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Modern Stochastics: Theory and Applications
Article . 2017 . Peer-reviewed
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Article . 2017
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https://dx.doi.org/10.48550/ar...
Article . 2017
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Randomly stopped maximum and maximum of sums with consistently varying distributions

Authors: Andrulytė, Ieva Marija; Manstavičius, Martynas; Šiaulys, Jonas;

Randomly stopped maximum and maximum of sums with consistently varying distributions

Abstract

Let $\{��_1,��_2,\ldots\}$ be a sequence of independent random variables, and $��$ be a counting random variable independent of this sequence. In addition, let $S_0:=0$ and $S_n:=��_1+��_2+\cdots+��_n$ for $n\geqslant1$. We consider conditions for random variables $\{��_1,��_2,\ldots\}$ and $��$ under which the distribution functions of the random maximum $��_{(��)}:=\max\{0,��_1,��_2,\ldots,��_��\}$ and of the random maximum of sums $S_{(��)}:=\max\{S_0,S_1,S_2,\ldots,S_��\}$ belong to the class of consistently varying distributions. In our consideration the random variables $\{��_1,��_2,\ldots\}$ are not necessarily identically distributed.

Published at http://dx.doi.org/10.15559/17-VMSTA74 in the Modern Stochastics: Theory and Applications (https://www.i-journals.org/vtxpp/VMSTA) by VTeX (http://www.vtex.lt/)

Country
Lithuania
Related Organizations
Keywords

T57-57.97, Applied mathematics. Quantitative methods, Sums of independent random variables; random walks, heavy tail, independent random variables, Probability (math.PR), randomly stopped maximum of sums, closure property, consistently varying tail, QA1-939, FOS: Mathematics, Probability distributions: general theory, sums, Heavy tail, randomly stopped maximum, Mathematics, Mathematics - Probability

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
5
Average
Average
Average
Green
gold