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Teoriya Veroyatnostei i ee Primeneniya, 2016, Volume 61, Issue 4, Pages 626–658
DOI: https://doi.org/10.4213/tvp5081
(Mi tvp5081)
 

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

Small deviations of sums of correlated stationary Gaussian sequences

F. Aurzadaa, M. A. Lifshitsb

a Technische Universität Darmstadt
b St. Petersburg State University, Department of Mathematics and Mechanics
Full-text PDF (372 kB) Citations (3)
References:
Abstract: We consider the small deviation probabilities (SDP) in the uniform norm for sums of stationary Gaussian sequences. For the cases of constant boundaries and boundaries tending to zero, we obtain quite general results. For the case of the boundaries tending to infinity, we focus our attention on the discrete analogues of the fractional Brownian motion (FBM). It turns out that the lower bounds for the SDP can be transferred from the well-studied FBM case to the discrete time setting under the usual assumptions that imply weak convergence, while the transfer of the corresponding upper bounds necessarily requires a deeper knowledge of the spectral structure of the underlying stationary sequence.
Keywords: fractional Brownian motion, fractional Gaussian noise, Gaussian process, small deviation probability, stationary Gaussian sequence.
Funding agency Grant number
Russian Foundation for Basic Research 16-01-00258
Received: 26.07.2016
English version:
Theory of Probability and its Applications, 2017, Volume 61, Issue 4, Pages 540–568
DOI: https://doi.org/10.1137/S0040585X97T988356
Bibliographic databases:
Document Type: Article
Language: Russian
Citation: F. Aurzada, M. A. Lifshits, “Small deviations of sums of correlated stationary Gaussian sequences”, Teor. Veroyatnost. i Primenen., 61:4 (2016), 626–658; Theory Probab. Appl., 61:4 (2017), 540–568
Citation in format AMSBIB
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  • https://www.mathnet.ru/eng/tvp5081
  • https://doi.org/10.4213/tvp5081
  • https://www.mathnet.ru/eng/tvp/v61/i4/p626
  • 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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