PRICING ASIAN OPTIONS FOR JUMP DIFFUSION

We construct a sequence of functions that uniformly converge (on compact sets) to the price of an Asian option, which is written on a stock whose dynamics follow a jump diffusion. The convergence is exponentially fast. We show that each element in this sequence is the unique classical solution of a parabolic partial differential equation (not an integro-differential equation). As a result we obtain a fast numerical approximation scheme whose accuracy versus speed characteristics can be controlled. We analyze the performance of our numerical algorithm on several examples.

[1]  Steven Kou,et al.  A Jump Diffusion Model for Option Pricing , 2001, Manag. Sci..

[2]  Jin E. Zhang Pricing continuously sampled Asian options with perturbation method , 2003 .

[3]  Jan Vecer,et al.  Pricing Asian options in a semimartingale model , 2004 .

[4]  G. Thompson Fast narrow bounds on the value of Asian options , 2002 .

[5]  Jin E. Zhang A Semi-Analytical Method for Pricing and Hedging Continuously Sampled Arithmetic Average Rate Options , 2001 .

[6]  P. Wilmott The Mathematics of Financial Derivatives , 1995 .

[7]  L. Rogers,et al.  The value of an Asian option , 1995, Journal of Applied Probability.

[8]  J. Vecer A new PDE approach for pricing arithmetic average Asian options , 2001 .

[9]  X. Mao,et al.  Stochastic Differential Equations and Applications , 1998 .

[10]  Ning Cai Jump diffusion processes in financial modeling , 2008 .

[11]  Vadim Linetsky,et al.  Spectral Expansions for Asian (Average Price) Options , 2004, Oper. Res..

[12]  A. Friedman Stochastic Differential Equations and Applications , 1975 .

[13]  Mingxin Xu,et al.  Pricing Asian options in a semimartingale model , 2004 .

[14]  R. C. Merton,et al.  Option pricing when underlying stock returns are discontinuous , 1976 .

[15]  Huy En Pham Optimal Stopping of Controlled Jump Diiusion Processes: a Viscosity Solution Approach , 1998 .

[16]  S. Shreve,et al.  Methods of Mathematical Finance , 2010 .

[17]  C. Oosterlee,et al.  On American Options Under the Variance Gamma Process , 2007 .

[18]  Erhan Bayraktar,et al.  A Proof of the Smoothness of the Finite Time Horizon American Put Option for Jump Diffusions , 2007, SIAM J. Control. Optim..

[19]  M. Yor,et al.  BESSEL PROCESSES, ASIAN OPTIONS, AND PERPETUITIES , 1993 .