Skip to main content

Local Risk-Minimization for Barndorff-Nielsen and Shephard Models with Volatility Risk Premium

  • Research Article
  • Chapter
  • First Online:
Book cover Advances in Mathematical Economics Volume 20

Part of the book series: Advances in Mathematical Economics ((MATHECON,volume 20))

Abstract

We derive representations of locally risk-minimizing strategies of call and put options for Barndorff-Nielsen and Shephard models: jump type stochastic volatility models whose squared volatility process is given by a non-Gaussian Ornstein-Uhlenbeck process. The general form of Barndorff-Nielsen and Shephard models includes two parameters: volatility risk premium β and leverage effect ρ. Arai and Suzuki (Local risk minimization for Barndorff-Nielsen and Shephard models. submitted. Available at http://arxiv.org/pdf/1503.08589v1) dealt with the same problem under constraint \(\beta = -\frac{1} {2}\). In this paper, we relax the restriction on β; and restrict ρ to 0 instead. We introduce a Malliavin calculus under the minimal martingale measure to solve the problem.

JEL Classification: G11, G12

Mathematics Subject Classification (2010): 91G20, 60H07

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 EPUB and 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
Hardcover Book
USD 54.99
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. Arai T, Suzuki R, Local risk minimization for Barndorff-Nielsen and Shephard models. submitted. Available at http://arxiv.org/pdf/1503.08589v1

  2. Barndorff-Nielsen OE, Shephard N (2001) Modelling by Lévy processes for financial econometrics. In: Barndorff-Nielsen OE, Mikosch T, Resnick S (eds) Lévy processes – theory and applications. Birkhäuser, Basel, pp 283–318

    Chapter  Google Scholar 

  3. Barndorff-Nielsen OE, Shephard N (2001) Non-Gaussian Ornstein-Uhlenbeck based models and some of their uses in financial econometrics. J R Stat Soc 63:167–241

    Article  MathSciNet  MATH  Google Scholar 

  4. Cont R, Tankov P (2004) Financial modelling with jump processes. Chapman & Hall, London

    Google Scholar 

  5. Ishikawa Y (2013) Stochastic calculus of variations for jump processes. Walter De Gruyter, Berlin

    Book  MATH  Google Scholar 

  6. Nicolato E, Venardos E (2003) Option pricing in stochastic volatility models of the Ornstein-Uhlenbeck type. Math Financ 13(4):445–466

    Article  MathSciNet  MATH  Google Scholar 

  7. Nualart D (1995) The Malliavin calculus and related topics. Springer, Berlin/New York

    Book  MATH  Google Scholar 

  8. Petrou E (2008) Malliavin calculus in Lévy spaces and applications to finance. Electron J Probab 27:852–879

    Article  MathSciNet  MATH  Google Scholar 

  9. Protter P (2004) Stochastic integration and differential equations. Springer, Berlin/New York

    MATH  Google Scholar 

  10. Renaud JF (2007) Calcul de Malliavin, processus de Lévy et applications en finance: quelques contributions. Dissertation, Université de Montréal. Available at http://neumann.hec.ca/pages/bruno.remillard/Theses/JFRenaud.pdf

    Google Scholar 

  11. Schoutens W (2003) Lévy processes in finance: pricing financial derivatives. Wiley, Hoboken

    Book  Google Scholar 

  12. Schweizer M (2001) A guided tour through quadratic hedging approaches. In: Jouini E, Cvitanić J, Musiela M (eds) Option pricing, interest rates and risk management. Handbooks in mathematical finance. Cambridge University Press, Cambridge, pp 538–574

    Chapter  Google Scholar 

  13. Schweizer M (2008) Local risk-minimization for multidimensional assets and payment streams. Banach Center Publ 83:213–229

    Article  MathSciNet  MATH  Google Scholar 

  14. Solé JL, Utzet F, Vives J (2007) Canonical Lévy process and Malliavin calculus. Stoch Process Appl 117:165–187

    Article  MATH  Google Scholar 

  15. Wang W, Qian L, Wang W (2013) Hedging strategy for unit-linked life insurance contracts in stochastic volatility models. WSEAS Trans Math 12(4):363–373

    MathSciNet  Google Scholar 

Download references

Acknowledgements

The author would like to thank to Jean-Pierre Fouque for fruitful discussion, and an anonymous referee for valuable comments and suggestions. This research was supported by Ishii memorial securities research promotion foundation.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Takuji Arai .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2016 Springer Science+Business Media Singapore

About this chapter

Cite this chapter

Arai, T. (2016). Local Risk-Minimization for Barndorff-Nielsen and Shephard Models with Volatility Risk Premium. In: Kusuoka, S., Maruyama, T. (eds) Advances in Mathematical Economics Volume 20. Advances in Mathematical Economics, vol 20. Springer, Singapore. https://doi.org/10.1007/978-981-10-0476-6_1

Download citation

  • DOI: https://doi.org/10.1007/978-981-10-0476-6_1

  • Received:

  • Revised:

  • Published:

  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-10-0475-9

  • Online ISBN: 978-981-10-0476-6

  • eBook Packages: Mathematics and StatisticsMathematics and Statistics (R0)

Publish with us

Policies and ethics