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Sibirskii Matematicheskii Zhurnal, 2022, Volume 63, Number 1, Pages 58–76
DOI: https://doi.org/10.33048/smzh.2022.63.104
(Mi smj7641)
 

On the existence conditions for exact large deviation principles

A. A. Borovkov

Sobolev Institute of Mathematics, Siberian Branch of the Russian Academy of Sciences, Novosibirsk
References:
Abstract: We consider large deviation principles (LDPs) for random walks and renewal compound processes. We expose and analyze the approaches to finding existence conditions for “exact” large deviation principles valid under minimal moment conditions. By exact large deviation principles we understand statements on the existence of exact limits for the asymptotics of the probabilities under study and the values of these limits rather than on the existence of upper and lower limits for these asymptotics, as for the ordinary large deviation principles. In addition to the known results, the new versions of conditions are found that ensure the existence of exact LDPs under the minimal Cramér's moment condition. The article is based on the text of a talk prepared for a conference cancelled because of the pandemic.
Keywords: random walks, renewal compound processes, large deviation principle, extended large deviation principle, exact large deviation principle, thin boundaries.
Funding agency Grant number
Russian Foundation for Basic Research 18–01–00101а
Siberian Branch of Russian Academy of Sciences I.1.3 (проект № 0314–2016–0008)
The author was supported by the Program of Basic Scientific Research of the Siberian Branch of the Russian Academy of Sciences (Grant no. I.1.3, Project 0314–2016–0008) as well as funded by the Russian Foundation for Basic Research (Grant no. 18–01–00101a).
Received: 07.12.2021
Revised: 07.12.2021
Accepted: 10.12.2021
English version:
Siberian Mathematical Journal, 2022, Volume 63, Issue 1, Pages 48–64
DOI: https://doi.org/10.1134/S0037446622010049
Bibliographic databases:
Document Type: Article
UDC: 519.21
Language: Russian
Citation: A. A. Borovkov, “On the existence conditions for exact large deviation principles”, Sibirsk. Mat. Zh., 63:1 (2022), 58–76; Siberian Math. J., 63:1 (2022), 48–64
Citation in format AMSBIB
\Bibitem{Bor22}
\by A.~A.~Borovkov
\paper On the existence conditions for exact large deviation principles
\jour Sibirsk. Mat. Zh.
\yr 2022
\vol 63
\issue 1
\pages 58--76
\mathnet{http://mi.mathnet.ru/smj7641}
\crossref{https://doi.org/10.33048/smzh.2022.63.104}
\mathscinet{http://mathscinet.ams.org/mathscinet-getitem?mr=4440265}
\transl
\jour Siberian Math. J.
\yr 2022
\vol 63
\issue 1
\pages 48--64
\crossref{https://doi.org/10.1134/S0037446622010049}
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    Сибирский математический журнал Siberian Mathematical Journal
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