Essec\Faculty\Model\Contribution {#2216
  #_index: "academ_contributions"
  #_id: "9829"
  #_source: array:26 [
    "id" => "9829"
    "slug" => "deterministic-and-probabilistic-models-for-symmetrical-and-non-symmetrical-principal-component-analysis"
    "yearMonth" => "1998-12"
    "year" => "1998"
    "title" => "Deterministic and Probabilistic Models for Symmetrical and Non Symmetrical Principal Component Analysis"
    "description" => "ESPOSITO VINZI, V. (1998). Deterministic and Probabilistic Models for Symmetrical and Non Symmetrical Principal Component Analysis. <i>Metron: international journal of statistics</i>, LVI(43924), pp. 139-154."
    "authors" => array:1 [
      0 => array:3 [
        "name" => "ESPOSITO VINZI Vincenzo"
        "bid" => "B00067049"
        "slug" => "esposito-vinzi-vincenzo"
      ]
    ]
    "ouvrage" => ""
    "keywords" => array:3 [
      0 => "Models in Data AnalysisGeometrical models"
      1 => "Probabilistic model"
      2 => "Principal component analysis"
    ]
    "updatedAt" => "2021-07-13 14:31:21"
    "publicationUrl" => null
    "publicationInfo" => array:3 [
      "pages" => "139-154"
      "volume" => "LVI"
      "number" => "43924"
    ]
    "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" => "This paper focuses on presenting geometrical and stochastic models for principal component analysis in both its classical and non-symmetrical (PCAR) versions."
      "en" => "This paper focuses on presenting geometrical and stochastic models for principal component analysis in both its classical and non-symmetrical (PCAR) versions."
    ]
    "authors_fields" => array:2 [
      "fr" => "Systèmes d'Information, Data Analytics et Opérations"
      "en" => "Information Systems, Data Analytics and Operations"
    ]
    "indexedAt" => "2024-11-23T23:21:43.000Z"
    "docTitle" => "Deterministic and Probabilistic Models for Symmetrical and Non Symmetrical Principal Component Analysis"
    "docSurtitle" => "Journal articles"
    "authorNames" => "<a href="/cv/esposito-vinzi-vincenzo">ESPOSITO VINZI Vincenzo</a>"
    "docDescription" => "<span class="document-property-authors">ESPOSITO VINZI Vincenzo</span><br><span class="document-property-authors_fields">Information Systems, Data Analytics and Operations</span> | <span class="document-property-year">1998</span>"
    "keywordList" => "<a href="#">Models in Data AnalysisGeometrical models</a>, <a href="#">Probabilistic model</a>, <a href="#">Principal component analysis</a>"
    "docPreview" => "<b>Deterministic and Probabilistic Models for Symmetrical and Non Symmetrical Principal Component Analysis</b><br><span>1998-12 | Journal articles </span>"
    "docType" => "research"
    "publicationLink" => "<a href="#" target="_blank">Deterministic and Probabilistic Models for Symmetrical and Non Symmetrical Principal Component Analysis</a>"
  ]
  +lang: "en"
  +"_type": "_doc"
  +"_score": 9.008958
  +"parent": null
}