Essec\Faculty\Model\Contribution {#6196
  #_index: "academ_contributions"
  #_id: "13912"
  #_source: array:25 [
    "id" => "13912"
    "slug" => "generalization-of-constraints-for-high-dimensional-regression-problems"
    "yearMonth" => "2011-12"
    "year" => "2011"
    "title" => "Generalization of constraints for high dimensional regression problems"
    "description" => "ALQUIER, P. et HEBIRI, M. (2011). Generalization of constraints for high dimensional regression problems. <i>Statistics & Probability Letters</i>, 81(12), pp. 1760-1765."
    "authors" => array:2 [
      0 => array:3 [
        "name" => "ALQUIER Pierre"
        "bid" => "B00809923"
        "slug" => "alquier-pierre"
      ]
      1 => array:1 [
        "name" => "Hebiri Mohamed"
      ]
    ]
    "ouvrage" => ""
    "keywords" => array:5 [
      0 => "High-dimensional data"
      1 => "LASSO"
      2 => "Restricted eigenvalue assumption"
      3 => "Sparsity"
      4 => "Variable selection"
    ]
    "updatedAt" => "2023-03-22 12:07:29"
    "publicationUrl" => "https://www.sciencedirect.com/science/article/pii/S0167715211002422"
    "publicationInfo" => array:3 [
      "pages" => "1760-1765"
      "volume" => "81"
      "number" => "12"
    ]
    "type" => array:2 [
      "fr" => "Articles"
      "en" => "Journal articles"
    ]
    "support_type" => array:2 [
      "fr" => "Revue scientifique"
      "en" => "Scientific journal"
    ]
    "countries" => array:2 [
      "fr" => null
      "en" => null
    ]
    "abstract" => array:2 [
      "fr" => ""
      "en" => ""
    ]
    "authors_fields" => array:2 [
      "fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
      "en" => "Information Systems, Decision Sciences and Statistics"
    ]
    "indexedAt" => "2023-11-30T08:22:10.000Z"
    "docTitle" => "Generalization of constraints for high dimensional regression problems"
    "docSurtitle" => "Articles"
    "authorNames" => "<a href="/cv/alquier-pierre">ALQUIER Pierre</a>, Hebiri Mohamed"
    "docDescription" => "<span class="document-property-authors">ALQUIER Pierre, Hebiri Mohamed</span><br><span class="document-property-authors_fields">Systèmes d’Information, Sciences de la Décision et Statistiques</span> | <span class="document-property-year">2011</span>"
    "keywordList" => "<a href="#">High-dimensional data</a>, <a href="#">LASSO</a>, <a href="#">Restricted eigenvalue assumption</a>, <a href="#">Sparsity</a>, <a href="#">Variable selection</a>"
    "docPreview" => "<b>Generalization of constraints for high dimensional regression problems</b><br><span>2011-12 | Articles </span>"
    "docType" => "research"
  ]
  +lang: "fr"
  +"_type": "_doc"
  +"_score": 8.987113
  +"parent": null
}