Skip to main content

Option Pricing under an Exponential Lévy Model Using Mathematica

  • Conference paper
Computational Science and Its Applications – ICCSA 2013 (ICCSA 2013)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 7975))

Included in the following conference series:

  • 1752 Accesses

Abstract

Exponential Lévy option pricing models are capable of explaining the jump patterns and the leptokurtic features of market option prices and the Merton model with normally distributed jump sizes is one such model which has been much considered in the literature. For this model, we develop a numerical method based on Mathematica’s NDSolve function. Functional programming capabilities in Mathematica allows the development of an efficient code and numerical evidence of the accuracy and efficiency are given. Our code forms part of a computational environment that regroups several algorithms for pricing European and American options. Examples illustrating some capabilities of the software are given.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Almendral, A., Oosterlee, C.W.: Numerical Valuation of Options with Jumps in the Underlying. Appl. Numer. Math. 53, 1–18 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  2. Andersen, L., Andreasen, J.: Jump Diffusion Processes: Volatility Smile Fitting and Numerical Methods for Option Pricing. Rev. Derivatives Research 4, 231–262 (2000)

    Article  Google Scholar 

  3. Black, F., Scholes, M.S.: The Pricing of Options and Corporate Liabilities. J. Polit. Econ. 81, 637–659 (1973)

    Article  Google Scholar 

  4. Briani, M., Natalini, R., Russo, G.: Implicit-Explicit Numerical Schemes for Jump-Diffusion Processes. Calcolo 44, 33–57 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  5. Carr, P., Mayo, A.: On the Numerical Evaluation of Option Prices in Jump Diffusion Processes. Eur. J. Finance 13, 353–372 (2007)

    Article  Google Scholar 

  6. Cont, R., Tankov, P.: Financial Modelling with Jump Processes. Chapman and Hall, Boca Raton (2004)

    MATH  Google Scholar 

  7. Cont, R., Voltchkova, E.: A Finite Difference Scheme for Option Pricing in Jump Diffusion and Exponential Lévy Models. SIAM J. Numer. Anal. 43, 1596–1626 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  8. d’Halluin, Y., Forsyth, P.A., Vetzal, K.R.: Robust Numerical Methods for Contingent Claims under Jump Diffusions. IMA J. Numer. Anal. 25, 87–112 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  9. Merton, R.C.: Option Pricing when Underlying Stock Returns are Discontinuous. J. Financ. Econ. 3, 25–144 (1976)

    Article  Google Scholar 

  10. Rambeerich, N., Tangman, D.Y., Gopaul, A., Bhuruth, M.: Exponential Time Integration for Fast Finite Element Solutions of some Financial Engineering Problems. J. Comput. Appl. Math. 224, 668–678 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  11. Respondek, J.S.: Numerical Recipes for the High Efficient Inverse of the Confluent Vandermonde Matrices. Appl. Math. Comp. 218, 2044–2054 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  12. Respondek, J.S.: On the Confluent Vandermonde Matrix Calculation Algorithm. Appl. Math. Lett. 24, 103–106 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  13. Saib, A.A.E.F., Tangman, Y., Bhuruth, M.: A New Radial Basis Functions Method for Pricing American Options under Merton’s Jump-Diffusion Model. Int. J. Computer Math. 89, 1164–1185 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  14. Salmi, S., Toivanen, J.: Comparison and Survey of Finite Difference Methods for Pricing American Options under Finite Activity Jump-Diffusion models. Int. J. Computer Math. 89, 1112–1134 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  15. Tangman, D.Y., Gopaul, A., Bhuruth, M.: Exponential Time Integration and Chebychev Discretisations Schemes for Fast Pricing of Options. Appl. Numer. Math. 58, 1309–1319 (2008)

    Article  MathSciNet  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2013 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Saib, A.A.EF., Peer, A.A.I., Bhuruth, M. (2013). Option Pricing under an Exponential Lévy Model Using Mathematica. In: Murgante, B., et al. Computational Science and Its Applications – ICCSA 2013. ICCSA 2013. Lecture Notes in Computer Science, vol 7975. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-39640-3_6

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-39640-3_6

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-39639-7

  • Online ISBN: 978-3-642-39640-3

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics