A multiquadric quasi-interpolations method for CEV option pricing model

JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS

卷:347

Article

Zhang, Shengliang¹  Yang, Hongqiang¹  Yang, Yu² 

[1] Nanjing Forestry Univ, Coll Econ & Management, Nanjing, Jiangsu, Peoples R China

[2] Zhejiang Int Studies Univ, Sch Sci & Technol, Hangzhou, Zhejiang, Peoples R China

关键词: Multiquadric quasi-interpolations;    Option pricing;    CEV model;    Greek letters;   

DOI  :  10.1016/j.cam.2018.03.046

来源: Elsevier

【 摘 要 】

The pricing of option contracts when the underlying process follows the constant elasticity of variance (CEV) model is considered. For CEV European options, the closed-form solutions involve the non-central chi-square distribution, whose computations by the current literatures are rather unstable and extremely expensive. Based on multiquadric quasi-interpolation methods, this study suggests a stable and fast numerical algorithm for CEV option pricing model. The method is confirmed to be a multinomial tree, in which the underlying variable moves from its initial value to an infinity of possible values of the next time step. The probabilities in the associated tree are ensured to be positive, which is a sufficient condition for stability and convergence. The method is flexible, since it is simple to implement with the nonuniform knots. Moreover, the method is easy to value the Greek letters which are important parameters in financial engineering, as the multiquadric function is infinitely continuously differentiable. Besides, the method does not require solving a resultant full matrix, the ill-conditioning problem arising when using the radial basis functions as a global interpolant can be avoided. Numerical experiments imply that the method is highly effective to calculate the stock options and its Greeks under the CEV model. (C) 2018 Elsevier B.V. All rights reserved.

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