<?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-01541159</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="2026-05-25T23:58:16+02:00"/>
      </publicationStmt>
      <sourceDesc>
        <p part="N">HAL API Platform</p>
      </sourceDesc>
    </fileDesc>
  </teiHeader>
  <text>
    <body>
      <listBibl>
        <biblFull>
          <titleStmt>
            <title xml:lang="en">Aggregated methods for covariates selection and ranking in high-dimensional data under dependence</title>
            <author role="aut">
              <persName>
                <forename type="first">Anne</forename>
                <surname>Gégout-Petit</surname>
              </persName>
              <email type="md5">22cbf9678687677ce48c50f2db2e1134</email>
              <email type="domain">univ-lorraine.fr</email>
              <idno type="idhal" notation="string">anne-gegout-petit</idno>
              <idno type="idhal" notation="numeric">21815</idno>
              <idno type="halauthorid" notation="string">35736-21815</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-7176-912X</idno>
              <idno type="IDREF">https://www.idref.fr/170574407</idno>
              <affiliation ref="#struct-205119"/>
              <affiliation ref="#struct-211251"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Bérangère</forename>
                <surname>Bastien</surname>
              </persName>
              <idno type="halauthorid">648995-0</idno>
              <affiliation ref="#struct-24981"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Aurélie</forename>
                <surname>Muller-Gueudin</surname>
              </persName>
              <email type="md5">081cde40259ec5d2629d9ac0885e1930</email>
              <email type="domain">univ-lorraine.fr</email>
              <idno type="idhal" notation="string">aurelie-muller-gueudin</idno>
              <idno type="idhal" notation="numeric">6126</idno>
              <idno type="halauthorid" notation="string">848215-6126</idno>
              <idno type="IDREF">https://www.idref.fr/169601021</idno>
              <idno type="ORCID">https://orcid.org/0000-0001-9219-2510</idno>
              <affiliation ref="#struct-205119"/>
              <affiliation ref="#struct-211251"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Yaojie</forename>
                <surname>Shi</surname>
              </persName>
              <idno type="halauthorid">1129940-0</idno>
              <affiliation ref="#struct-93477"/>
              <affiliation ref="#struct-205119"/>
            </author>
            <editor role="depositor">
              <persName>
                <forename>Anne</forename>
                <surname>Gégout-Petit</surname>
              </persName>
              <email type="md5">22cbf9678687677ce48c50f2db2e1134</email>
              <email type="domain">univ-lorraine.fr</email>
            </editor>
          </titleStmt>
          <editionStmt>
            <edition n="v1" type="current">
              <date type="whenSubmitted">2017-06-17 22:30:54</date>
              <date type="whenModified">2025-11-04 11:59:09</date>
              <date type="whenReleased">2017-06-17 22:30:54</date>
              <date type="whenProduced">2017-09-11</date>
            </edition>
            <respStmt>
              <resp>contributor</resp>
              <name key="123105">
                <persName>
                  <forename>Anne</forename>
                  <surname>Gégout-Petit</surname>
                </persName>
                <email type="md5">22cbf9678687677ce48c50f2db2e1134</email>
                <email type="domain">univ-lorraine.fr</email>
              </name>
            </respStmt>
          </editionStmt>
          <publicationStmt>
            <distributor>CCSD</distributor>
            <idno type="halId">hal-01541159</idno>
            <idno type="halUri">https://hal.science/hal-01541159</idno>
            <idno type="halBibtex">gegoutpetit:hal-01541159</idno>
            <idno type="halRefHtml">&lt;i&gt;ENBIS 2017 - 17th Annual Conference of the European Network for Business and Industrial Statistics&lt;/i&gt;, Sep 2017, Naples, Italy</idno>
            <idno type="halRef">ENBIS 2017 - 17th Annual Conference of the European Network for Business and Industrial Statistics, Sep 2017, Naples, Italy</idno>
            <availability status="restricted"/>
          </publicationStmt>
          <seriesStmt>
            <idno type="stamp" n="CNRS">CNRS - Centre national de la recherche scientifique</idno>
            <idno type="stamp" n="INRIA">INRIA - Institut National de Recherche en Informatique et en Automatique</idno>
            <idno type="stamp" n="EHESS">Ecole des Hautes Etudes en Sciences Sociales</idno>
            <idno type="stamp" n="INRA">INRA - Institut national de la recherche agronomique</idno>
            <idno type="stamp" n="IECN">IECL - Institut Elie Cartan de Lorraine</idno>
            <idno type="stamp" n="INSMI">CNRS-INSMI - INstitut des Sciences Mathématiques et de leurs Interactions</idno>
            <idno type="stamp" n="INRIA_TEST">INRIA - Institut National de Recherche en Informatique et en Automatique</idno>
            <idno type="stamp" n="INRIA-NANCY-GRAND-EST">INRIA Nancy - Grand Est</idno>
            <idno type="stamp" n="TESTALAIN1">TESTALAIN1</idno>
            <idno type="stamp" n="UT1-CAPITOLE">Université Toulouse 1 Capitole</idno>
            <idno type="stamp" n="UNIV-LORRAINE">Université de Lorraine</idno>
            <idno type="stamp" n="INRIA2">INRIA 2</idno>
            <idno type="stamp" n="AGREENIUM">Archive ouverte en agrobiosciences</idno>
            <idno type="stamp" n="INRIA2017">INRIA2017</idno>
            <idno type="stamp" n="IECLPS">Probabilités et statistiques</idno>
            <idno type="stamp" n="INRAE">Institut National de Recherche en Agriculture, Alimentation et Environnement</idno>
            <idno type="stamp" n="AM2I-UL">Pôle scientifique Automatique, Mathématiques, Informatique et leurs Intéractions de l'Université de Lorraine</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="0">No</note>
          </notesStmt>
          <sourceDesc>
            <biblStruct>
              <analytic>
                <title xml:lang="en">Aggregated methods for covariates selection and ranking in high-dimensional data under dependence</title>
                <author role="aut">
                  <persName>
                    <forename type="first">Anne</forename>
                    <surname>Gégout-Petit</surname>
                  </persName>
                  <email type="md5">22cbf9678687677ce48c50f2db2e1134</email>
                  <email type="domain">univ-lorraine.fr</email>
                  <idno type="idhal" notation="string">anne-gegout-petit</idno>
                  <idno type="idhal" notation="numeric">21815</idno>
                  <idno type="halauthorid" notation="string">35736-21815</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-7176-912X</idno>
                  <idno type="IDREF">https://www.idref.fr/170574407</idno>
                  <affiliation ref="#struct-205119"/>
                  <affiliation ref="#struct-211251"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Bérangère</forename>
                    <surname>Bastien</surname>
                  </persName>
                  <idno type="halauthorid">648995-0</idno>
                  <affiliation ref="#struct-24981"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Aurélie</forename>
                    <surname>Muller-Gueudin</surname>
                  </persName>
                  <email type="md5">081cde40259ec5d2629d9ac0885e1930</email>
                  <email type="domain">univ-lorraine.fr</email>
                  <idno type="idhal" notation="string">aurelie-muller-gueudin</idno>
                  <idno type="idhal" notation="numeric">6126</idno>
                  <idno type="halauthorid" notation="string">848215-6126</idno>
                  <idno type="IDREF">https://www.idref.fr/169601021</idno>
                  <idno type="ORCID">https://orcid.org/0000-0001-9219-2510</idno>
                  <affiliation ref="#struct-205119"/>
                  <affiliation ref="#struct-211251"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Yaojie</forename>
                    <surname>Shi</surname>
                  </persName>
                  <idno type="halauthorid">1129940-0</idno>
                  <affiliation ref="#struct-93477"/>
                  <affiliation ref="#struct-205119"/>
                </author>
              </analytic>
              <monogr>
                <meeting>
                  <title>ENBIS 2017 - 17th Annual Conference of the European Network for Business and Industrial Statistics</title>
                  <date type="start">2017-09-11</date>
                  <date type="end">2017-09-13</date>
                  <settlement>Naples</settlement>
                  <country key="IT">Italy</country>
                </meeting>
                <imprint/>
              </monogr>
              <ref type="publisher">http://www.enbis.org/activities/events/current/534_ENBIS_17_in_Naples/</ref>
            </biblStruct>
          </sourceDesc>
          <profileDesc>
            <langUsage>
              <language ident="en">English</language>
            </langUsage>
            <textClass>
              <classCode scheme="halDomain" n="math.math-st">Mathematics [math]/Statistics [math.ST]</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>We propose a new methodology to select and rank covariates associated to a variable of interest in a context of high-dimensional data under dependence but few observations. The methodology imbricates successively rough selection, clustering of  variables, decorrelation of variables using Factor Latent Analysis, selection using aggregation of adapted methods and finally ranking through bootstrap replications. Simulations study shows the interest of the decorrelation inside the different clusters of covariates. The methodology is applied to real data</p>
            </abstract>
          </profileDesc>
        </biblFull>
      </listBibl>
    </body>
    <back>
      <listOrg type="structures">
        <org type="researchteam" xml:id="struct-205119" status="OLD">
          <idno type="RNSR">200920955T</idno>
          <orgName>Biology, genetics and statistics</orgName>
          <orgName type="acronym">BIGS</orgName>
          <date type="start">2011-01-01</date>
          <date type="end">2024-01-01</date>
          <desc>
            <address>
              <addrLine>Centre Inria de l'Université de Lorraine , 615 Rue du Jardin-Botanique, 54600 Villers-lès-Nancy</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.inria.fr/equipes/bigs</ref>
          </desc>
          <listRelation>
            <relation active="#struct-129671" type="direct"/>
            <relation active="#struct-300009" type="indirect"/>
            <relation active="#struct-211251" type="direct"/>
            <relation active="#struct-413289" type="indirect"/>
            <relation name="UMR7502" active="#struct-441569" type="indirect"/>
          </listRelation>
        </org>
        <org type="laboratory" xml:id="struct-211251" status="VALID">
          <idno type="IdRef">180064606</idno>
          <idno type="ISNI">0000000120974820</idno>
          <idno type="RNSR">199712570F</idno>
          <idno type="IdUnivLorraine">[UL]RSB--</idno>
          <idno type="ROR">https://ror.org/04rvw8791</idno>
          <orgName>Institut Élie Cartan de Lorraine</orgName>
          <orgName type="acronym">IECL</orgName>
          <date type="start">2013-01-01</date>
          <desc>
            <address>
              <addrLine>Université de Lorraine, Boulevard des Aiguillettes BP 70239 54506 Vandoeuvre-les-Nancy CedexIle du Saulcy - 57 045 Metz Cedex 01</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://iecl.univ-lorraine.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-413289" type="direct"/>
            <relation name="UMR7502" active="#struct-441569" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-24981" status="VALID">
          <orgName>Transgene SA [Illkirch]</orgName>
          <desc>
            <address>
              <addrLine>400 Boulevard Gonthier d’AndernachParc d’Innovation – CS8016667405 Illkirch-Graffenstaden</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.transgene.fr/?lang=fr</ref>
          </desc>
        </org>
        <org type="regrouplaboratory" xml:id="struct-93477" status="OLD">
          <orgName>Toulouse School of Economics</orgName>
          <orgName type="acronym">TSE-R</orgName>
          <date type="end">2019-12-31</date>
          <desc>
            <address>
              <addrLine>Manufacture de Tabacs, 21 allées de Brienne 31000 Toulouse</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.tse-fr.eu</ref>
          </desc>
          <listRelation>
            <relation active="#struct-81148" type="direct"/>
            <relation name="443875" active="#struct-443875" type="indirect"/>
            <relation name="UMR1415" active="#struct-92114" type="direct"/>
            <relation active="#struct-99539" type="direct"/>
            <relation name="UMR5314" active="#struct-441569" type="direct"/>
          </listRelation>
        </org>
        <org type="laboratory" xml:id="struct-129671" status="VALID">
          <idno type="RNSR">198618246Y</idno>
          <idno type="ROR">https://ror.org/03fcjvn64</idno>
          <orgName>Centre Inria de l'Université de Lorraine</orgName>
          <desc>
            <address>
              <addrLine>615 rue du Jardin Botanique 54600 Villers-lès-Nancy</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.inria.fr/nancy</ref>
          </desc>
          <listRelation>
            <relation active="#struct-300009" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-300009" status="VALID">
          <idno type="ROR">https://ror.org/02kvxyf05</idno>
          <orgName>Institut National de Recherche en Informatique et en Automatique</orgName>
          <orgName type="acronym">Inria</orgName>
          <desc>
            <address>
              <addrLine>Domaine de VoluceauRocquencourt - BP 10578153 Le Chesnay Cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.inria.fr/en/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-413289" status="VALID">
          <idno type="IdRef">157040569</idno>
          <idno type="IdUnivLorraine">[UL]100--</idno>
          <idno type="ROR">https://ror.org/04vfs2w97</idno>
          <orgName>Université de Lorraine</orgName>
          <orgName type="acronym">UL</orgName>
          <date type="start">2012-01-01</date>
          <desc>
            <address>
              <addrLine>34 cours Léopold - CS 25233 - 54052 Nancy cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.univ-lorraine.fr/</ref>
          </desc>
        </org>
        <org type="regroupinstitution" xml:id="struct-441569" status="VALID">
          <idno type="IdRef">02636817X</idno>
          <idno type="ISNI">0000000122597504</idno>
          <idno type="ROR">https://ror.org/02feahw73</idno>
          <orgName>Centre National de la Recherche Scientifique</orgName>
          <orgName type="acronym">CNRS</orgName>
          <date type="start">1939-10-19</date>
          <desc>
            <address>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.cnrs.fr/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-81148" status="VALID">
          <idno type="IdRef">026404354</idno>
          <idno type="ISNI">0000000121902837</idno>
          <idno type="ROR">https://ror.org/0443n9e75</idno>
          <orgName>Université Toulouse Capitole</orgName>
          <orgName type="acronym">UT Capitole</orgName>
          <date type="start">1970-01-01</date>
          <desc>
            <address>
              <addrLine>2 rue du Doyen-Gabriel-Marty - 31042 Toulouse Cedex 9</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.ut-capitole.fr/</ref>
          </desc>
          <listRelation>
            <relation name="443875" active="#struct-443875" type="direct"/>
          </listRelation>
        </org>
        <org type="regroupinstitution" xml:id="struct-443875" status="VALID">
          <idno type="ROR">https://ror.org/017tgbk05</idno>
          <orgName>Communauté d'universités et établissements de Toulouse</orgName>
          <orgName type="acronym">Comue de Toulouse</orgName>
          <desc>
            <address>
              <addrLine>41 Allée Jules Guesde, 31000 Toulouse</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.univ-toulouse.fr/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-92114" status="OLD">
          <idno type="ROR">https://ror.org/01x3gbx83</idno>
          <orgName>Institut National de la Recherche Agronomique</orgName>
          <orgName type="acronym">INRA</orgName>
          <date type="start">1946-05-18</date>
          <date type="end">2019-12-31</date>
          <desc>
            <address>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.inra.fr</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-99539" status="VALID">
          <idno type="IdRef">026374889</idno>
          <idno type="ROR">https://ror.org/02d9dg697</idno>
          <orgName>École des hautes études en sciences sociales</orgName>
          <orgName type="acronym">EHESS</orgName>
          <date type="start">1975-01-01</date>
          <desc>
            <address>
              <addrLine>54, boulevard Raspail 75006 Paris</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.ehess.fr/</ref>
          </desc>
        </org>
      </listOrg>
    </back>
  </text>
</TEI>