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Sistemy i Sredstva Informatiki [Systems and Means of Informatics], 2012, Volume 22, Issue 2, Pages 197–226 (Mi ssi287)  

This article is cited in 3 scientific papers (total in 3 papers)

Nonparametric estimation of the density of a mixture of probability laws

V. Yu. Korolevab, A. Yu. Korchaginb, O. A. Morevac

a IPI RAN
b M. V. Lomonosov Moscow State University
c Ulm University, Germany
Full-text PDF (903 kB) Citations (3)
References:
Abstract: Kernel estimates of probability densities are empirically compared with the estimates obtained by some versions of the EM (expectation-maximization) algorithm on artificial samples generated from various classes of probability distributions. A grid modification of the EM-algorithm is also considered.
Keywords: kernel density estimator; EM-algorithm; grid method of separation of mixtures.
Document Type: Article
Language: Russian
Citation: V. Yu. Korolev, A. Yu. Korchagin, O. A. Moreva, “Nonparametric estimation of the density of a mixture of probability laws”, Sistemy i Sredstva Inform., 22:2 (2012), 197–226
Citation in format AMSBIB
\Bibitem{KorKorMor12}
\by V.~Yu.~Korolev, A.~Yu.~Korchagin, O.~A.~Moreva
\paper Nonparametric estimation of~the~density of~a~mixture of~probability laws
\jour Sistemy i Sredstva Inform.
\yr 2012
\vol 22
\issue 2
\pages 197--226
\mathnet{http://mi.mathnet.ru/ssi287}
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  • https://www.mathnet.ru/eng/ssi287
  • https://www.mathnet.ru/eng/ssi/v22/i2/p197
  • This publication is cited in the following 3 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
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