Skip to main content

A Characterization of Small and Large Time Limit Laws for Self-normalized Lévy Processes

  • Conference paper
  • First Online:
Limit Theorems in Probability, Statistics and Number Theory

Part of the book series: Springer Proceedings in Mathematics & Statistics ((PROMS,volume 42))

Abstract

We establish asymptotic distribution results for self-normalized Lévy processes at small and large times that are analogs of those of Chistyakov and Götze [Ann. Probab. 32:28–77, 2004] for self-normalized sums.

AMS 2000 Subject Classifications: 60F05, 60F17, 60G51.

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 129.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 169.99
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. F. Beichelt, Stochastic Processes in Science, Engineering and Finance (CRC Press LLC, Boca Raton, 2006)

    Book  MATH  Google Scholar 

  2. J. Bertoin, Lévy Processes (Cambridge University Press, Cambridge, 1996)

    MATH  Google Scholar 

  3. G.P. Chistyakov, F. Götze, Limit distributions of studentized sums. Ann. Probab. 32, 28–77 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  4. R.A. Doney, R.A. Maller, Stability and attraction to Normality for Lévy processes at zero and infinity. J. Theor. Probab. 15, 751–792 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  5. E. Giné, D.M. Mason, On the LIL for self-normalized sums of IID random variables. J. Theor. Probab.11, 351–370 (1998)

    Article  MATH  Google Scholar 

  6. E. Giné, F. Götze, D.M. Mason, When is the student t-statistic asymptotically standard normal? Ann. Probab.25, 1514–1531 (1997)

    Article  MathSciNet  MATH  Google Scholar 

  7. P.S. Griffin, Tightness of the Student T-statistic. Electron. Comm. Probab. 7, 181–190 (2002)

    MathSciNet  Google Scholar 

  8. O. Kallenberg, Foundations of Modern Probability, 2nd edn. (Springer, Berlin, 2001)

    Google Scholar 

  9. B.F. Logan, C.L. Mallows, S.O. Rice, L. Shepp, Limit distributions of self-normalized sums. Ann. Probab. 1, 788–809 (1973)

    Article  MathSciNet  MATH  Google Scholar 

  10. R.A. Maller, D.M. Mason, Convergence in distribution of Lévy processes at small times with self-normalisation. Acta Sci. Math. (Szeged) 74, 315–347 (2008)

    MathSciNet  MATH  Google Scholar 

  11. R.A. Maller, D.M. Mason, Stochastic compactness of Lévy processes, in Proceedings of High Dimensional Probability V , Luminy, France, 2008, ed. by C. Houdré, V. Kolthchinskii, M. Peligrad, D. Mason. I.M.S. Collections, High Dimensional Probability V: The Luminy Volume, vol. 5 (Institute of Mathematical Statistics, Beachwood, 2009), pp. 239–257

    Google Scholar 

  12. R.A. Maller, D.M. Mason, Small-time compactness and convergence behavior of deterministically and self-normalised Lévy processes. Trans. Am. Math. Soc. 362, 2205–2248 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  13. D.M. Mason, The asymptotic distribution of self-normalized triangular arrays. J. Theor. Probab. 18, 853–870 (2005)

    Article  MATH  Google Scholar 

  14. D.M. Mason, J. Zinn, When does a randomly weighted self-normalized sum converge in distribution? Electron. Comm. Probab. 10, 70–81 (2005)

    MathSciNet  MATH  Google Scholar 

  15. K. Sato, Lévy Processes and Infinitely Divisible Distributions (Cambridge University Press, Cambridge, 1999)

    MATH  Google Scholar 

Download references

Acknowledgements

Research of Ross Maller was partially supported by ARC Grant DP1092502. Research of David M. Mason was partially supported by NSF Grant DMS–0503908.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to David M. Mason .

Editor information

Editors and Affiliations

Additional information

Dedicated to Friedrich Götze on the occasion of his sixtieth birthday.

Rights and permissions

Reprints and permissions

Copyright information

© 2013 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Maller, R., Mason, D.M. (2013). A Characterization of Small and Large Time Limit Laws for Self-normalized Lévy Processes. In: Eichelsbacher, P., Elsner, G., Kösters, H., Löwe, M., Merkl, F., Rolles, S. (eds) Limit Theorems in Probability, Statistics and Number Theory. Springer Proceedings in Mathematics & Statistics, vol 42. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-36068-8_8

Download citation

Publish with us

Policies and ethics