Skip to main content

Fractional Processes as Models in Stochastic Finance

  • Chapter
Advanced Mathematical Methods for Finance

Abstract

We survey some new progress on the pricing models driven by fractional Brownian motion or mixed fractional Brownian motion. In particular, we give results on arbitrage opportunities, hedging, and option pricing in these models. We summarize some recent results on fractional Black & Scholes pricing model with transaction costs. We end the paper by giving some approximation results and indicating some open problems related to the paper.

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 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 109.99
Price excludes VAT (USA)
  • Durable hardcover 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

References

  1. T. Androshchuk, Yu. Mishura, Mixed Brownian–fractional Brownian model: absence of arbitrage and related topics. Stochastics 78(5), 281–300 (2006)

    MATH  MathSciNet  Google Scholar 

  2. M.A. Arcones, On the law of the iterated logarithm for Gaussian processes. J. Theor. Probab. 8(4), 877–903 (1995)

    Article  MATH  MathSciNet  Google Scholar 

  3. E. Azmoodeh, Geometric fractional Brownian motion market model with transaction costs. Preprint (2009), 12 p.

    Google Scholar 

  4. E. Azmoodeh, Yu. Mishura, E. Valkeila, On hedging European options in geometric fractional Brownian motion market model. Stat. Decis. 27(2), 129–144 (2009). doi:10.1524/stnd.2009.1021

    Article  MATH  MathSciNet  Google Scholar 

  5. E. Bayraktar, U. Horst, R. Sircar, A limit theorem for financial markets with inert investors. Math. Oper. Res. 31(4), 789–810 (2006)

    Article  MATH  MathSciNet  Google Scholar 

  6. C. Bender, An S-transform approach to integration with respect to a fractional Brownian motion. Bernoulli 9(6), 955–983 (2003)

    Article  MATH  MathSciNet  Google Scholar 

  7. C. Bender, R.J. Elliott, Arbitrage in a discrete version of the Wick-fractional Black–Scholes market. Math. Oper. Res. 29(4), 935–945 (2004)

    Article  MATH  MathSciNet  Google Scholar 

  8. C. Bender, P. Parczewski, Approximating a geometric fractional Brownian motion and related processes via discrete Wick calculus. Bernoulli 16(2), 389–417 (2010). doi:10.3150/09-BEJ223

    Article  MathSciNet  Google Scholar 

  9. C. Bender, T. Sottinen, E. Valkeila, Pricing by hedging and no-arbitrage beyond semimartingales. Finance Stoch. 12(4), 441–468 (2008)

    Article  MATH  MathSciNet  Google Scholar 

  10. F. Biagini, Y. Hu, B. Øksendal, T. Zhang, Stochastic Calculus for Fractional Brownian Motion and Applications. Probability and Its Applications (New York) (Springer, London, 2008)

    Book  MATH  Google Scholar 

  11. T. Björk, H. Hult, A note on Wick products and the fractional Black–Scholes model. Finance Stoch. 9(2), 197–209 (2005)

    Article  MATH  MathSciNet  Google Scholar 

  12. M. Bratyk, Y. Mishura, The generalization of the quantile hedging problem for price process model involving finite number of Brownian and fractional Brownian motions. Theory Stoch. Process. 14(3–4), 27–38 (2008)

    MATH  MathSciNet  Google Scholar 

  13. P. Cheridito, Mixed fractional Brownian motion. Bernoulli 7(6), 913–934 (2001)

    Article  MATH  MathSciNet  Google Scholar 

  14. P. Cheridito, Arbitrage in fractional Brownian motion models. Finance Stoch. 7(4), 533–553 (2003)

    Article  MATH  MathSciNet  Google Scholar 

  15. A. Cherny, Brownian moving averages have conditional full support. Ann. Appl. Probab. 18(5), 1825–1830 (2008)

    Article  MATH  MathSciNet  Google Scholar 

  16. A. Dasgupta, G. Kallianpur, Arbitrage opportunities for a class of Gladyshev processes. Appl. Math. Optim. 41(3), 377–385 (2000)

    Article  MATH  MathSciNet  Google Scholar 

  17. F. Delbaen, W. Schachermayer, A general version of the fundamental theorem of asset pricing. Math. Ann. 300(3), 463–520 (1994)

    Article  MATH  MathSciNet  Google Scholar 

  18. F. Delbaen, W. Schachermayer, The fundamental theorem of asset pricing for unbounded stochastic processes. Math. Ann. 312(2), 215–250 (1998)

    Article  MATH  MathSciNet  Google Scholar 

  19. T.E. Duncan, Y. Hu, B. Pasik-Duncan, Stochastic calculus for fractional Brownian motion. I: Theory. SIAM J. Control Optim. 38(2), 582–612 (2000)

    Article  MATH  MathSciNet  Google Scholar 

  20. H. Föllmer, Calcul d’Itô sans probabilités. Séminaire de Probabilités, vol. XV (Springer, Berlin, 1981), pp. 143–150

    Google Scholar 

  21. R. Gaigalas, I. Kaj, Convergence of scaled renewal processes and a packet arrival model. Bernoulli 9(4), 671–703 (2003)

    Article  MATH  MathSciNet  Google Scholar 

  22. D. Gasbarra, T. Sottinen, H. van Zanten, Conditional full support of Gaussian processes with stationary increments. Preprint (2008)

    Google Scholar 

  23. P. Guasoni, No arbitrage under transaction costs, with fractional Brownian motion and beyond. Math. Finance 16(3), 569–582 (2006)

    Article  MATH  MathSciNet  Google Scholar 

  24. P. Guasoni, M. Rásonyi, W. Schachermayer, Consistent price systems and face-lifting pricing under transaction costs. Ann. Appl. Probab. 18(2), 491–520 (2008)

    Article  MATH  MathSciNet  Google Scholar 

  25. P. Guasoni, M. Rásonyi, W. Schachermayer, The fundamental theorem of asset pricing for continuous processes under small transaction costs. Ann. Finance 6(2), 157–191 (2010)

    Article  Google Scholar 

  26. H. Holden, T. Lindstrøm, B. Øksendal, J. Ubøe, Discrete Wick calculus and stochastic functional equations. Potential Anal. 1(3), 291–306 (1992)

    Article  MATH  MathSciNet  Google Scholar 

  27. R. Jarrow, P. Protter, H. Sayit, No arbitrage without semimartingales. Ann. Appl. Probab. 19(2), 596–616 (2009)

    Article  MATH  MathSciNet  Google Scholar 

  28. E. Jouini, H. Kallal, Martingales and arbitrage in securities markets with transaction costs. J. Econ. Theory 66, 178–197 (1995)

    Article  MATH  MathSciNet  Google Scholar 

  29. S. Karlin, H.M. Taylor, A First Course in Stochastic Processes, 2nd edn. (Academic Press, San Diego, 1975)

    MATH  Google Scholar 

  30. C. Klüppelberg, C. Kühn, Fractional Brownian motion as a weak limit of Poisson shot noise processes—with applications to finance. Stoch. Process. Appl. 113(2), 333–351 (2004)

    Article  MATH  Google Scholar 

  31. Yu.S. Mishura, Stochastic Calculus for Fractional Brownian Motion and Related Processes. Lecture Notes in Mathematics, vol. 1929 (Springer, Berlin, 2008)

    Book  MATH  Google Scholar 

  32. Yu.S. Mishura, S.G. Rode, Weak convergence of integral functionals of random walks that weakly converge to fractional Brownian motion (Ukrainian). Ukr. Mat. Zh. 59(8), 1040–1046 (2007). Translation in Ukr. Math. J. 59(8), 1155–1162 (2007)

    Article  MATH  MathSciNet  Google Scholar 

  33. A. Nieminen, Fractional Brownian motion and martingale-differences. Stat. Probab. Lett. 70(1), 1–10 (2004)

    Article  MATH  MathSciNet  Google Scholar 

  34. M.S. Pakkanen, Stochastic integrals and conditional full support. Preprint (2008, Revised Jul. 24, 2009). Available as arXiv:0811.1847

  35. P. Protter, Stochastic Integration and Differential Equations, 2nd edn. Stochastic Modelling and Applied Probability, vol. 21 (Springer, Berlin, 2004)

    MATH  Google Scholar 

  36. L.C.G. Rogers, Arbitrage with fractional Brownian motion. Math. Finance 7(1), 95–105 (1997)

    Article  MATH  MathSciNet  Google Scholar 

  37. F. Russo, P. Vallois, P. Forward, backward and symmetric stochastic integration. Probab. Theory Relat. Fields 97(3), 403–421 (1993)

    Article  MATH  Google Scholar 

  38. J.G.M. Schoenmakers, P.E. Kloeden, Robust option replication for a Black–Scholes model extended with nondeterministic trends. J. Appl. Math. Stoch. Anal. 12(2), 113–120 (1999)

    Article  MATH  MathSciNet  Google Scholar 

  39. A. Shiryaev, On arbitrage and replication for fractal models. Research Report 30 (1998), MaPhySto, Department of Mathematical Sciences, University of Aarhus

    Google Scholar 

  40. T. Sottinen, Fractional Brownian motion, random walks and binary market models. Finance Stoch. 5(3), 343–355 (2001)

    Article  MATH  MathSciNet  Google Scholar 

  41. T. Sottinen, E. Valkeila, On arbitrage and replication in the fractional Black–Scholes pricing model. Stat. Decis. 21(2), 93–107 (2003)

    Article  MATH  MathSciNet  Google Scholar 

  42. E. Valkeila, On the approximation of geometric fractional Brownian motion, in Optimality and Risk—Modern Trends in Mathematical Finance the Kabanov Festschrift, ed. by F. Delbaen, M. Rásonyi, C. Stricker (2009), pp. 251–265

    Chapter  Google Scholar 

Download references

Acknowledgements

T.S. and E.V. acknowledge the support from Saarland University, and E.V. is grateful to the Academy of Finland, grant 127634, for partial support. We are grateful to Peter Parczewski and an anonymous referee for useful comments.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Esko Valkeila .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2011 Springer-Verlag Berlin Heidelberg

About this chapter

Cite this chapter

Bender, C., Sottinen, T., Valkeila, E. (2011). Fractional Processes as Models in Stochastic Finance. In: Di Nunno, G., Øksendal, B. (eds) Advanced Mathematical Methods for Finance. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-18412-3_3

Download citation

Publish with us

Policies and ethics