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Diskretnaya Matematika, 2015, Volume 27, Issue 4, Pages 141–149
DOI: https://doi.org/10.4213/dm1353
(Mi dm1353)
 

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

On the asymptotic normality of some sums of dependent random variables

M. I. Tikhomirovaa, V. P. Chistyakovb

a Academy of Cryptography of Russian Federation
b Steklov Mathematical Institute of Russian Academy of Sciences, Moscow
Full-text PDF (443 kB) Citations (2)
References:
Abstract: A theorem on the asymptotic normality of the sum of dependent random variables is stated and proved. Conditions of the theorem are formulated in terms of a dependency graph which characterizes the relationships between random variables. This theorem is used to prove the asymptotic normality of the sum of functions defined on subsets of elements of the stationary sequence satisfying the strong mixing condition. As an illustration of possible applications of these theorems we give a theorem on the asymptotic normality of the number of empty cells if the random sequence of cells occupied by particles is a stationary sequence satisfying the uniform strong mixing condition.
Keywords: sums of dependent variables, asymptotic normality, dependency graph, strong mixing condition.
Received: 12.01.2015
English version:
Discrete Mathematics and Applications, 2017, Volume 27, Issue 2, Pages 123–129
DOI: https://doi.org/10.1515/dma-2017-0015
Bibliographic databases:
Document Type: Article
UDC: 519.214.5
Language: Russian
Citation: M. I. Tikhomirova, V. P. Chistyakov, “On the asymptotic normality of some sums of dependent random variables”, Diskr. Mat., 27:4 (2015), 141–149; Discrete Math. Appl., 27:2 (2017), 123–129
Citation in format AMSBIB
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Linking options:
  • https://www.mathnet.ru/eng/dm1353
  • https://doi.org/10.4213/dm1353
  • https://www.mathnet.ru/eng/dm/v27/i4/p141
  • 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
    Дискретная математика
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    Abstract page:390
    Full-text PDF :190
    References:36
    First page:29
     
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