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Problemy Peredachi Informatsii, 2017, Volume 53, Issue 3, Pages 16–22 (Mi ppi2239)  

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

Information Theory

On coupling of probability distributions and estimating the divergence through variation

V. V. Prelov

Kharkevich Institute for Information Transmission Problems, Russian Academy of Sciences, Moscow, Russia
Full-text PDF (129 kB) Citations (3)
References:
Abstract: Let $X$ be a discrete random variable with a given probability distribution. For any $\alpha$, $0\le\alpha\le1$, we obtain precise values for both the maximum and minimum variational distance between $X$ and another random variable $Y$ under which an $\alpha$-coupling of these random variables is possible. We also give the maximum and minimum values for couplings of $X$ and $Y$ provided that the variational distance between these random variables is fixed. As a consequence, we obtain a new lower bound on the divergence through variational distance.
Funding agency Grant number
Russian Science Foundation 14-50-00150
The research was carried out at the Institute for Information Transmission Problems of the Russian Academy of Sciences at the expense of the Russian Science Foundation, project no. 14-50-00150.
Received: 22.11.2016
Revised: 10.02.2017
English version:
Problems of Information Transmission, 2017, Volume 53, Issue 3, Pages 215–221
DOI: https://doi.org/10.1134/S0032946017030024
Bibliographic databases:
Document Type: Article
UDC: 621.391.1+519.2
Language: Russian
Citation: V. V. Prelov, “On coupling of probability distributions and estimating the divergence through variation”, Probl. Peredachi Inf., 53:3 (2017), 16–22; Problems Inform. Transmission, 53:3 (2017), 215–221
Citation in format AMSBIB
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\pages 16--22
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  • https://www.mathnet.ru/eng/ppi2239
  • https://www.mathnet.ru/eng/ppi/v53/i3/p16
  • 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
    Проблемы передачи информации Problems of Information Transmission
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    Abstract page:282
    Full-text PDF :44
    References:42
    First page:5
     
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