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Teoriya Veroyatnostei i ee Primeneniya, 2005, Volume 50, Issue 2, Pages 331–343
DOI: https://doi.org/10.4213/tvp110
(Mi tvp110)
 

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

An information-theoretic central limit theorem for finitely susceptible FKG systems

O. Johnson

Statistical Laboratory, Centre for Mathematical Sciences, University of Cambridge
References:
Abstract: We adapt arguments concerning entropy-theoretic convergence from the independent case to the case of Fortuin–Kasteleyn–Ginibre (FKG) random variables. FKG systems are chosen since their dependence structure is controlled through covariance alone, though in what follows we use many of the same arguments for weakly dependent random variables. As in previous work of Barron and Johnson, we consider random variables perturbed by small normals, since the FKG property gives us control of the resulting densities. We need to impose a finite susceptibility condition; that is, the covariance between one random variable and the sum of all the random variables should remain finite.
Keywords: normal convergence, entropy, Fisher information, FKG variables.
Received: 12.10.2001
English version:
Theory of Probability and its Applications, 2006, Volume 50, Issue 2, Pages 214–224
DOI: https://doi.org/10.1137/S0040585X97981676
Bibliographic databases:
Language: English
Citation: O. Johnson, “An information-theoretic central limit theorem for finitely susceptible FKG systems”, Teor. Veroyatnost. i Primenen., 50:2 (2005), 331–343; Theory Probab. Appl., 50:2 (2006), 214–224
Citation in format AMSBIB
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  • https://www.mathnet.ru/eng/tvp110
  • https://doi.org/10.4213/tvp110
  • https://www.mathnet.ru/eng/tvp/v50/i2/p331
  • 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
    Теория вероятностей и ее применения Theory of Probability and its Applications
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