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Journal of Mathematical Analysis and Applications
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Article . 2000
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Precise Asymptotics in the Baum–Katz and Davis Laws of Large Numbers

Precise asymptotics in the Baum-Katz and Davis laws of large numbers
Authors: Gut, Allan; Spătaru, Aurel;

Precise Asymptotics in the Baum–Katz and Davis Laws of Large Numbers

Abstract

Let \(X_1,X_2,\dots\) be a sequence of i.i.d. random variables with mean \(0\) and partial sums \(\{S_n, n\geq 1\}\). The law of large numbers is concerned with the probabilities \(P(|S_n|>\varepsilon n)\) as \(n\to\infty\). In order to study convergence rates, the classical Hsu-Robbins-Spitzer-Erdős-Baum-Katz results establish necessary and sufficient conditions on the moments in order for sums like \(\sum^\infty_{n=1} P(|S_n|> \varepsilon n)\) to converge. The present paper is devoted to another aspect, namely the limiting behaviour of the sums, in terms of \(\varepsilon\), as \(\varepsilon\to 0\). More precisely, the authors prove limit theorems for \(\sum^\infty_{n=1} n^{r/p- 2}P(|S_n|> \varepsilon n^{1/p})\), properly normalized, as \(\varepsilon\searrow 0\).

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Keywords

Baum–Katz law, stable distributions, Applied Mathematics, Fuk–Nagaev type inequality, convergence rates, Central limit and other weak theorems, Marcinkiewicz–Zygmund law, limiting behaviour of the sums, Analysis, tail probabilities of sums of i.i.d. random variables, Davis law

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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!
108
Top 10%
Top 1%
Top 10%
hybrid