High-Order Methods for Exotic Options and Greeks Under Regime-Switching Jump-Diffusion Models

High-Order Methods for Exotic Options and Greeks Under Regime-Switching Jump-Diffusion Models

Year:    2020

Author:    Zhiqiang Zhou, Jingtang Ma, Zhijun Tan, Han Wang, Zhiqiang Zhou, Zhijun Tan

Numerical Mathematics: Theory, Methods and Applications, Vol. 13 (2020), Iss. 2 : pp. 497–515

Abstract

This paper aims to develop high-order numerical methods for solving the system partial differential equations (PDEs) and partial integro-differential equations (PIDEs) arising in exotic option pricing under regime-switching models and regime-switching jump-diffusion models, respectively. Using cubic Hermite polynomials, the high-order collocation methods are proposed to solve the system PDEs and PIDEs. This collocation scheme has the second-order convergence rates in time and fourth-order rates in space. The computation of the Greeks for the options is also studied. Numerical examples are carried out to verify the high-order convergence and show the efficiency for computing the Greeks.

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Journal Article Details

Publisher Name:    Global Science Press

Language:    English

DOI:    https://doi.org/10.4208/nmtma.OA-2019-0119

Numerical Mathematics: Theory, Methods and Applications, Vol. 13 (2020), Iss. 2 : pp. 497–515

Published online:    2020-01

AMS Subject Headings:   

Copyright:    COPYRIGHT: © Global Science Press

Pages:    19

Keywords:    Option pricing Greeks exotic options Asian options lookback options high-order methods.

Author Details

Zhiqiang Zhou

Jingtang Ma

Zhijun Tan

Han Wang

Zhiqiang Zhou

Zhijun Tan