Skip to main content
Log in

The decomposition theorem for functions satisfying the law of large numbers

  • Published:
Journal of Theoretical Probability Aims and scope Submit manuscript

Abstract

LetB be a Banach space with the Radon-Nikodym property and (S, ϕ, μ) a probability space. Then anf: S→B satisfies the strong law of large numbers if and only if there exists a Bochner integrable functionf 1 and a Pettis integrable functionf 2,f 2f 2‖=0 in the Glivenko-Cantelli norm, such thatf=f 1+f 2. The composition is unique.

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. Bourgin, R. D. (1983). Geometric aspects of convex sets with the Radon-Nikodym property.Lecture Notes in Mathematics No. 993, Springer-Verlag, Berlin.

    Google Scholar 

  2. Diestel, J., and Uhl, J. J. (1977). Vector measures.Mathematical Surveys 15, American Mathematical Society, Providence, Rhode Island.

    Google Scholar 

  3. Dobric, V. (1987). The law of large numbers, examples and counterexamples.Math. Scand. 60, 273–291.

    Google Scholar 

  4. Fremlin, D. H., and Talagrand, N. (1979). A decomposition theorem for additive set-functions, with applications to Pettis integrals and ergodic means.Math. Z. 168, 117–142.

    Google Scholar 

  5. Hoffman-Jorgensen, J. (1985). The law of large numbers for nonmeasurable and nonseparable random elements.Asterisque 311, 299–356.

    Google Scholar 

  6. Talagrand, N. (1987). The Glivenko-Cantelli problem.Ann. Prob. 15, 837–870.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

Dobric, V. The decomposition theorem for functions satisfying the law of large numbers. J Theor Probab 3, 489–496 (1990). https://doi.org/10.1007/BF01046091

Download citation

  • Received:

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF01046091

Key words

Navigation