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Izvestiya: Mathematics, 2012, Volume 76, Issue 6, Pages 1271–1285
DOI: https://doi.org/10.1070/IM2012v076n06ABEH002624
(Mi im7333)
 

This article is cited in 2 scientific papers (total in 2 papers)

On some properties of classes of events for which the conditions for the uniform convergence of the relative frequencies to probabilities fail to hold

A. Ya. Chervonenkis

Institute of Control Sciences, Russian Academy of Sciences
References:
Abstract: We show that, if a system of events $S$ does not satisfy the conditions for the uniform convergence of the relative frequencies to probabilities, that is, if the limit entropy per symbol is greater than zero, then there is necessarily an event $T$ having the following two properties: if $x^l$ is an independent random sample and $x^l(T)$ is the part of $x^l$ belonging to $T$, then the system of events induces all possible subsamples on $x^l(T)$ with probability $1$, and the probability measure of $T$ is precisely equal to the limit entropy per symbol.
Keywords: uniform convergence of related frequencies to probabilities, entropy, index of a system of sets with respect to a sample.
Received: 14.03.2011
Bibliographic databases:
Document Type: Article
UDC: 519.22
MSC: Primary 60F15; Secondary 37A30, 37A50, 60C05, 60G10
Language: English
Original paper language: Russian
Citation: A. Ya. Chervonenkis, “On some properties of classes of events for which the conditions for the uniform convergence of the relative frequencies to probabilities fail to hold”, Izv. Math., 76:6 (2012), 1271–1285
Citation in format AMSBIB
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\by A.~Ya.~Chervonenkis
\paper On some properties of classes of events for which the conditions
for the uniform convergence of the relative frequencies to probabilities fail to hold
\jour Izv. Math.
\yr 2012
\vol 76
\issue 6
\pages 1271--1285
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\crossref{https://doi.org/10.1070/IM2012v076n06ABEH002624}
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Linking options:
  • https://www.mathnet.ru/eng/im7333
  • https://doi.org/10.1070/IM2012v076n06ABEH002624
  • https://www.mathnet.ru/eng/im/v76/i6/p207
  • This publication is cited in the following 2 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    Известия Российской академии наук. Серия математическая Izvestiya: Mathematics
     
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