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Zapiski Nauchnykh Seminarov POMI, 2013, Volume 412, Pages 138–180 (Mi znsl5645)  

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

Large Deviation Principle for moderate deviation probabilities of empirical bootstrap measure

M. S. Ermakovab

a St. Petersburg State University, St. Petersburg, Russia
b Mechanical Engineering Problems Institute of RAS, St. Petersburg, Russia
Full-text PDF (450 kB) Citations (3)
References:
Abstract: We prove two LDPs (LDP) in the zone of moderate deviation probabilities. First we establish LDP for the conditional distributions of moderate deviations of empirical bootstrap measure given empirical probability measure. Second we establish LDP for the joint distribution of empirical measure and empirical bootstrap measure. Using these LDPs, on the base of contraction principle, we deduce similar LDPs for statistical functionals having the Hadamard derivatives. The LDPs for moderate deviations of empirical quantile processes and empirical bootstrap copula function are given as illustration of these results.
Key words and phrases: Large Deviation Principle, moderate deviations, bootstrap, empirical measure.
Received: 12.11.2012
English version:
Journal of Mathematical Sciences (New York), 2015, Volume 204, Issue 1, Pages 90–115
DOI: https://doi.org/10.1007/s10958-014-2189-0
Bibliographic databases:
Document Type: Article
UDC: 519.2
Language: Russian
Citation: M. S. Ermakov, “Large Deviation Principle for moderate deviation probabilities of empirical bootstrap measure”, Probability and statistics. Part 19, Zap. Nauchn. Sem. POMI, 412, POMI, St. Petersburg, 2013, 138–180; J. Math. Sci. (N. Y.), 204:1 (2015), 90–115
Citation in format AMSBIB
\Bibitem{Erm13}
\by M.~S.~Ermakov
\paper Large Deviation Principle for moderate deviation probabilities of empirical bootstrap measure
\inbook Probability and statistics. Part~19
\serial Zap. Nauchn. Sem. POMI
\yr 2013
\vol 412
\pages 138--180
\publ POMI
\publaddr St.~Petersburg
\mathnet{http://mi.mathnet.ru/znsl5645}
\mathscinet{http://mathscinet.ams.org/mathscinet-getitem?mr=3073542}
\transl
\jour J. Math. Sci. (N. Y.)
\yr 2015
\vol 204
\issue 1
\pages 90--115
\crossref{https://doi.org/10.1007/s10958-014-2189-0}
\scopus{https://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-84925510949}
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  • https://www.mathnet.ru/eng/znsl5645
  • https://www.mathnet.ru/eng/znsl/v412/p138
  • 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
    Записки научных семинаров ПОМИ
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    References:43
     
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