Basket Option Pricing under Jump Diffusion Models

Pricing financial contracts on several underlying assets
received more and more interest as a demand for complex derivatives.
The option pricing under asset price involving jump diffusion
processes leads to the partial integral differential equation (PIDEs),
which is an extension of the Black-Scholes PDE with a new integral
term. The aim of this paper is to show how basket option prices
in the jump diffusion models, mainly on the Merton model, can
be computed using RBF based approximation methods. For a test
problem, the RBF-PU method is applied for numerical solution
of partial integral differential equation arising from the two-asset
European vanilla put options. The numerical result shows the
accuracy and efficiency of the presented method.




References:
[1] F. Black, M. Scholes, The pricing of options and corporate liabilities, J.
Polit. Econ. 81 (3) (1973) 637-654. [2] R. C. Merton, Option pricing when underlying stock returns are
discontinuous, Journal of financial economics 3 (1-2) (1976) 125-144.
[3] U. Pettersson, E. Larsson, G. Marcusson, J. Persson, Improved radial
basis function methods for multi-dimensional option pricing, J. Comput.
Appl. Math. 222 (1) (2008) 82-93.
[4] G. Fasshauer, A. Q. M. Khaliq, D. A. Voss, Using mesh free
approximation for multi asset american options, in: C.S. Chen (Ed.),
Mesh free methods, Journal of Chinese Institute of Engineers 27 (2004)
563-571, special issue.
[5] A. Safdari-Vaighani, A. Heryudono, E. Larsson, A radial basis function
partition of unity collocation method for convection-diffusion equations
arising in financial applications, J. Sci. Comput. 64 (2) (2015) 341-367.
[6] X. L. Zhang, Numerical analysis of American option pricing in a
jump-diffusion model, Math. Oper. Res. 22 (3) (1997) 668-690.
[7] M. Briani, R. Natalini, G. Russo, Implicit-explicit numerical schemes for
jump diffusion processes, Calcolo 44 (1) (2007) 33-57.
[8] R. Cont, E. Voltchkova, A finite difference scheme for option pricing in
jump diffusion and exponential Levy models, SIAM J. Numer. Anal. 43
(4) (2005) 1596-1626 (electronic).
[9] Y. dHalluin, P. A. Forsyth, K. R. Vetzal, Robust numerical methods for
contingent claims under jump diffusion processes, IMA J. Numer. Anal.
25 (1) (2005) 87-112.
[10] Y. dHalluin, P. A. Forsyth, G. Labahn, A penalty method for American
options with jump diffusion processes, Numer. Math. 97 (2) (2004)
321-352.
[11] R. Brummelhuis, R. T. L. Chan, A radial basis function scheme for
option pricing in exponential Levy models, Appl. Math. Finance 21 (3)
(2014) 238-269.
[12] S. H. Martzoukos, Contingent claims on foreign assets following
jump-diffusion processes, Review of Derivatives Research 6 (1) (2003)
27-45.
[13] S. S. Clift, P. A. Forsyth, Numerical solution of two asset jump diffusion
models for option valuation, Appl. Numer. Math. 58 (6) (2008) 743-782.
[14] C. La Chioma, Integro-differential problems arising in pricing derivatives
in jump-diffusion markets, Ph.D. thesis, PhD thesis, Rome University
(2003).
[15] H. Windcliff, P. A. Forsyth, and K. R. Vetzal, Analysis of the stability
of the linear boundary condition for the Black-Scholes equation, Journal
of Computational Finance, 8 (2004) 65-92.
[16] E. Larsson, A. Heryudono, A partition of unity radial basis function
collocation method for partial differential equations, manuscript in
preparation (2016).