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Probability Theory and Related Fields
Article . 1988 . Peer-reviewed
License: Springer TDM
Data sources: Crossref
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zbMATH Open
Article . 1988
Data sources: zbMATH Open
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Elementary symmetric polynomials of increasing order

Authors: A.J. van Es (Bert); R. Helmers (Roelof);

Elementary symmetric polynomials of increasing order

Abstract

The asymptotic behaviour of elementary symmetric polynomials \(S_ n^{(k)}\) of order k, based on n independent and identically distributed random variables \(X_ 1,...,X_ n\), is investigated for the case that both k and n get large. If \(k=o(n^{1/2})\), then the distribution function of a suitably normalized \(S_ n^{(k)}\) is shown to converge to a standard normal limit. The speed of this convergence to normality is of order \(O(kn^{-})\), provided \[ k=O(\log ^{-1} n \log _ 2^{-1} n n^{1/2}) \] and certain natural moment assumptions are imposed. This order bound is sharp, and cannot be inferred from one of the existing Berry-Esseen bounds for U-statistics. If \(k\to \infty\) at the rate \(n^{1/2}\) then a non-normal weak limit appears, provided the \(X_ j's\) are positive and \(S_ n^{(k)}\) is standardized appropriately. On the other hand, if \(k\to \infty\) at a rate faster than \(n^{1/2}\) then it is shown that for positive \(X_ j's\) there exists no linear norming which causes \(S_ n^{(k)}\) to converge weakly to a non degenerate weak limit.

Country
Netherlands
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Keywords

Central limit and other weak theorems, asymptotic behaviour of elementary symmetric polynomials, degenerate weak limit, non-normal weak limits, Berry-Esseen bounds for U-statistics

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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!
14
Average
Top 10%
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