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Essec\Faculty\Model\Contribution {#2216 ▼
  #_index: "academ_contributions"
  #_id: "5031"
  #_source: array:26 [
    "id" => "5031"
    "slug" => "5031-relative-performance-of-the-statistical-learning-network-an-application-of-the-price-quality-relationship-in-the-automobile 5031-relative-performance-of-the-statistical-learning-network-an-application-of-the-price-quality-re "
    "yearMonth" => "2000-11"
    "year" => "2000"
    "title" => "Relative Performance of the Statistical Learning Network: An Application of the Price-quality Relationship in the Automobile Relative Performance of the Statistical Learning Network: An Application of the Price-quality Relati "
    "description" => "DESMET, P. (2000). Relative Performance of the Statistical Learning Network: An Application of the Price-quality Relationship in the Automobile. Dans: <i>Proceedings ANZMAC 2000 - Visionary Marketing for the 21st Century: Facing the Challenge</i>. Griffith University, pp. 100. DESMET, P. (2000). Relative Performance of the Statistical Learning Network: An Application of the P "
    "authors" => array:1 [
      0 => array:3 [
        "name" => "DESMET Pierre"
        "bid" => "B00000155"
        "slug" => "desmet-pierre"
      ]
    ]
    "ouvrage" => "Proceedings ANZMAC 2000 - Visionary Marketing for the 21st Century: Facing the Challenge"
    "keywords" => []
    "updatedAt" => "2021-04-19 17:57:25"
    "publicationUrl" => null
    "publicationInfo" => array:3 [
      "pages" => "100"
      "volume" => null
      "number" => null
    ]
    "type" => array:2 [
      "fr" => "Actes d'une conférence"
      "en" => "Conference Proceedings"
    ]
    "support_type" => array:2 [
      "fr" => "Editeur"
      "en" => "Publisher"
    ]
    "countries" => array:2 [
      "fr" => null
      "en" => null
    ]
    "abstract" => array:2 [
      "fr" => "Pour résoudre les problèmes de topologie posés par les approches connexionnistes, une nouvelle approche a été proposée par la combinaison des règles de l'induction et de l'estimation statistique des coefficients des neurones de chaque couche. Cette recherche compare les résultats obtenus avec ces réseaux statistiques à apprentissage (NSL) avec ceux de méthodes traditionnelles, telles que la régression, et ceux de réseaux de neurones utilisant la méthode du gradient. Les méthodes sont mises en œuvre pour la détermination de la relation prix-qualité d'un produit complexe, l'automobile, selon la démarche des prix hédoniques. Cette application conduit à un jugement très réservé sur la supériorité de la performance de NSL tant par rapport à la statistique classique que par rapport aux réseaux de neurones. Pour résoudre les problèmes de topologie posés par les approches connexionnistes, une nouvelle appro "
      "en" => "The design and topology of a Neural network is still an important and difficult task. To solve this problem, new approaches are proposed, and specially a combination of induction rules with a statistical estimation of the coefficients. This research aims to compare an algorithm of this SLN approach with traditional methods (Regression and classical BP neural net). An application on the price-quality relationship for the English automobile market drives to the conclusion that the claimed superiority of the approach is not validated as the performance of the GMDH method is inferior, compared to BP Neural net and even linear regression. The design and topology of a Neural network is still an important and difficult task. To solve this  "
    ]
    "authors_fields" => array:2 [
      "fr" => "Marketing"
      "en" => "Marketing"
    ]
    "indexedAt" => "2025-03-17T23:21:42.000Z"
    "docTitle" => "Relative Performance of the Statistical Learning Network: An Application of the Price-quality Relationship in the Automobile Relative Performance of the Statistical Learning Network: An Application of the Price-quality Relati "
    "docSurtitle" => "Conference Proceedings"
    "authorNames" => "<a href="/cv/desmet-pierre">DESMET Pierre</a>"
    "docDescription" => "<span class="document-property-authors">DESMET Pierre</span><br><span class="document-property-authors_fields">Marketing</span> | <span class="document-property-year">2000</span> <span class="document-property-authors">DESMET Pierre</span><br><span class="document-property-autho "
    "keywordList" => ""
    "docPreview" => "<b>Relative Performance of the Statistical Learning Network: An Application of the Price-quality Relationship in the Automobile</b><br><span>2000-11 | Conference Proceedings </span> <b>Relative Performance of the Statistical Learning Network: An Application of the Price-quality Rel "
    "docType" => "research"
    "publicationLink" => "<a href="#" target="_blank">Relative Performance of the Statistical Learning Network: An Application of the Price-quality Relationship in the Automobile</a> <a href="#" target="_blank">Relative Performance of the Statistical Learning Network: An Application "
  ]
  +lang: "en"
  +"_type": "_doc"
  +"_score": 9.32759
  +"parent": null
}