; Free boundary problem; Predictor-corrector; Spectral-collocation method; American options; CONVERGENCE ANALYSIS; DIFFUSION; VALUATION; EQUATIONS;
D O I
10.1016/j.apnum.2015.06.004
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
This paper investigates the pricing of American options under the finite moment log-stable (FMLS) model. Under the FMLS model, the price of American-style options is governed by a highly nonlinear fractional partial differential equation (FPDE) system, which is much more complicated to solve than the corresponding Black-Scholes (B-S) system, with difficulties arising from the semi-globalness of the fractional operator, in conjunction with the nonlinearity associated with the early exercise nature of American-style options. Albeit difficult, in this paper, we propose a new predictor-corrector scheme based on the spectral-collocation method to solve for the prices of American options under the FMLS model. In the current approach, the nonlinearity of the pricing system is successfully dealt with using the predictor-corrector framework, whereas the non-localness of the fractional operator is elegantly handled. We have also provided an elegant error analysis for the current approach. Various numerical experiments suggest that the current method is fast and efficient, and can be easily extended to price American-style options under other fractional diffusion models. Based on the numerical results, we have also examined quantitatively the influence of the tail index on American put options. (C) 2015 Published by Elsevier B.V. on behalf of IMACS.
引用
收藏
页码:15 / 29
页数:15
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