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On the limit behaviour of the joint distribution function of order statistics

Identifieur interne : 000C02 ( Istex/Corpus ); précédent : 000C01; suivant : 000C03

On the limit behaviour of the joint distribution function of order statistics

Auteurs : H. Finner ; M. Roters

Source :

RBID : ISTEX:9FA2E656ADA56DDE92FF71B2F4FF997F25C91F47

Abstract

Abstract: Fork ∈ ℕ0 fixed we consider the joint distribution functionF n k of then-k smallest order statistics ofn real-valued independent, identically distributed random variables with arbitrary cumulative distribution functionF. The main result of the paper is a complete characterization of the limit behaviour ofF n k (x 1,⋯,x n-k) in terms of the limit behaviour ofn(1-F(x n)) ifn tends to infinity, i.e., in terms of the limit superior, the limit inferior, and the limit if the latter exists. This characterization can be reformulated equivalently in terms of the limit behaviour of the cumulative distribution function of the (k+1)-th largest order statistic. All these results do not require any further knowledge about the underlying distribution functionF.

Url:
DOI: 10.1007/BF01720590

Links to Exploration step

ISTEX:9FA2E656ADA56DDE92FF71B2F4FF997F25C91F47

Le document en format XML

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<abstract lang="en">Abstract: Fork ∈ ℕ0 fixed we consider the joint distribution functionF n k of then-k smallest order statistics ofn real-valued independent, identically distributed random variables with arbitrary cumulative distribution functionF. The main result of the paper is a complete characterization of the limit behaviour ofF n k (x 1,⋯,x n-k) in terms of the limit behaviour ofn(1-F(x n)) ifn tends to infinity, i.e., in terms of the limit superior, the limit inferior, and the limit if the latter exists. This characterization can be reformulated equivalently in terms of the limit behaviour of the cumulative distribution function of the (k+1)-th largest order statistic. All these results do not require any further knowledge about the underlying distribution functionF.</abstract>
<note>Distribution</note>
<relatedItem type="host">
<titleInfo>
<title>Annals of the Institute of Statistical Mathematics</title>
</titleInfo>
<titleInfo type="abbreviated">
<title>Ann Inst Stat Math</title>
</titleInfo>
<genre type="journal" displayLabel="Archive Journal"></genre>
<originInfo>
<dateIssued encoding="w3cdtf">1994-06-01</dateIssued>
<copyrightDate encoding="w3cdtf">1994</copyrightDate>
</originInfo>
<subject>
<genre>Statistics</genre>
<topic>Statistics, general</topic>
<topic>Statistics for Business/Economics/Mathematical Finance/Insurance</topic>
</subject>
<identifier type="ISSN">0020-3157</identifier>
<identifier type="eISSN">1572-9052</identifier>
<identifier type="JournalID">10463</identifier>
<identifier type="IssueArticleCount">14</identifier>
<identifier type="VolumeIssueCount">4</identifier>
<part>
<date>1994</date>
<detail type="volume">
<number>46</number>
<caption>vol.</caption>
</detail>
<detail type="issue">
<number>2</number>
<caption>no.</caption>
</detail>
<extent unit="pages">
<start>343</start>
<end>349</end>
</extent>
</part>
<recordInfo>
<recordOrigin>The Institute of Statistical Mathematics, 1994</recordOrigin>
</recordInfo>
</relatedItem>
<identifier type="istex">9FA2E656ADA56DDE92FF71B2F4FF997F25C91F47</identifier>
<identifier type="DOI">10.1007/BF01720590</identifier>
<identifier type="ArticleID">BF01720590</identifier>
<identifier type="ArticleID">Art10</identifier>
<accessCondition type="use and reproduction" contentType="copyright">The Institute of Statistical Mathematics, 1994</accessCondition>
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<recordContentSource>SPRINGER</recordContentSource>
<recordOrigin>The Institute of Statistical Mathematics, 1994</recordOrigin>
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<serie></serie>
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