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Annals of the Institute of Statistical Mathematics
Article . 1987 . Peer-reviewed
License: Springer TDM
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image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
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Estimation of the extreme value and the extreme points

Authors: Dorea, Chang C. Y.;

Estimation of the extreme value and the extreme points

Abstract

Let f be a continuous function defined on some open measurable set \(A\subset R\) and let \(X_ 1,X_ 2,..\). be an i.i.d. sequence with an absolutely continuous distribution function G and \(P(A)=1\). Assume that \(y_ 0=\min \{f(x)\), \(x\in A\}0\) for which \(a_ n^{-1}(\min \{f(X_ 1),...,f(X_ n)\}-y_ 0)\) converges weakly to a distribution of the type \(1-\exp (- cy^{\alpha})\), where c and \(\alpha\) are positive constants. Using these results, he constructs a confidence interval for \(y_ 0\). The discussion for \(A\subset R^ k\), i.e. the multidimensional case, is also provided. The case where G is the uniform distribution, \(A\subset R^ k\) and there exists a unique minimum point \(x_ 0\) was considered by \textit{L. de Haan}, J. Am. Stat. Assoc. 76, 467-469 (1981; Zbl 0462.62031)].

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Keywords

uniform distribution, existence of limiting distribution, Asymptotic distribution theory in statistics, Central limit and other weak theorems, continuous function, Nonparametric tolerance and confidence regions, absolutely continuous distribution, confidence interval, extreme value estimation, Order statistics; empirical distribution functions, multidimensional case, minimum points, extreme value distribution

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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!
6
Average
Top 10%
Average
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