Skip to main content
Log in

Stochastic compactness of distributions of sums of independent random variables with finite variances

  • Published:
Lithuanian Mathematical Journal Aims and scope Submit manuscript

Abstract

We consider sums of independent random variables within the scheme of series. We focus on the case where every summand has a zero mean and finite variance and sums have unit variances. We obtain a criterion of stochastic compactness (defined by W. Feller) for sequences of distributions of such sums. The condition of uniform asymptotic negligibility of summands is not supposed.

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. P. Billingsley, Convergence of Probability Measures, Wiley, New York, 1999.

    Book  MATH  Google Scholar 

  2. L. de Haan and S.I. Resnik, Stochastic compactness and point processes, J. Aust. Math. Soc., Ser. A, 37(3):307–316, 1984.

    Article  MathSciNet  MATH  Google Scholar 

  3. W. Feller, On regular variation and local limit theorems, in L.M. Le Cam and J. Neyman (Eds.), Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability, Vol. 2: Contributions to Probability Theory, Part 1, Univ. California Press, Berkeley, CA, 1967, pp. 373–388.

    Google Scholar 

  4. B.V. Gnedenko and A.N. Kolmogorov, Limit Distributions for Sums of Independent Random Variables, Addison-Wesley, Reading, MA, 1968.

    MATH  Google Scholar 

  5. P.S. Griffin, N.C. Jain, and W.E. Pruitt, Approximate local limit theorems for laws outside domains of attraction, Ann. Probab., 12(1):45–63, 1984.

    Article  MathSciNet  MATH  Google Scholar 

  6. P. Hall, Order of magnitude of the concentration function, Proc. Am. Math. Soc., 89(1):141–144, 1983.

    Article  MathSciNet  MATH  Google Scholar 

  7. N. C. Jain and S. Orey, Domain of partial attraction and tightness conditions, Ann. Probab., 8(3):584–599, 1980.

    Article  MathSciNet  MATH  Google Scholar 

  8. A.A. Khartov, Asymptotic analysis of average case approximation complexity of Hilbert space valued random elements, J. Complexity, 31(6):835–866, 2015.

    Article  MathSciNet  MATH  Google Scholar 

  9. A.A. Khartov, Criterions of relative and stochastic compactness for distributions of sums of independent random variables, Theory Probab. Appl., to appear.

  10. M.A. Lifshits and E.V. Tulyakova, Curse of dimensionality in approximation of random fields, Probab. Math. Stat., 26(1):97–112, 2006.

    MathSciNet  MATH  Google Scholar 

  11. R. Maller and D.M. Mason, Stochastic compactness of Lévy processes, in C. Houdré, V. Koltchinskii, D.M. Mason, and M. Peligrad (Eds.), High Dimensional Probability V: The Luminy Volume, IMS Collections, Vol. 5, IMS, Beachwood, OH, 2009, pp. 239–257.

    Chapter  Google Scholar 

  12. R.A. Maller, Relative stability, characteristic functions and stochastic compactness, J. Aust. Math. Soc., Ser. A, 28(4):499–509, 1979.

    Article  MathSciNet  MATH  Google Scholar 

  13. R.A. Maller, Some properties of stochastic compactness, J. Aust. Math. Soc., Ser. A, 30(3):264–277, 1981.

    Article  MathSciNet  MATH  Google Scholar 

  14. V.V. Petrov, Limit Theorems of Probability Theory: Sequences of Independent Random Variables, Oxford Stud. Probab., Vol. 4, Clarendon Press, Oxford, 1995.

    Google Scholar 

  15. W.E. Pruitt, The class of limit laws for stochastically compact normed sums, Ann. Probab., 11(4):962–969, 1983.

    Article  MathSciNet  MATH  Google Scholar 

  16. G. Siegel, Zero-one laws and weak convergence of sums of independent random variables, Math. Nachr., 86(1):333–346, 1978.

    Article  MathSciNet  MATH  Google Scholar 

  17. G. Siegel, Compactness of a sequence of sums of independent variables with values in a Hilbert space, Lith. Math. J., 21(4):331–341, 1981.

    Article  MathSciNet  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Alexey Khartov.

Additional information

The work was supported by the RFBR grant 16-01-00258 and partially supported by the Government of the Russian Federation (grant 074-U01), by Ministry of Science and Education of the Russian Federation (GOSZADANIE 2014/190, Project Nos. 14.Z50.31.0031 and 1.754.2014/K), and by grant MK-5001.2015.1 of the President of the Russian Federation.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Khartov, A. Stochastic compactness of distributions of sums of independent random variables with finite variances . Lith Math J 57, 196–203 (2017). https://doi.org/10.1007/s10986-017-9353-4

Download citation

  • Received:

  • Revised:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10986-017-9353-4

MSC

Keywords

Navigation