Skip to main content

Advertisement

Log in

A Berry-Esséen Inequality without Higher Order Moments

  • Published:
Sankhya A Aims and scope Submit manuscript

Abstract

In this note, a generalized form of the celebrated Berry-Esséen inequality is developed assuming only second-order moments to exist in the case of independent but not identically distributed random variables. The result generalizes and unifies many well known and highly used forms of the Berry-Esséen inequality.

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

  • Ahmad, I. and Lin, P. -E. (1977). A berry-esseen type theorem. Utilitas Math., 11, 153–160.

    MathSciNet  MATH  Google Scholar 

  • Feller, W. (2008) An introduction to probability theory and its applications, Volume 2. John Wiley & Sons.

  • Petrov, V. V. (1965) An estimate of the deviation of the distribution of a sum of independent random variables from the normal law. In Dokl. Akad. Nauk, Volume 160, pp. 1013-1015.

  • Petrov, V. V. (1995). Limit theorems of probability theory Volume 358. Clarendon Press, Oxford.

    Google Scholar 

  • Prokhorov, I. and Statulevicius, V. (2000) Limit theorems of probability theory, Volume 6. Springer Science & Business Media.

  • Serfling, R. J. (2009) Approximation theorems of mathematical statistics, Volume 162. John Wiley & Sons.

  • Van Beek, P. (1972). An application of fourier methods to the problem of sharpening the berry-esseen inequality. Z. Wahrscheinlichkeitstheorie Verwandte Geb. 23, 3, 187–196.

    Article  MathSciNet  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ningning Wang.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Wang, N., Ahmad, I.A. A Berry-Esséen Inequality without Higher Order Moments. Sankhya A 78, 180–187 (2016). https://doi.org/10.1007/s13171-016-0084-0

Download citation

  • Received:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s13171-016-0084-0

Keywords and phrases

AMS (2000) subject classification

Navigation