• DocumentCode
    3413870
  • Title

    Fast Monte Carlo valuation of barrier options for jump diffusion processes

  • Author

    Metwally, Steve A K ; Atiya, Amir F.

  • Author_Institution
    Lehman Bros., New York, NY, USA
  • fYear
    2003
  • fDate
    20-23 March 2003
  • Firstpage
    101
  • Lastpage
    107
  • Abstract
    We present a fast and unbiased Monte Carlo approach to pricing barrier options when the underlying security follows a simple jump diffusion process with constant parameters and a continuously monitored barrier. We develop an algorithm that is based on the Brownian bridge concept and on a sampling approach to successively evaluate an integral that results from the application of the Brownian bridge. This method achieves zero bias. In addition, it is about 100 times faster than the conventional Monte Carlo method for which the discretization interval is chosen so as to achieve acceptable bias.
  • Keywords
    Monte Carlo methods; costing; economic cybernetics; finance; stock markets; Brownian bridge concept; Monte Carlo valuation; barrier options; discretization interval; finance; jump diffusion processes; pricing; sampling approach; security; zero bias; Bridges; Computational modeling; Condition monitoring; Cost accounting; Diffusion processes; Exponential distribution; Monte Carlo methods; Pricing; Sampling methods; Security;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence for Financial Engineering, 2003. Proceedings. 2003 IEEE International Conference on
  • Print_ISBN
    0-7803-7654-4
  • Type

    conf

  • DOI
    10.1109/CIFER.2003.1196248
  • Filename
    1196248