<?xml version="1.0" encoding="utf-8"?>
<TEI xmlns="http://www.tei-c.org/ns/1.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:hal="http://hal.archives-ouvertes.fr/" xmlns:gml="http://www.opengis.net/gml/3.3/" xmlns:gmlce="http://www.opengis.net/gml/3.3/ce" version="1.1" xsi:schemaLocation="http://www.tei-c.org/ns/1.0 http://api.archives-ouvertes.fr/documents/aofr-sword.xsd">
  <teiHeader>
    <fileDesc>
      <titleStmt>
        <title>HAL TEI export of hal-01092916</title>
      </titleStmt>
      <publicationStmt>
        <distributor>CCSD</distributor>
        <availability status="restricted">
          <licence target="https://creativecommons.org/publicdomain/zero/1.0/">CC0 1.0 - Universal</licence>
        </availability>
        <date when="2026-05-19T12:16:00+02:00"/>
      </publicationStmt>
      <sourceDesc>
        <p part="N">HAL API Platform</p>
      </sourceDesc>
    </fileDesc>
  </teiHeader>
  <text>
    <body>
      <listBibl>
        <biblFull>
          <titleStmt>
            <title xml:lang="en">Robust M-estimator of scatter for large elliptical samples</title>
            <author role="aut">
              <persName>
                <forename type="first">Romain</forename>
                <surname>Couillet</surname>
              </persName>
              <email type="md5">50516bd64e9379247771d2e88e4a6b22</email>
              <email type="domain">gipsa-lab.grenoble-inp.fr</email>
              <idno type="idhal" notation="string">romain-couillet</idno>
              <idno type="idhal" notation="numeric">170874</idno>
              <idno type="halauthorid" notation="string">28102-170874</idno>
              <idno type="ORCID">https://orcid.org/0000-0001-5755-2090</idno>
              <idno type="IDREF">https://www.idref.fr/15645713X</idno>
              <affiliation ref="#struct-123689"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">F.</forename>
                <surname>Pascal</surname>
              </persName>
              <email type="md5">64140fbb623bdceb1c157470d282bf53</email>
              <email type="domain">centralesupelec.fr</email>
              <idno type="idhal" notation="string">frederic-pascal</idno>
              <idno type="idhal" notation="numeric">6713</idno>
              <idno type="halauthorid" notation="string">202329-6713</idno>
              <idno type="ORCID">https://orcid.org/0000-0003-0196-6395</idno>
              <idno type="GOOGLE SCHOLAR">https://scholar.google.fr/citations?user=sGpusG8AAAAJ</idno>
              <idno type="IDREF">https://www.idref.fr/111704898</idno>
            </author>
            <editor role="depositor">
              <persName>
                <forename>Catherine</forename>
                <surname>Magnet</surname>
              </persName>
              <email type="md5">1a20e967a8852c2b638b1a0ea87e8c73</email>
              <email type="domain">supelec.fr</email>
            </editor>
          </titleStmt>
          <editionStmt>
            <edition n="v1" type="current">
              <date type="whenSubmitted">2014-12-09 16:49:37</date>
              <date type="whenModified">2023-02-14 03:36:11</date>
              <date type="whenReleased">2014-12-10 16:50:06</date>
              <date type="whenProduced">2014-06-29</date>
            </edition>
            <respStmt>
              <resp>contributor</resp>
              <name key="124037">
                <persName>
                  <forename>Catherine</forename>
                  <surname>Magnet</surname>
                </persName>
                <email type="md5">1a20e967a8852c2b638b1a0ea87e8c73</email>
                <email type="domain">supelec.fr</email>
              </name>
            </respStmt>
          </editionStmt>
          <publicationStmt>
            <distributor>CCSD</distributor>
            <idno type="halId">hal-01092916</idno>
            <idno type="halUri">https://centralesupelec.hal.science/hal-01092916</idno>
            <idno type="halBibtex">couillet:hal-01092916</idno>
            <idno type="halRefHtml">&lt;i&gt;IEEE SSP'14&lt;/i&gt;, Jun 2014, Gold Coast, Australia. pp.1-4, &lt;a target="_blank" href="https://dx.doi.org/10.1109/SSP.2014.6884560"&gt;&amp;#x27E8;10.1109/SSP.2014.6884560&amp;#x27E9;&lt;/a&gt;</idno>
            <idno type="halRef">IEEE SSP'14, Jun 2014, Gold Coast, Australia. pp.1-4, &amp;#x27E8;10.1109/SSP.2014.6884560&amp;#x27E9;</idno>
            <availability status="restricted"/>
          </publicationStmt>
          <seriesStmt>
            <idno type="stamp" n="SUPELEC">SUPELEC</idno>
            <idno type="stamp" n="CENTRALESUPELEC">Ecole CentraleSupélec</idno>
          </seriesStmt>
          <notesStmt>
            <note type="audience" n="2">International</note>
            <note type="invited" n="0">No</note>
            <note type="popular" n="0">No</note>
            <note type="peer" n="1">Yes</note>
            <note type="proceedings" n="1">Yes</note>
          </notesStmt>
          <sourceDesc>
            <biblStruct>
              <analytic>
                <title xml:lang="en">Robust M-estimator of scatter for large elliptical samples</title>
                <author role="aut">
                  <persName>
                    <forename type="first">Romain</forename>
                    <surname>Couillet</surname>
                  </persName>
                  <email type="md5">50516bd64e9379247771d2e88e4a6b22</email>
                  <email type="domain">gipsa-lab.grenoble-inp.fr</email>
                  <idno type="idhal" notation="string">romain-couillet</idno>
                  <idno type="idhal" notation="numeric">170874</idno>
                  <idno type="halauthorid" notation="string">28102-170874</idno>
                  <idno type="ORCID">https://orcid.org/0000-0001-5755-2090</idno>
                  <idno type="IDREF">https://www.idref.fr/15645713X</idno>
                  <affiliation ref="#struct-123689"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">F.</forename>
                    <surname>Pascal</surname>
                  </persName>
                  <email type="md5">64140fbb623bdceb1c157470d282bf53</email>
                  <email type="domain">centralesupelec.fr</email>
                  <idno type="idhal" notation="string">frederic-pascal</idno>
                  <idno type="idhal" notation="numeric">6713</idno>
                  <idno type="halauthorid" notation="string">202329-6713</idno>
                  <idno type="ORCID">https://orcid.org/0000-0003-0196-6395</idno>
                  <idno type="GOOGLE SCHOLAR">https://scholar.google.fr/citations?user=sGpusG8AAAAJ</idno>
                  <idno type="IDREF">https://www.idref.fr/111704898</idno>
                </author>
              </analytic>
              <monogr>
                <title level="m">Proceedings of the 2014 IEEE Workshop on Statistical Signal Processing</title>
                <meeting>
                  <title>IEEE SSP'14</title>
                  <date type="start">2014-06-29</date>
                  <date type="end">2014-07-02</date>
                  <settlement>Gold Coast</settlement>
                  <country key="AU">Australia</country>
                </meeting>
                <imprint>
                  <biblScope unit="pp">1-4</biblScope>
                </imprint>
              </monogr>
              <idno type="doi">10.1109/SSP.2014.6884560</idno>
            </biblStruct>
          </sourceDesc>
          <profileDesc>
            <langUsage>
              <language ident="en">English</language>
            </langUsage>
            <textClass>
              <classCode scheme="halDomain" n="spi">Engineering Sciences [physics]</classCode>
              <classCode scheme="halDomain" n="spi.signal">Engineering Sciences [physics]/Signal and Image processing</classCode>
              <classCode scheme="halTypology" n="COMM">Conference papers</classCode>
              <classCode scheme="halOldTypology" n="COMM">Conference papers</classCode>
              <classCode scheme="halTreeTypology" n="COMM">Conference papers</classCode>
            </textClass>
            <abstract xml:lang="en">
              <p>It is shown that Maronna's robust M-estimator of scatter for elliptical samples behaves similar to an analytically tractable random matrix model in the limiting regime where both the population N and sample n sizes grow to infinity at the same speed. This result allows us to understand the structure of such estimators and in particular to derive their limiting eigenvalue distributions. This analysis is a first step towards an improved usage of robust estimation methods when the number of independent observations is not too large compared to the size of the population.</p>
            </abstract>
          </profileDesc>
        </biblFull>
      </listBibl>
    </body>
    <back>
      <listOrg type="structures">
        <org type="laboratory" xml:id="struct-123689" status="OLD">
          <orgName>Supélec Sciences des Systèmes</orgName>
          <orgName type="acronym">E3S</orgName>
          <desc>
            <address>
              <addrLine>Plateau du Moulon - 3 rue Joliot-Curie  -  91192 GIF-SUR-YVETTE CEDEX</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.supelec.fr/342_p_14975/e3s-equipe.html</ref>
          </desc>
          <listRelation>
            <relation name="EA4454" active="#struct-303397" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-303397" status="VALID">
          <orgName>Ecole Supérieure d'Electricité - SUPELEC (FRANCE)</orgName>
          <desc>
            <address>
              <country key="FR"/>
            </address>
          </desc>
        </org>
      </listOrg>
    </back>
  </text>
</TEI>