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Teoriya Veroyatnostei i ee Primeneniya, 1984, Volume 29, Issue 1, Pages 164–170 (Mi tvp1989)  

Short Communications

On the rate of convergence of the distribution of a quadratic measure of deviation of nonparametric density estimates

Š. A. Hašimov

Taškent
Abstract: Let $X_1, X_2, \dots$ be a sequence of independent identically distributed real-valued random variables with density $f(x)$ and let $f_n(x)$ he a Parzen's estimate of $f(x)$. We prove that the distribution of a quadratic functional
$$ \int_{-\infty}^\infty[f_n(x)-f(x)]^2a(x)\,dx $$
is asymptotically normal and obtain some estimates of the rate of convergence.
Received: 24.04.1981
English version:
Theory of Probability and its Applications, 1985, Volume 29, Issue 1, Pages 163–169
DOI: https://doi.org/10.1137/1129022
Bibliographic databases:
Document Type: Article
Language: Russian
Citation: Š. A. Hašimov, “On the rate of convergence of the distribution of a quadratic measure of deviation of nonparametric density estimates”, Teor. Veroyatnost. i Primenen., 29:1 (1984), 164–170; Theory Probab. Appl., 29:1 (1985), 163–169
Citation in format AMSBIB
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\by {\v S}.~A.~Ha{\v s}imov
\paper On the rate of convergence of the distribution of a~quadratic measure of deviation of nonparametric density estimates
\jour Teor. Veroyatnost. i Primenen.
\yr 1984
\vol 29
\issue 1
\pages 164--170
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\mathscinet{http://mathscinet.ams.org/mathscinet-getitem?mr=739517}
\zmath{https://zbmath.org/?q=an:0554.60033|0531.60024}
\transl
\jour Theory Probab. Appl.
\yr 1985
\vol 29
\issue 1
\pages 163--169
\crossref{https://doi.org/10.1137/1129022}
\isi{https://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=Publons&SrcAuth=Publons_CEL&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=A1985AFG0600022}
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