A radial basis function based implicit-explicit method for option pricing under jump-diffusion models

被引:28
作者
Kadalbajoo, Mohan K. [1 ]
Kumar, Alpesh [1 ]
Tripathi, Lok Pati [1 ]
机构
[1] Indian Inst Technol Kanpur, Dept Math & Stat, Kanpur 208016, Uttar Pradesh, India
关键词
Radial basis function; Finite difference; Option pricing; Jump-diffusion models; Partial integro-differential equation; AMERICAN OPTIONS; NUMERICAL VALUATION; APPROXIMATION; EQUATIONS; SCHEMES;
D O I
10.1016/j.apnum.2016.08.006
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this article, we present a radial basis function based implicit explicit numerical method to solve the partial integro-differential equation which describes the nature of the option price under jump diffusion model. The governing equation is time semi discrtized by using the implicit-explicit backward difference method of order two (IMEX-BDF2) followed by radial basis function based finite difference (RBF-FD) method. The numerical scheme derived for European option is extended for American option by using operator splitting method. Numerical results for put and call option under Merton and Kou models are given to illustrate the efficiency and accuracy of the present method. The stability of time semi discretized scheme is also proved. (C) 2016 IMACS. Published by Elsevier B.V. All rights reserved.
引用
收藏
页码:159 / 173
页数:15
相关论文
共 50 条
  • [41] WAVELET METHOD FOR OPTION PRICING UNDER THE TWO-ASSET MERTON JUMP-DIFFUSION MODEL
    Cerna, Dana
    PROGRAMS AND ALGORITHMS OF NUMERICAL MATHEMATICS 20, 2021, : 30 - 39
  • [42] A combined compact difference scheme for option pricing in the exponential jump-diffusion models
    Rahman Akbari
    Reza Mokhtari
    Mohammad Taghi Jahandideh
    Advances in Difference Equations, 2019
  • [43] Computing the survival probability density function in jump-diffusion models: A new approach based on radial basis functions
    Ballestra, Luca Vincenzo
    Pacelli, Graziella
    ENGINEERING ANALYSIS WITH BOUNDARY ELEMENTS, 2011, 35 (09) : 1075 - 1084
  • [44] Option pricing under a Markov-modulated Merton jump-diffusion dividend
    Shan, Yuanchuang
    Yi, Haoran
    Zhang, Xuekang
    Shu, Huisheng
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2023, 52 (05) : 1490 - 1506
  • [45] FOURTH-ORDER COMPACT SCHEME FOR OPTION PRICING UNDER THE MERTON'S AND KOU'S JUMP-DIFFUSION MODELS
    Patel, Kuldip Singh
    Mehra, Mani
    INTERNATIONAL JOURNAL OF THEORETICAL AND APPLIED FINANCE, 2018, 21 (04)
  • [46] Insurance accurate calculation method of option pricing submitting to jump-diffusion process
    Zhang Qi-wen
    Kong Liang
    PROCEEDINGS OF 2007 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE & ENGINEERING (14TH) VOLS 1-3, 2007, : 1888 - +
  • [47] A stable local radial basis function method for option pricing problem under the Bates model
    Company, Rafael
    Egorova, Vera N.
    Jodar, Lucas
    Soleymani, Fazlollah
    NUMERICAL METHODS FOR PARTIAL DIFFERENTIAL EQUATIONS, 2019, 35 (03) : 1035 - 1055
  • [48] An IMEX-BDF2 compact scheme for pricing options under regime-switching jump-diffusion models
    Chen, Yingzi
    Xiao, Aiguo
    Wang, Wansheng
    MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2019, 42 (08) : 2646 - 2663
  • [49] A meshless method for Asian style options pricing under the Merton jump-diffusion model
    Saib, A. A. E. F.
    Sunhaloo, M. S.
    Bhuruth, M.
    INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS, 2015, 92 (12) : 2498 - 2514
  • [50] Radial-basis-function-based finite difference operator splitting method for pricing American options
    Kadalbajoo, Mohan K.
    Kumar, Alpesh
    Tripathi, Lok Pati
    INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS, 2018, 95 (11) : 2343 - 2359