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Zapiski Nauchnykh Seminarov POMI, 2017, Volume 457, Pages 183–193 (Mi znsl6442)  

On estimation of functions of a parameter observed in Gaussian noise

I. A. Ibragimovab

a St. Petersburg Department of Steklov Mathematical Institute of Russian Academy of Sciences, St. Petersburg, Russia
b Mathematics and Mechanics Faculty, St. Petersburg State University, St. Petersburg, Russia
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Abstract: The main problem of the paper looks as follows. A functional parameter $\theta\in\Theta\subset L_2(-\infty,\infty)$ is observed in Gaussian noise. The problem is to estimate the value $F(\theta)$ of a given function $F$. A construction of asymptotically efficient estimates for $F(\theta)$ is suggested under the conditions that $\Theta$ admits approximations by subspaces $H_T\subset L_2$ with the reproducing kernels $K_T(t, s)$, $K_T(t,t)\le T$.
Key words and phrases: nonparametric estimation problems, estimation of functions, reproducing kernel spaces.
Funding agency Grant number
Russian Foundation for Basic Research 17-01-00828
Received: 21.09.2017
English version:
Journal of Mathematical Sciences (New York), 2019, Volume 238, Issue 4, Pages 463–470
DOI: https://doi.org/10.1007/s10958-019-04250-9
Document Type: Article
UDC: 519.2
Language: Russian
Citation: I. A. Ibragimov, “On estimation of functions of a parameter observed in Gaussian noise”, Probability and statistics. Part 25, Zap. Nauchn. Sem. POMI, 457, POMI, St. Petersburg, 2017, 183–193; J. Math. Sci. (N. Y.), 238:4 (2019), 463–470
Citation in format AMSBIB
\Bibitem{Ibr17}
\by I.~A.~Ibragimov
\paper On estimation of functions of a~parameter observed in Gaussian noise
\inbook Probability and statistics. Part~25
\serial Zap. Nauchn. Sem. POMI
\yr 2017
\vol 457
\pages 183--193
\publ POMI
\publaddr St.~Petersburg
\mathnet{http://mi.mathnet.ru/znsl6442}
\transl
\jour J. Math. Sci. (N. Y.)
\yr 2019
\vol 238
\issue 4
\pages 463--470
\crossref{https://doi.org/10.1007/s10958-019-04250-9}
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  • This publication is cited in the following 1 articles:
    Citing articles in Google Scholar: Russian citations, English citations
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