Skip to main content
Log in

A Generalization of N. N. Chentsov’s Projection Estimates

  • Published:
Journal of Mathematical Sciences Aims and scope Submit manuscript

In 1962, N. N. Chentsov suggested the following method of estimation of a functional parameter θ belonging to a Hilbert space H. He suggested to project θ to finite-dimensional subspaces of H and consider as estimates of θ estimates of these projections. In this paper, we suggest to consider the projections on all reproducing kernel subspaces of H. Bibliography: 15 titles.

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. N. N. Chentsov, “A bound for an unknown distribution density in terms of observations,” Dokl. Akad. Nauk SSSR, 147, 45–48 (1962).

    MathSciNet  Google Scholar 

  2. A. N. Kolmogorov, “¨Uber die beste Ann¨aherung von Funktionen einer gegebenen Funktionalklassen,” Ann. Math., 37, 107–111 (1936).

    Article  MATH  MathSciNet  Google Scholar 

  3. V. M. Tikhomirov, Some Questions in Approximation Theory [In Russian], Moscow Univ. Publ. (1976).

  4. V. M. Tikhomirov, “Theory of approximations,” Itogi Nauki Tekhn., 14, 103–270 (1987).

    MATH  MathSciNet  Google Scholar 

  5. Theoretical Foundations and the Construction of Numerical Algorithms for Problems of Mathematical Physics [in Russian], K. I. Babenko et al. (eds), Moscow (1979).

  6. I. A. Ibragimov and R. Z. Khasminskii, “An estimate of the density of a distribution belonging to a class of entire functions,” Teor. Veroyatn. Primen., 27, 514–524 (1982).

    MATH  MathSciNet  Google Scholar 

  7. I. A. Ibragimov, “On a characteristic of exactness in the estimation of the density of a distribution,” Teor. Veroyatn. Primen., 38, 425–431 (1993).

    MATH  Google Scholar 

  8. K. Iosida, Functional Analysis [Russian translation], Moscow (1967).

  9. N. Aronzain, “Theory of reproducing kernels,” Trans. Amer. Math. Soc., 68, 337–404 (1950).

    Article  MathSciNet  Google Scholar 

  10. I. A. Ibragimov and R. Z. Khasminskii, Asymptotic Theory of Estimation [in Russian], Moscow (1979).

  11. J. Kingman, Poisson Processes [Russian translation], Moscow (2007).

  12. U. Grenander, Abstract Inference, J. Wiley, New York (1981).

    MATH  Google Scholar 

  13. M. Brown, “Discrimination of Poisson processes,” Ann. Math. Statist., 42, 773–776 (1971).

    Article  MATH  Google Scholar 

  14. Yu. A. Kutoyants, Introduction to Statistics of Poisson Processes, Springer (2012).

  15. I. A. Ibragimov and R. Z. Khasminskii, “On the estimation of a signal, its derivatives, and the maximum point for Gaussian observations,” Teor. Veroyatn. Primen., 25, 718–733 (1980).

    MATH  MathSciNet  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to I. A. Ibragimov.

Additional information

Translated from Zapiski Nauchnykh Seminarov POMI, Vol. 412, 2013, pp. 180–205.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Ibragimov, I.A. A Generalization of N. N. Chentsov’s Projection Estimates. J Math Sci 204, 116–133 (2015). https://doi.org/10.1007/s10958-014-2190-7

Download citation

  • Received:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10958-014-2190-7

Keywords

Navigation