Essec\Faculty\Model\Contribution {#2233
  #_index: "academ_contributions"
  #_id: "5286"
  #_source: array:26 [
    "id" => "5286"
    "slug" => "a-comprehensive-partial-least-squares-approach-to-component-based-structural-equation-modeling"
    "yearMonth" => "2008-07"
    "year" => "2008"
    "title" => "A Comprehensive Partial Least Squares Approach to Component-Based Structural Equation Modeling"
    "description" => "TRINCHERA, L. et ESPOSITO VINZI, V. (2008). A Comprehensive Partial Least Squares Approach to Component-Based Structural Equation Modeling. Dans: 32nd Annual Conference of the German Classification Society (GfKl)."
    "authors" => array:2 [
      0 => array:3 [
        "name" => "ESPOSITO VINZI Vincenzo"
        "bid" => "B00067049"
        "slug" => "esposito-vinzi-vincenzo"
      ]
      1 => array:1 [
        "name" => "TRINCHERA L."
      ]
    ]
    "ouvrage" => "32nd Annual Conference of the German Classification Society (GfKl)"
    "keywords" => array:1 [
      0 => "Multicollinearity"
    ]
    "updatedAt" => "2021-04-19 17:57:25"
    "publicationUrl" => null
    "publicationInfo" => array:3 [
      "pages" => null
      "volume" => null
      "number" => null
    ]
    "type" => array:2 [
      "fr" => "Communications dans une conférence"
      "en" => "Presentations at an Academic or Professional conference"
    ]
    "support_type" => array:2 [
      "fr" => null
      "en" => null
    ]
    "countries" => array:2 [
      "fr" => null
      "en" => null
    ]
    "abstract" => array:2 [
      "fr" => "PLS Path Modeling (PLS-PM) is generally meant as a component-based approach to structural equation modeling that privileges a prediction oriented discovery process to the statistical testing of causal hypotheses. Nowadays, formative relationships are more and more used in real applications but pose a few problems for the statistical estimation and interpretation. It seems quite natural to introduce a PLS Regression (PLS-R) external estimation mode within the PLS-PM algorithm so as to overcome the mentioned problems, preserve the formative relationships and still remain coherent with the component-based and prediction-oriented nature of PLS-PM. Here, the main issues concerning the use of formative indicators in PLS-PM are investigated."
      "en" => "PLS Path Modeling (PLS-PM) is generally meant as a component-based approach to structural equation modeling that privileges a prediction oriented discovery process to the statistical testing of causal hypotheses. Nowadays, formative relationships are more and more used in real applications but pose a few problems for the statistical estimation and interpretation. It seems quite natural to introduce a PLS Regression (PLS-R) external estimation mode within the PLS-PM algorithm so as to overcome the mentioned problems, preserve the formative relationships and still remain coherent with the component-based and prediction-oriented nature of PLS-PM. Here, the main issues concerning the use of formative indicators in PLS-PM are investigated."
    ]
    "authors_fields" => array:2 [
      "fr" => "Systèmes d'Information, Data Analytics et Opérations"
      "en" => "Information Systems, Data Analytics and Operations"
    ]
    "indexedAt" => "2024-11-23T09:21:42.000Z"
    "docTitle" => "A Comprehensive Partial Least Squares Approach to Component-Based Structural Equation Modeling"
    "docSurtitle" => "Communications dans une conférence"
    "authorNames" => "<a href="/cv/esposito-vinzi-vincenzo">ESPOSITO VINZI Vincenzo</a>, TRINCHERA L."
    "docDescription" => "<span class="document-property-authors">ESPOSITO VINZI Vincenzo, TRINCHERA L.</span><br><span class="document-property-authors_fields">Systèmes d'Information, Data Analytics et Opérations</span> | <span class="document-property-year">2008</span>"
    "keywordList" => "<a href="#">Multicollinearity</a>"
    "docPreview" => "<b>A Comprehensive Partial Least Squares Approach to Component-Based Structural Equation Modeling</b><br><span>2008-07 | Communications dans une conférence </span>"
    "docType" => "research"
    "publicationLink" => "<a href="#" target="_blank">A Comprehensive Partial Least Squares Approach to Component-Based Structural Equation Modeling</a>"
  ]
  +lang: "fr"
  +"_type": "_doc"
  +"_score": 8.836839
  +"parent": null
}