Skip to main content
Log in

Limit theorems for nonnegative independent random variables with truncation

  • Published:
Acta Mathematica Hungarica Aims and scope Submit manuscript

Abstract

We investigate asymptotic behavior of sums of independent and truncated random variables specified by P (0 \({\leqq X < \infty}\)) = 1 and P \({(X > x) \asymp x^{-\alpha }}\) for \({\alpha > 0}\). By varying truncation levels we study strong laws of large numbers and central limit theorems. These are extensions of the results of Győrfi and Kevei [12] concerning the St. Petersburg game.

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

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Adler A.: Generalized one-sided laws of the iterated logarithm for random variables barely with or without finite mean. J. Theoret. Prob., 3, 587–597 (1990)

    Article  MATH  Google Scholar 

  2. P. Billingsley, Probability and Measure, Wiley; Anniversary Edition edition (2012).

  3. N. Bingham, C. Goldie and J. Teugels, Regular Variation, Cambridge UP (1989).

  4. S. Csörgő and G. Simons, A strong law of large numbers for trimmed sums, with applications to generalized St. Petersburg games, Statist. Probab. Lett., 26 (1996), 65–73.

  5. P. Embrechts, C. Klueppelberg and T. Mikosch, Modelling Extremal Events: for Insurance and Finance, 4th corr. pr. (1997).

  6. W. Feller, An Introduction to Probability Theory and Its Applications, Vol. 1, 3rd Ed. (1968).

  7. W. Feller, An Introduction to Probability Theory and Its Applications, Vol. 2, 2nd Ed. (1966).

  8. B. Gnedenko and A. Kolmogorov, Limit Distributions for Sums of Independent Random Variables, Addison-Wesley (1968).

  9. A. Gut, Probability: A Graduate Course, Springer Texts in Statistics, Springer (New York, 2005).

  10. A. Gut, Limit theorems for a generalized St. Petersburg game, J. Appl. Probab., 47 (2010), 752–760. Correction, http://www2.math.uu.se/~allan/86correction.pdf

  11. A. Gut and A. Martin-Löf, Generalized St. Petersburg game revisited, Math. Stat. Stockholm Univ., Research Report 2013, 3.

  12. L. Győrfi and P. Kevei, On the rate of convergence of the St. Petersburg game, Period. Math. Hung., 62, (2011), 13–37.

  13. K. Matsumoto and T. Nakata, Limit theorems for a generalized Feller game, J. Appl. Prob., 50 (2013), 54–63.

  14. V. Petrov, Limit Theorems of Probability Theory: Sequences of Independent Random Variables, Oxford Univ. Press (1995).

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to T. Nakata.

Additional information

This research was supported by KAKENHI 21540133 of Japan Society for the Promotion of Science.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Nakata, T. Limit theorems for nonnegative independent random variables with truncation. Acta Math. Hungar. 145, 1–16 (2015). https://doi.org/10.1007/s10474-014-0474-5

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10474-014-0474-5

Keywords and phrases

Mathematics Subject Classification

Navigation