Essec\Faculty\Model\Profile {#2233
  #_id: "B00000172"
  #_source: array:40 [
    "bid" => "B00000172"
    "academId" => "1952"
    "slug" => "dussaix-anne-marie"
    "fullName" => "Anne-Marie DUSSAIX"
    "lastName" => "DUSSAIX"
    "firstName" => "Anne-Marie"
    "title" => array:2 [
      "fr" => "Professeur émérite"
      "en" => "Emeritus Professor"
    ]
    "email" => "dussaix@essec.edu"
    "status" => "ACTIF"
    "campus" => "Campus de Cergy"
    "departments" => []
    "phone" => ""
    "sites" => []
    "facNumber" => "1952"
    "externalCvUrl" => "https://faculty.essec.edu/cv/dussaix-anne-marie/pdf"
    "googleScholarUrl" => ""
    "facOrcId" => "https://orcid.org/"
    "career" => array:1 [
      0 => Essec\Faculty\Model\CareerItem {#2244
        #_index: null
        #_id: null
        #_source: array:7 [
          "startDate" => "1971-10-18"
          "endDate" => null
          "isInternalPosition" => true
          "type" => array:2 [
            "fr" => "Positions académiques principales"
            "en" => "Full-time academic appointments"
          ]
          "label" => array:2 [
            "fr" => "Professeur émérite"
            "en" => "Emeritus Professor"
          ]
          "institution" => array:2 [
            "fr" => "ESSEC Business School"
            "en" => "ESSEC Business School"
          ]
          "country" => array:2 [
            "fr" => "France"
            "en" => "France"
          ]
        ]
        +lang: "fr"
        +"parent": Essec\Faculty\Model\Profile {#2233}
      }
    ]
    "diplomes" => array:3 [
      0 => Essec\Faculty\Model\Diplome {#2235
        #_index: null
        #_id: null
        #_source: array:6 [
          "diplome" => "DIPLOMA"
          "type" => array:2 [
            "fr" => "Diplômes"
            "en" => "Diplomas"
          ]
          "year" => "1975"
          "label" => array:2 [
            "en" => "Doctorat in Statistics"
            "fr" => "Doctorat en Statistiques"
          ]
          "institution" => array:2 [
            "fr" => "Sorbonne Université"
            "en" => "Sorbonne Université"
          ]
          "country" => array:2 [
            "fr" => "France"
            "en" => "France"
          ]
        ]
        +lang: "fr"
        +"parent": Essec\Faculty\Model\Profile {#2233}
      }
      1 => Essec\Faculty\Model\Diplome {#2237
        #_index: null
        #_id: null
        #_source: array:6 [
          "diplome" => "DIPLOMA"
          "type" => array:2 [
            "fr" => "Diplômes"
            "en" => "Diplomas"
          ]
          "year" => "1950"
          "label" => array:2 [
            "en" => "Licence in Economics"
            "fr" => "Licence de Sciences Economiques"
          ]
          "institution" => array:2 [
            "fr" => "Sorbonne Université"
            "en" => "Sorbonne Université"
          ]
          "country" => array:2 [
            "fr" => "France"
            "en" => "France"
          ]
        ]
        +lang: "fr"
        +"parent": Essec\Faculty\Model\Profile {#2233}
      }
      2 => Essec\Faculty\Model\Diplome {#2234
        #_index: null
        #_id: null
        #_source: array:6 [
          "diplome" => "DIPLOMA"
          "type" => array:2 [
            "fr" => "Diplômes"
            "en" => "Diplomas"
          ]
          "year" => "1950"
          "label" => array:2 [
            "en" => "Licence in Mathématics"
            "fr" => "Licence de Mathématiques"
          ]
          "institution" => array:2 [
            "fr" => "Sorbonne Université"
            "en" => "Sorbonne Université"
          ]
          "country" => array:2 [
            "fr" => "France"
            "en" => "France"
          ]
        ]
        +lang: "fr"
        +"parent": Essec\Faculty\Model\Profile {#2233}
      }
    ]
    "bio" => array:2 [
      "fr" => null
      "en" => null
    ]
    "department" => array:2 [
      "fr" => "Systèmes d'Information, Data Analytics et Opérations"
      "en" => "Information Systems, Data Analytics and Operations"
    ]
    "site" => array:2 [
      "fr" => ""
      "en" => ""
    ]
    "industrrySectors" => array:2 [
      "fr" => null
      "en" => null
    ]
    "researchFields" => array:2 [
      "fr" => null
      "en" => null
    ]
    "teachingFields" => array:2 [
      "fr" => null
      "en" => null
    ]
    "distinctions" => []
    "teaching" => []
    "otherActivities" => array:8 [
      0 => Essec\Faculty\Model\ExtraActivity {#2238
        #_index: null
        #_id: null
        #_source: array:9 [
          "startDate" => "1946-01-31"
          "endDate" => null
          "year" => null
          "uuid" => "501"
          "type" => array:2 [
            "fr" => "Activités professionnelles"
            "en" => "Professional activities"
          ]
          "subType" => array:2 [
            "fr" => "Membre d'une association professionnelle, d'un groupe d'experts ou d'un conseil d'administration"
            "en" => "Member of a professional association, of an expert group or of a board of directors"
          ]
          "label" => array:2 [
            "fr" => "Expert auprès du Comité Européen de Normalisation (CEN/TC331 Postal Services)"
            "en" => "Expert for the Comité Européen de Normalisation (CEN/TC331 Postal Services)"
          ]
          "institution" => array:2 [
            "fr" => null
            "en" => null
          ]
          "country" => array:2 [
            "fr" => null
            "en" => null
          ]
        ]
        +lang: "fr"
        +"parent": Essec\Faculty\Model\Profile {#2233}
      }
      1 => Essec\Faculty\Model\ExtraActivity {#2232
        #_index: null
        #_id: null
        #_source: array:9 [
          "startDate" => "1946-01-31"
          "endDate" => null
          "year" => null
          "uuid" => "501"
          "type" => array:2 [
            "fr" => "Activités professionnelles"
            "en" => "Professional activities"
          ]
          "subType" => array:2 [
            "fr" => "Membre d'une association professionnelle, d'un groupe d'experts ou d'un conseil d'administration"
            "en" => "Member of a professional association, of an expert group or of a board of directors"
          ]
          "label" => array:2 [
            "fr" => "Vice-Présidente du Comité Scientifique du CESP (Centre d'Etudes des Suppports de Publicité)"
            "en" => "Vice-President of the Scientific Committee of the CESP (Centre d'Etudes des Suppports de Publicité)"
          ]
          "institution" => array:2 [
            "fr" => null
            "en" => null
          ]
          "country" => array:2 [
            "fr" => null
            "en" => null
          ]
        ]
        +lang: "fr"
        +"parent": Essec\Faculty\Model\Profile {#2233}
      }
      2 => Essec\Faculty\Model\ExtraActivity {#2236
        #_index: null
        #_id: null
        #_source: array:9 [
          "startDate" => "1946-01-31"
          "endDate" => null
          "year" => null
          "uuid" => "502"
          "type" => array:2 [
            "fr" => "Activités professionnelles"
            "en" => "Professional activities"
          ]
          "subType" => array:2 [
            "fr" => "Consulting"
            "en" => "Consulting"
          ]
          "label" => array:2 [
            "fr" => "Activités de conseil pour La Poste, France Telecom RD, Taylor Nelson Sofres, Comité Européen de Normalisation, etc..."
            "en" => "Consulting activities for La Poste, France Telecom RD, Taylor Nelson Sofres, Comité Européen de Normalisation, etc..."
          ]
          "institution" => array:2 [
            "fr" => null
            "en" => null
          ]
          "country" => array:2 [
            "fr" => null
            "en" => null
          ]
        ]
        +lang: "fr"
        +"parent": Essec\Faculty\Model\Profile {#2233}
      }
      3 => Essec\Faculty\Model\ExtraActivity {#2239
        #_index: null
        #_id: null
        #_source: array:9 [
          "startDate" => "1992-01-01"
          "endDate" => "1994-12-31"
          "year" => null
          "uuid" => "202"
          "type" => array:2 [
            "fr" => "Activités de recherche"
            "en" => "Research activities"
          ]
          "subType" => array:2 [
            "fr" => "Fonction dans une association académique"
            "en" => "Function in an academic association"
          ]
          "label" => array:2 [
            "fr" => "Présidente de l'Association pour la Statistique et ses Utilisations"
            "en" => "President of the Association pour la Statistique et ses Utilisations"
          ]
          "institution" => array:2 [
            "fr" => null
            "en" => null
          ]
          "country" => array:2 [
            "fr" => null
            "en" => null
          ]
        ]
        +lang: "fr"
        +"parent": Essec\Faculty\Model\Profile {#2233}
      }
      4 => Essec\Faculty\Model\ExtraActivity {#2240
        #_index: null
        #_id: null
        #_source: array:9 [
          "startDate" => "1946-01-31"
          "endDate" => null
          "year" => null
          "uuid" => "202"
          "type" => array:2 [
            "fr" => "Activités de recherche"
            "en" => "Research activities"
          ]
          "subType" => array:2 [
            "fr" => "Fonction dans une association académique"
            "en" => "Function in an academic association"
          ]
          "label" => array:2 [
            "fr" => "Membre du Conseil des Groupes Enseignement et Enquêtes de la Société Française de Statistique"
            "en" => "Member of the Conseil des Groupes Enseignement et Enquêtes de la Société Française de Statistique"
          ]
          "institution" => array:2 [
            "fr" => null
            "en" => null
          ]
          "country" => array:2 [
            "fr" => null
            "en" => null
          ]
        ]
        +lang: "fr"
        +"parent": Essec\Faculty\Model\Profile {#2233}
      }
      5 => Essec\Faculty\Model\ExtraActivity {#2241
        #_index: null
        #_id: null
        #_source: array:9 [
          "startDate" => "1946-01-31"
          "endDate" => null
          "year" => null
          "uuid" => "204"
          "type" => array:2 [
            "fr" => "Activités de recherche"
            "en" => "Research activities"
          ]
          "subType" => array:2 [
            "fr" => "Membre d'une association académique"
            "en" => "Member of an academic association"
          ]
          "label" => array:2 [
            "fr" => "Membre, International Statistical Institute"
            "en" => "Member of the International Statistical Institute"
          ]
          "institution" => array:2 [
            "fr" => null
            "en" => null
          ]
          "country" => array:2 [
            "fr" => null
            "en" => null
          ]
        ]
        +lang: "fr"
        +"parent": Essec\Faculty\Model\Profile {#2233}
      }
      6 => Essec\Faculty\Model\ExtraActivity {#2242
        #_index: null
        #_id: null
        #_source: array:9 [
          "startDate" => "1993-01-01"
          "endDate" => "2000-12-31"
          "year" => "1993"
          "uuid" => "103"
          "type" => array:2 [
            "fr" => "Activités de recherche"
            "en" => "Research activities"
          ]
          "subType" => array:2 [
            "fr" => "Membre d'un comité de lecture"
            "en" => "Editorial Board Membership"
          ]
          "label" => array:2 [
            "fr" => "Membre du comité de lecture - Recherche et Applications en Marketing"
            "en" => "Editorial board membership - Recherche et Applications en Marketing"
          ]
          "institution" => array:2 [
            "fr" => null
            "en" => null
          ]
          "country" => array:2 [
            "fr" => null
            "en" => null
          ]
        ]
        +lang: "fr"
        +"parent": Essec\Faculty\Model\Profile {#2233}
      }
      7 => Essec\Faculty\Model\ExtraActivity {#2243
        #_index: null
        #_id: null
        #_source: array:9 [
          "startDate" => "2004-01-01"
          "endDate" => "2005-12-31"
          "year" => "2004"
          "uuid" => "103"
          "type" => array:2 [
            "fr" => "Activités de recherche"
            "en" => "Research activities"
          ]
          "subType" => array:2 [
            "fr" => "Membre d'un comité de lecture"
            "en" => "Editorial Board Membership"
          ]
          "label" => array:2 [
            "fr" => "Membre du comité de lecture - Recherche et Applications en Marketing"
            "en" => "Editorial board membership - Recherche et Applications en Marketing"
          ]
          "institution" => array:2 [
            "fr" => null
            "en" => null
          ]
          "country" => array:2 [
            "fr" => null
            "en" => null
          ]
        ]
        +lang: "fr"
        +"parent": Essec\Faculty\Model\Profile {#2233}
      }
    ]
    "theses" => []
    "indexedAt" => "2024-12-21T15:21:24.000Z"
    "contributions" => array:40 [
      0 => Essec\Faculty\Model\Contribution {#2246
        #_index: "academ_contributions"
        #_id: "1527"
        #_source: array:18 [
          "id" => "1527"
          "slug" => "la-mesure-daudience-des-medias"
          "yearMonth" => "1998-01"
          "year" => "1998"
          "title" => "La mesure d'audience des médias"
          "description" => "DUSSAIX, A.M. (1998). La mesure d'audience des médias. <i>Journal de la Société Française de Statistique & Revue de statistique appliquée</i>, pp. 41-60."
          "authors" => array:1 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
          ]
          "ouvrage" => ""
          "keywords" => []
          "updatedAt" => "2021-07-13 14:30:26"
          "publicationUrl" => null
          "publicationInfo" => array:3 [
            "pages" => "41-60"
            "volume" => null
            "number" => null
          ]
          "type" => array:2 [
            "fr" => "Articles"
            "en" => "Journal articles"
          ]
          "support_type" => array:2 [
            "fr" => "Revue professionnelle"
            "en" => "Professional journal"
          ]
          "countries" => array:2 [
            "fr" => null
            "en" => null
          ]
          "abstract" => array:2 [
            "fr" => "Cet article décrit les différentes études permettant de mesurer l'audience des différents médias (presse, télévision, radio, affichage). Il présente aussi les différentes recherches réalisées ou à entreprendre dans le domaine."
            "en" => "This paper describes the different sample surveys existing in France which allow the audience measurement of the main media (newspapers, magazines, TV, radio, outdoor advertising). It also presents different research topics to be investigated in this field."
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      1 => Essec\Faculty\Model\Contribution {#2248
        #_index: "academ_contributions"
        #_id: "1548"
        #_source: array:18 [
          "id" => "1548"
          "slug" => "la-precision-des-enquetes-revisitee"
          "yearMonth" => "1999-01"
          "year" => "1999"
          "title" => "La précision des enquêtes revisitée"
          "description" => "DUSSAIX, A.M. (1999). La précision des enquêtes revisitée. <i>La Revue de MODULAD</i>, pp. 101-104."
          "authors" => array:1 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
          ]
          "ouvrage" => ""
          "keywords" => []
          "updatedAt" => "2021-07-13 14:30:26"
          "publicationUrl" => null
          "publicationInfo" => array:3 [
            "pages" => "101-104"
            "volume" => null
            "number" => null
          ]
          "type" => array:2 [
            "fr" => "Articles"
            "en" => "Journal articles"
          ]
          "support_type" => array:2 [
            "fr" => "Revue professionnelle"
            "en" => "Professional journal"
          ]
          "countries" => array:2 [
            "fr" => null
            "en" => null
          ]
          "abstract" => array:2 [
            "fr" => "Cet article a pour objectif de développer un résultat simple permettant d'exprimer la précision dans l'estimation d'une moyenne en fonction en particulier du nombre d'individus de l'échantillon pour lesquels la variable étudiée a une valeur non nulle."
            "en" => "The aim of this paper is to give a simple formula which links the accuracy of the mean estimator in the case of simple random sampling to the number of sampled individuals for which the studied variable takes a strictly positive value."
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      2 => Essec\Faculty\Model\Contribution {#2250
        #_index: "academ_contributions"
        #_id: "5834"
        #_source: array:18 [
          "id" => "5834"
          "slug" => "effet-de-grappe-dans-un-panel-de-consommateurs-quelques-resultats-empiriques"
          "yearMonth" => "1992-05"
          "year" => "1992"
          "title" => "Effet de grappe dans un panel de consommateurs : quelques résultats empiriques"
          "description" => "DUSSAIX, A.M. et PALMERO, G. (1992). Effet de grappe dans un panel de consommateurs : quelques résultats empiriques."
          "authors" => array:2 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
            1 => array:1 [
              "name" => "PALMERO G."
            ]
          ]
          "ouvrage" => ""
          "keywords" => []
          "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" => null
            "en" => null
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      3 => Essec\Faculty\Model\Contribution {#2247
        #_index: "academ_contributions"
        #_id: "5894"
        #_source: array:18 [
          "id" => "5894"
          "slug" => "estimation-pour-des-domaines-detude-resultats-empiriques"
          "yearMonth" => "1989-09"
          "year" => "1989"
          "title" => "Estimation pour des domaines d'étude : résultats empiriques"
          "description" => "DUSSAIX, A.M., DESBROSSES, J.P. et PATIN, M. (1989). Estimation pour des domaines d'étude : résultats empiriques."
          "authors" => array:3 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
            1 => array:1 [
              "name" => "DESBROSSES J.P."
            ]
            2 => array:1 [
              "name" => "PATIN M."
            ]
          ]
          "ouvrage" => ""
          "keywords" => []
          "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" => null
            "en" => null
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      4 => Essec\Faculty\Model\Contribution {#2251
        #_index: "academ_contributions"
        #_id: "6556"
        #_source: array:18 [
          "id" => "6556"
          "slug" => "linteret-des-modeles"
          "yearMonth" => "1988-11"
          "year" => "1988"
          "title" => "L'intérêt des modèles"
          "description" => "DUSSAIX, A.M. (1988). L'intérêt des modèles."
          "authors" => array:1 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
          ]
          "ouvrage" => ""
          "keywords" => []
          "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" => null
            "en" => null
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      5 => Essec\Faculty\Model\Contribution {#2245
        #_index: "academ_contributions"
        #_id: "6675"
        #_source: array:18 [
          "id" => "6675"
          "slug" => "methodes-destimation-pour-des-domaines-detude-dans-le-cas-de-donnees-de-panel"
          "yearMonth" => "1988-06"
          "year" => "1988"
          "title" => "Méthodes d'estimation pour des domaines d'étude dans le cas de données de panel"
          "description" => "DUSSAIX, A.M. (1988). Méthodes d'estimation pour des domaines d'étude dans le cas de données de panel."
          "authors" => array:1 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
          ]
          "ouvrage" => ""
          "keywords" => []
          "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" => null
            "en" => null
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      6 => Essec\Faculty\Model\Contribution {#2249
        #_index: "academ_contributions"
        #_id: "6678"
        #_source: array:18 [
          "id" => "6678"
          "slug" => "methodologie-des-enquetes-par-sondage"
          "yearMonth" => "1996-07"
          "year" => "1996"
          "title" => "Méthodologie des enquêtes par sondage"
          "description" => "DUSSAIX, A.M. (1996). Méthodologie des enquêtes par sondage."
          "authors" => array:1 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
          ]
          "ouvrage" => ""
          "keywords" => []
          "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" => "Cette intervention fait le point sur les développements principaux et les plus récents dans le domaine de la théorie des enquêtes par sondage et de leurs applications à la démographie et à la sociologie."
            "en" => "This presentation concerns the main and more recent developments in survey sampling theory and their applications to demography and sociology."
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      7 => Essec\Faculty\Model\Contribution {#2252
        #_index: "academ_contributions"
        #_id: "6695"
        #_source: array:18 [
          "id" => "6695"
          "slug" => "model-based-estimation-in-survey-sampling"
          "yearMonth" => "1988-07"
          "year" => "1988"
          "title" => "Model-Based Estimation in Survey Sampling"
          "description" => "DUSSAIX, A.M. (1988). Model-Based Estimation in Survey Sampling."
          "authors" => array:1 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
          ]
          "ouvrage" => ""
          "keywords" => []
          "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" => null
            "en" => null
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      8 => Essec\Faculty\Model\Contribution {#2253
        #_index: "academ_contributions"
        #_id: "3919"
        #_source: array:18 [
          "id" => "3919"
          "slug" => "les-enquetes-par-sondage"
          "yearMonth" => "1997-01"
          "year" => "1997"
          "title" => "Les enquêtes par sondage"
          "description" => "DUSSAIX, A.M. (1997). Les enquêtes par sondage. Dans: <i>L'Art du Management</i>. 1st ed. Pearson Village Mondial, pp. 144-149."
          "authors" => array:1 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
          ]
          "ouvrage" => "L'Art du Management"
          "keywords" => []
          "updatedAt" => "2021-09-06 14:06:32"
          "publicationUrl" => null
          "publicationInfo" => array:3 [
            "pages" => "144-149"
            "volume" => null
            "number" => null
          ]
          "type" => array:2 [
            "fr" => "Chapitres"
            "en" => "Book chapters"
          ]
          "support_type" => array:2 [
            "fr" => "Editeur"
            "en" => "Publisher"
          ]
          "countries" => array:2 [
            "fr" => null
            "en" => null
          ]
          "abstract" => array:2 [
            "fr" => "Les enquêtes par sondage contribuent de façon majeure à l'information économique et sociale. Cet article décrit les différentes étapes d'une enquête par sondage, les biais possibles à chacune de ces étapes et les solutions pour les éviter. Il décrit aussi les développements récents et importants qu'ont connu ces dernières années les méthodes de collecte et d'analyse des informations."
            "en" => "Sample surveys are a major contribution to social and economic information systems. This paper describes the different steps in a sample survey, the biases which can occur at each step and solutions to avoid them. It also describes important and recent changes in collection and analysis methods in sample surveys."
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      9 => Essec\Faculty\Model\Contribution {#2254
        #_index: "academ_contributions"
        #_id: "4025"
        #_source: array:18 [
          "id" => "4025"
          "slug" => "modeles-de-comportement-et-precision-des-donnees-denquetes-et-de-panels"
          "yearMonth" => "2002-01"
          "year" => "2002"
          "title" => "Modèles de comportement et précision des données d'enquêtes et de panels"
          "description" => "DUSSAIX, A.M. (2002). Modèles de comportement et précision des données d'enquêtes et de panels. Dans: <i>Ecrits sur les processus aléatoires (mélanges en hommage à Robert Fortet)</i>. 1st ed. Hermès Sciences, Lavoisier, pp. 103-118."
          "authors" => array:1 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
          ]
          "ouvrage" => "Ecrits sur les processus aléatoires (mélanges en hommage à Robert Fortet)"
          "keywords" => []
          "updatedAt" => "2021-09-06 14:06:32"
          "publicationUrl" => null
          "publicationInfo" => array:3 [
            "pages" => "103-118"
            "volume" => null
            "number" => null
          ]
          "type" => array:2 [
            "fr" => "Chapitres"
            "en" => "Book chapters"
          ]
          "support_type" => array:2 [
            "fr" => "Editeur"
            "en" => "Publisher"
          ]
          "countries" => array:2 [
            "fr" => null
            "en" => null
          ]
          "abstract" => array:2 [
            "fr" => "Ce chapitre résume des travaux réalisés par le Professeur Fortet sur les données d'enquêtes et de panels entre 1974 et 1980 et généralisés par l'auteur dans le cas d'échantillons partiellement renouvelés. Le chapitre met en évidence l'aspect très novateur de ces travaux."
            "en" => "This chapter summarizes Professor Fortet's work on sample surveys and panel surveys between 1974 and 1980. These results were hen extended by A.M. Dussaix to rotating surveys."
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      10 => Essec\Faculty\Model\Contribution {#2255
        #_index: "academ_contributions"
        #_id: "4093"
        #_source: array:18 [
          "id" => "4093"
          "slug" => "principes-des-methodes-de-redressement"
          "yearMonth" => "2001-01"
          "year" => "2001"
          "title" => "Principes des méthodes de redressement"
          "description" => "DUSSAIX, A.M. (2001). Principes des méthodes de redressement. Dans: <i>Traitements des fichiers d'enquêtes : redressements, injections de réponses, fusions</i>. 1st ed. Presses Universitaires de Grenoble, pp. 17-29."
          "authors" => array:1 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
          ]
          "ouvrage" => "Traitements des fichiers d'enquêtes : redressements, injections de réponses, fusions"
          "keywords" => []
          "updatedAt" => "2021-09-06 14:06:32"
          "publicationUrl" => null
          "publicationInfo" => array:3 [
            "pages" => "17-29"
            "volume" => null
            "number" => null
          ]
          "type" => array:2 [
            "fr" => "Chapitres"
            "en" => "Book chapters"
          ]
          "support_type" => array:2 [
            "fr" => "Editeur"
            "en" => "Publisher"
          ]
          "countries" => array:2 [
            "fr" => null
            "en" => null
          ]
          "abstract" => array:2 [
            "fr" => "Ce livre est consacré aux traitements de données d'enquête qui sont souvent des préalables à leur utilisation : méthodes de redressement, méthodes d'injection et de fusion. Le chapitre 2 expose le principe méthodologique des méthodes de redressement dans les enquêtes par sondage."
            "en" => "This book is devoted to methods which are often used after survey data collection and before the effective use of these data: weighting methods, statistical matching and data files merging. Chapter 2 develops the methodological principles of weighting methods."
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      11 => Essec\Faculty\Model\Contribution {#2256
        #_index: "academ_contributions"
        #_id: "4169"
        #_source: array:18 [
          "id" => "4169"
          "slug" => "sondages-et-qualite-des-donnees"
          "yearMonth" => "1993-01"
          "year" => "1993"
          "title" => "Sondages et qualité des données"
          "description" => "DUSSAIX, A.M. et GROSBRAS, J.M. (1993). Sondages et qualité des données. Dans: <i>Traitements statistiques des enquêtes</i>. 1st ed. Dunod, pp. 21-52."
          "authors" => array:2 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
            1 => array:1 [
              "name" => "GROSBRAS J.M."
            ]
          ]
          "ouvrage" => "Traitements statistiques des enquêtes"
          "keywords" => []
          "updatedAt" => "2021-09-06 14:06:32"
          "publicationUrl" => null
          "publicationInfo" => array:3 [
            "pages" => "21-52"
            "volume" => null
            "number" => null
          ]
          "type" => array:2 [
            "fr" => "Chapitres"
            "en" => "Book chapters"
          ]
          "support_type" => array:2 [
            "fr" => "Editeur"
            "en" => "Publisher"
          ]
          "countries" => array:2 [
            "fr" => null
            "en" => null
          ]
          "abstract" => array:2 [
            "fr" => "Cet ouvrage a pour sujet le traitement statistique des enquêtes, depuis la conception du plan de sondage et du questionnaire jusqu'à l'analyse des questions ouvertes et à l'utilisation de méthodes d'analyse des données."
            "en" => "This book is concerned with the statistical analysis of surveys, beginning with the construction of questionnaires and the sampling design , it also presents data analysis and analysis of open questions."
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      12 => Essec\Faculty\Model\Contribution {#2257
        #_index: "academ_contributions"
        #_id: "4340"
        #_source: array:18 [
          "id" => "4340"
          "slug" => "a-study-of-the-impact-of-promotions-on-sales-data-collection-and-statistical-analysis-methods"
          "yearMonth" => "1995-08"
          "year" => "1995"
          "title" => "A Study of the Impact of Promotions on Sales : Data Collection and Statistical Analysis Methods"
          "description" => "DUSSAIX, A.M. et INDJEHAGOPIAN, J.P. (1995). A Study of the Impact of Promotions on Sales : Data Collection and Statistical Analysis Methods. Dans: <i>Bulletin de l'Institut International de Statistique (Bulletin of the International Statistical Institute)</i>. Institut International de Statistique (IIS), pp. 309-310."
          "authors" => array:2 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
            1 => array:3 [
              "name" => "INDJEHAGOPIAN Jean-Pierre"
              "bid" => "B00000258"
              "slug" => "indjehagopian-jean-pierre"
            ]
          ]
          "ouvrage" => "Bulletin de l'Institut International de Statistique (Bulletin of the International Statistical Institute)"
          "keywords" => []
          "updatedAt" => "2021-04-19 17:57:25"
          "publicationUrl" => null
          "publicationInfo" => array:3 [
            "pages" => "309-310"
            "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" => "L'étude de la promotion des ventes constitue un sujet de recherche important en marketing à cause de l'importance des sommes investies et de l'émergence de nouvelles sources de données. La communication a pour but de présenter à un public de statisticiens les méthodes de collecte et d'analyse de ces données permettant d'analyser l'impact des promotions sur les ventes. Les limites de ces modèles et des solutions alternatives seront mises en évidence."
            "en" => "Studying sales promotions represents an important research topic in marketing because of the amounts of money invested and the emergence of new sources of data. The aim of this paper is to present statisticians with these new sources of data and methods of analysis for studying the impact of promotions on sales. The limitations of the models and some solutions will be put forward."
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      13 => Essec\Faculty\Model\Contribution {#2258
        #_index: "academ_contributions"
        #_id: "4735"
        #_source: array:18 [
          "id" => "4735"
          "slug" => "la-mesure-de-laudience-des-differents-medias"
          "yearMonth" => "1999-04"
          "year" => "1999"
          "title" => "La mesure de l'audience des différents médias"
          "description" => "DUSSAIX, A.M. (1999). La mesure de l'audience des différents médias. Dans: <i>Enquêtes et systèmes d'information. La statistique en entreprise</i>. AFRISTAT, pp. 33-39."
          "authors" => array:1 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
          ]
          "ouvrage" => "Enquêtes et systèmes d'information. La statistique en entreprise"
          "keywords" => []
          "updatedAt" => "2021-04-19 17:57:25"
          "publicationUrl" => null
          "publicationInfo" => array:3 [
            "pages" => "33-39"
            "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" => "Dans cette communication, on décrit l'intérêt que représente la mesure d'audience des différents médias (presse, affichage, TV, radio, cinéma), les utilisations qui en sont faites par les principaux acteurs (médias, annonceurs, agences de publicité) et les enjeux économiques qui lui sont liés. On présente les différents systèmes d'enquêtes permettant d'effectuer les mesures d'audience pour chacun des médias considérés et les évolutions à venir pour ces systèmes d'enquêtes."
            "en" => "In this presentation, we focus on audience measurement surveys, and their uses by producers, advertisers and medias. We present the main survey methodologies for each media, their advantages and disadvantages and possible evolutions."
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      14 => Essec\Faculty\Model\Contribution {#2259
        #_index: "academ_contributions"
        #_id: "4787"
        #_source: array:18 [
          "id" => "4787"
          "slug" => "lenseignement-des-sondages-a-des-etudiants-de-formations-differentes-quelques-experiences"
          "yearMonth" => "1997-07"
          "year" => "1997"
          "title" => "L'enseignement des sondages à des étudiants de formations différentes : quelques expériences"
          "description" => "DUSSAIX, A.M. (1997). L'enseignement des sondages à des étudiants de formations différentes : quelques expériences. Dans: <i>Bulletin de l'Institut International de Statistique (51e Session - Istanbul - 1997)</i>. State Institute of Statistics, pp. 425-428."
          "authors" => array:1 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
          ]
          "ouvrage" => "Bulletin de l'Institut International de Statistique (51e Session - Istanbul - 1997)"
          "keywords" => []
          "updatedAt" => "2021-04-19 17:57:25"
          "publicationUrl" => null
          "publicationInfo" => array:3 [
            "pages" => "425-428"
            "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" => "L'enseignement d'un cours spécialisé en théorie des sondages pour des étudiants en statistique est rarement contesté et pose d'intéressants problèmes pédagogiques. Par contre, dans les enseignements de statistique, dans le cadre des universités de gestion ou des écoles de commerce, on aborde rarement l'enseignement des méthodes de sondage. Plusieurs expériences d'enseignement dans les deux environnements seront présentées."
            "en" => "The need for a specialized course in sampling and sample surveys for future statisticians is usually not contested ,  the teaching of such a course (topics, pedagogical methods,...) produces many interesting and important questions. On the other hand, in business schools in both universities and "Grandes Ecoles", introductory statistics courses do not usually deal with survey sampling and focus much more on data analysis methods. This presentation will describe some experiences of teaching survey sampling methods in both settings."
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      15 => Essec\Faculty\Model\Contribution {#2260
        #_index: "academ_contributions"
        #_id: "7818"
        #_source: array:18 [
          "id" => "7818"
          "slug" => "la-renovation-du-recensement-de-la-population-le-choix-du-mode-de-sondage-dans-les-grandes-communes"
          "yearMonth" => "2001-01"
          "year" => "2001"
          "title" => "La rénovation du recensement de la population : le choix du mode de sondage dans les grandes communes"
          "description" => "DUSSAIX, A.M. (2001). La rénovation du recensement de la population : le choix du mode de sondage dans les grandes communes. Journal de la Société Française de Statistique, France."
          "authors" => array:1 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
          ]
          "ouvrage" => ""
          "keywords" => []
          "updatedAt" => "2021-07-13 14:31:13"
          "publicationUrl" => null
          "publicationInfo" => array:3 [
            "pages" => "37-39"
            "volume" => null
            "number" => null
          ]
          "type" => array:2 [
            "fr" => "Compte-rendus d'ouvrage"
            "en" => "Book reviews"
          ]
          "support_type" => array:2 [
            "fr" => "Revue scientifique"
            "en" => "Scientific journal"
          ]
          "countries" => array:2 [
            "fr" => null
            "en" => null
          ]
          "abstract" => array:2 [
            "fr" => null
            "en" => null
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      16 => Essec\Faculty\Model\Contribution {#2261
        #_index: "academ_contributions"
        #_id: "2999"
        #_source: array:18 [
          "id" => "2999"
          "slug" => "exercices-de-sondages-avec-aide-memoire-et-solutions"
          "yearMonth" => "1992-01"
          "year" => "1992"
          "title" => "Exercices de sondages - Avec aide-mémoire et solutions"
          "description" => "DUSSAIX, A.M. et GROSBRAS, J.M. (1992). <i>Exercices de sondages - Avec aide-mémoire et solutions</i>. Economica, 165 pages."
          "authors" => array:2 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
            1 => array:1 [
              "name" => "GROSBRAS J.M."
            ]
          ]
          "ouvrage" => ""
          "keywords" => []
          "updatedAt" => "2021-09-06 14:06:32"
          "publicationUrl" => null
          "publicationInfo" => array:3 [
            "pages" => null
            "volume" => null
            "number" => null
          ]
          "type" => array:2 [
            "fr" => "Livres"
            "en" => "Books"
          ]
          "support_type" => array:2 [
            "fr" => "Revue scientifique"
            "en" => "Scientific journal"
          ]
          "countries" => array:2 [
            "fr" => null
            "en" => null
          ]
          "abstract" => array:2 [
            "fr" => "Ce livre présente cinquante exercices de sondages et est destiné à accompagner un enseignement des méthodes statistiques de sondages. Ces exercices sont inspirés de cas, extraits de domaines d'application variés : économie, sociologie, études de marché, gestion, épidémiologie."
            "en" => "This book presents fifty exercises in the field of sampling methods. It is intended to be used within a basic course of statistical sampling methods, applied throughout these exercises, to a large number of fields of application : economy, management, market surveys, epidemiology..."
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      17 => Essec\Faculty\Model\Contribution {#2262
        #_index: "academ_contributions"
        #_id: "7985"
        #_source: array:18 [
          "id" => "7985"
          "slug" => "determination-de-la-taille-dechantillon-pour-la-mesure-devolutions"
          "yearMonth" => "1986-01"
          "year" => "1986"
          "title" => "Détermination de la taille d'échantillon pour la mesure d'évolutions"
          "description" => "DUSSAIX, A.M. (1986). <i>Détermination de la taille d'échantillon pour la mesure d'évolutions</i>. ESSEC Business School."
          "authors" => array:1 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
          ]
          "ouvrage" => ""
          "keywords" => []
          "updatedAt" => "2020-12-17 21:00:33"
          "publicationUrl" => null
          "publicationInfo" => array:3 [
            "pages" => null
            "volume" => null
            "number" => null
          ]
          "type" => array:2 [
            "fr" => "Documents de travail"
            "en" => "Working Papers"
          ]
          "support_type" => array:2 [
            "fr" => "Editeur"
            "en" => "Publisher"
          ]
          "countries" => array:2 [
            "fr" => null
            "en" => null
          ]
          "abstract" => array:2 [
            "fr" => null
            "en" => null
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      18 => Essec\Faculty\Model\Contribution {#2263
        #_index: "academ_contributions"
        #_id: "3190"
        #_source: array:18 [
          "id" => "3190"
          "slug" => "les-sondages-principes-et-methodes"
          "yearMonth" => "1993-08"
          "year" => "1993"
          "title" => "Les sondages : principes et méthodes"
          "description" => "DUSSAIX, A.M. et GROSBRAS, J.M. (1993). <i>Les sondages : principes et méthodes</i>. PUF, 122 pages."
          "authors" => array:2 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
            1 => array:1 [
              "name" => "GROSBRAS J.M."
            ]
          ]
          "ouvrage" => ""
          "keywords" => []
          "updatedAt" => "2021-09-06 14:06:32"
          "publicationUrl" => null
          "publicationInfo" => array:3 [
            "pages" => null
            "volume" => null
            "number" => null
          ]
          "type" => array:2 [
            "fr" => "Livres"
            "en" => "Books"
          ]
          "support_type" => array:2 [
            "fr" => "Editeur"
            "en" => "Publisher"
          ]
          "countries" => array:2 [
            "fr" => null
            "en" => null
          ]
          "abstract" => array:2 [
            "fr" => "L'ouvrage développe les principales étapes de réalisation d'une enquête par sondage, et plus particulièrement les différentes méthodes pour constituer un échantillon et les différents types d'erreur dans une enquête par sondage."
            "en" => "This book describes the main steps in a sampling survey, with special focus on sampling methods and non-sampling errors."
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      19 => Essec\Faculty\Model\Contribution {#2264
        #_index: "academ_contributions"
        #_id: "3217"
        #_source: array:18 [
          "id" => "3217"
          "slug" => "market-etudes-et-recherches-en-marketing"
          "yearMonth" => "2003-01"
          "year" => "2003"
          "title" => "Market. Etudes et recherches en marketing"
          "description" => "EVRARD, Y., PRAS, B., ROUX, E., DESMET, P. et DUSSAIX, A.M. (2003). <i>Market. Etudes et recherches en marketing</i>. Dunod, 699 pages."
          "authors" => array:5 [
            0 => array:3 [
              "name" => "PRAS Bernard"
              "bid" => "B00000433"
              "slug" => "pras-bernard"
            ]
            1 => array:3 [
              "name" => "DESMET Pierre"
              "bid" => "B00000155"
              "slug" => "desmet-pierre"
            ]
            2 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
            3 => array:1 [
              "name" => "EVRARD Y."
            ]
            4 => array:1 [
              "name" => "ROUX E."
            ]
          ]
          "ouvrage" => ""
          "keywords" => []
          "updatedAt" => "2021-09-06 14:06:32"
          "publicationUrl" => null
          "publicationInfo" => array:3 [
            "pages" => null
            "volume" => null
            "number" => null
          ]
          "type" => array:2 [
            "fr" => "Livres"
            "en" => "Books"
          ]
          "support_type" => array:2 [
            "fr" => "Editeur"
            "en" => "Publisher"
          ]
          "countries" => array:2 [
            "fr" => null
            "en" => null
          ]
          "abstract" => array:2 [
            "fr" => "Ce livre d'études et de recherches en marketing a pour originalité de présenter tout à la fois les méthodes qualitatives et quantitatives, allant des études exploratoires aux systèmes experts, en passant par les analyses de données et la collecte d'informations. Orienté vers la prise de décision, il part des problèmes de recherche pour montrer quelles analyses et quels types de recueils de données sont pertinents pour les traiter."
            "en" => "The particularity of this book on market research is that it uses both qualitative and quantitative methods, from exploratory studies to expert systems, including data collection analysis. With the aim of facilitating decisions, it considers basic research problems, indicating which analyses and types of data are relevant for solving them."
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      20 => Essec\Faculty\Model\Contribution {#2265
        #_index: "academ_contributions"
        #_id: "3229"
        #_source: array:18 [
          "id" => "3229"
          "slug" => "mesurer-laudience-des-medias"
          "yearMonth" => "2002-01"
          "year" => "2002"
          "title" => "Mesurer l'audience des médias"
          "description" => "BRIGNIER, J.M., CHAVENON, H., DUPONT-CHESTEM, F., DUSSAIX, A.M. et HAERING, H. (2002). <i>Mesurer l'audience des médias</i>. Dunod, 336 pages."
          "authors" => array:5 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
            1 => array:1 [
              "name" => "BRIGNIER J.M."
            ]
            2 => array:1 [
              "name" => "CHAVENON H."
            ]
            3 => array:1 [
              "name" => "DUPONT-CHESTEM F."
            ]
            4 => array:1 [
              "name" => "HAERING H."
            ]
          ]
          "ouvrage" => ""
          "keywords" => []
          "updatedAt" => "2021-09-06 14:06:32"
          "publicationUrl" => null
          "publicationInfo" => array:3 [
            "pages" => null
            "volume" => null
            "number" => null
          ]
          "type" => array:2 [
            "fr" => "Livres"
            "en" => "Books"
          ]
          "support_type" => array:2 [
            "fr" => "Editeur"
            "en" => "Publisher"
          ]
          "countries" => array:2 [
            "fr" => null
            "en" => null
          ]
          "abstract" => array:2 [
            "fr" => "L'ouvrage recense les méthodes de mesure d'audience propres à chaque média (presse, télévision, radio, cinéma, affichage, internet) dans les contextes français et européen ainsi que leurs perspectives d'évolution. Les utilisations des mesures d'audience en media-planning sont aussi développées."
            "en" => "This book presents media audience measurement research (readership, television, radio, cinema, poster advertising and internet) measurement in the French and European contexts. It also presents the use of audience research in media-planning."
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      21 => Essec\Faculty\Model\Contribution {#2266
        #_index: "academ_contributions"
        #_id: "3315"
        #_source: array:18 [
          "id" => "3315"
          "slug" => "statistique-pour-la-gestion"
          "yearMonth" => "1991-02"
          "year" => "1991"
          "title" => "Statistique pour la gestion"
          "description" => "DUSSAIX, A.M. et INDJEHAGOPIAN, J.P. (1991). <i>Statistique pour la gestion</i>. Éditions d'Organisation, 36 pages."
          "authors" => array:2 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
            1 => array:3 [
              "name" => "INDJEHAGOPIAN Jean-Pierre"
              "bid" => "B00000258"
              "slug" => "indjehagopian-jean-pierre"
            ]
          ]
          "ouvrage" => ""
          "keywords" => []
          "updatedAt" => "2021-09-06 14:06:32"
          "publicationUrl" => null
          "publicationInfo" => array:3 [
            "pages" => null
            "volume" => null
            "number" => null
          ]
          "type" => array:2 [
            "fr" => "Livres"
            "en" => "Books"
          ]
          "support_type" => array:2 [
            "fr" => "Editeur"
            "en" => "Publisher"
          ]
          "countries" => array:2 [
            "fr" => null
            "en" => null
          ]
          "abstract" => array:2 [
            "fr" => "Ce memento rassemble les principales tables statistiques utilisées pour la gestion ainsi qu'un aide-mémoire de méthodes statistiques (estimation et tests, régression)."
            "en" => "This book contains the main statistical tables used for management purposes, as well as a memorandum on statistical methods (estimation and tests, regression)."
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      22 => Essec\Faculty\Model\Contribution {#2267
        #_index: "academ_contributions"
        #_id: "3353"
        #_source: array:18 [
          "id" => "3353"
          "slug" => "ouvrage-en-collaboration"
          "yearMonth" => "1993-01"
          "year" => "1993"
          "title" => "(ouvrage en collaboration)"
          "description" => "DUSSAIX, A.M. (1993). (ouvrage en collaboration). Dans: <i>Market - Etudes et recherches en marketing : fondement, méthodes</i>. 1st ed. Nathan."
          "authors" => array:1 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
          ]
          "ouvrage" => "Market - Etudes et recherches en marketing : fondement, méthodes"
          "keywords" => []
          "updatedAt" => "2021-09-06 14:06:32"
          "publicationUrl" => null
          "publicationInfo" => array:3 [
            "pages" => null
            "volume" => null
            "number" => null
          ]
          "type" => array:2 [
            "fr" => "Chapitres"
            "en" => "Book chapters"
          ]
          "support_type" => array:2 [
            "fr" => "Editeur"
            "en" => "Publisher"
          ]
          "countries" => array:2 [
            "fr" => null
            "en" => null
          ]
          "abstract" => array:2 [
            "fr" => "Ce livre d'études et de recherches en marketing a pour originalité de présenter tout à la fois les méthodes qualitatives et quantitatives, allant des études exploratoires aux systèmes experts, en passant par les analyses de données et la collecte d'informations. Orienté vers la prise de décision, il part des problèmes de recherche pour montrer quelles analyses et quels types de recueils de données sont pertinents pour les traiter."
            "en" => "The particularity of this book on market research is that it uses both qualitative and quantitative methods, from exploratory studies to expert systems, including data collection analysis. With the aim of facilitating decisions, it considers basic research problems, indicating which analyses and types of data are relevant for solving them."
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      23 => Essec\Faculty\Model\Contribution {#2268
        #_index: "academ_contributions"
        #_id: "3642"
        #_source: array:18 [
          "id" => "3642"
          "slug" => "extraire-un-echantillon"
          "yearMonth" => "1999-01"
          "year" => "1999"
          "title" => "Extraire un échantillon"
          "description" => "DUSSAIX, A.M. (1999). Extraire un échantillon. Dans: <i>Manuel de Gestion</i>. 1st ed. Ellipses, pp. 769-781."
          "authors" => array:1 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
          ]
          "ouvrage" => "Manuel de Gestion"
          "keywords" => []
          "updatedAt" => "2021-09-06 14:06:32"
          "publicationUrl" => null
          "publicationInfo" => array:3 [
            "pages" => "769-781"
            "volume" => null
            "number" => null
          ]
          "type" => array:2 [
            "fr" => "Chapitres"
            "en" => "Book chapters"
          ]
          "support_type" => array:2 [
            "fr" => "Editeur"
            "en" => "Publisher"
          ]
          "countries" => array:2 [
            "fr" => null
            "en" => null
          ]
          "abstract" => array:2 [
            "fr" => "Ce chapitre 1 "Extraire un échantillon" du livre 8 "Techniques quantitatives de gestion" décrit les différentes méthodes de sondage permettant de sélectionner un échantillon d'individus dans une population plus vaste."
            "en" => "This chapter 1 "Extraire un échantillon" within book 8 "Techniques quantitatives de gestion" describes the various sampling methods used to select a sample of individuals from a given population."
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      24 => Essec\Faculty\Model\Contribution {#2269
        #_index: "academ_contributions"
        #_id: "3602"
        #_source: array:18 [
          "id" => "3602"
          "slug" => "enquetes-repetees-dans-le-temps"
          "yearMonth" => "1987-01"
          "year" => "1987"
          "title" => "Enquêtes répétées dans le temps"
          "description" => "DUSSAIX, A.M. (1987). Enquêtes répétées dans le temps. Dans: <i>Les Sondages</i>. 1st ed. Economica, pp. 197-208."
          "authors" => array:1 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
          ]
          "ouvrage" => "Les Sondages"
          "keywords" => []
          "updatedAt" => "2021-09-06 14:06:32"
          "publicationUrl" => null
          "publicationInfo" => array:3 [
            "pages" => "197-208"
            "volume" => null
            "number" => null
          ]
          "type" => array:2 [
            "fr" => "Chapitres"
            "en" => "Book chapters"
          ]
          "support_type" => array:2 [
            "fr" => "Revue scientifique"
            "en" => "Scientific journal"
          ]
          "countries" => array:2 [
            "fr" => null
            "en" => null
          ]
          "abstract" => array:2 [
            "fr" => null
            "en" => null
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      25 => Essec\Faculty\Model\Contribution {#2270
        #_index: "academ_contributions"
        #_id: "979"
        #_source: array:18 [
          "id" => "979"
          "slug" => "determination-de-la-taille-dechantillon-pour-la-mesure-devolutions"
          "yearMonth" => "1987-01"
          "year" => "1987"
          "title" => "Détermination de la taille d'échantillon pour la mesure d'évolutions"
          "description" => "DUSSAIX, A.M. (1987). Détermination de la taille d'échantillon pour la mesure d'évolutions. <i>Journal de la Société Française de Statistique & Revue de statistique appliquée</i>, pp. 25-36."
          "authors" => array:1 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
          ]
          "ouvrage" => ""
          "keywords" => []
          "updatedAt" => "2021-07-13 14:30:09"
          "publicationUrl" => null
          "publicationInfo" => array:3 [
            "pages" => "25-36"
            "volume" => null
            "number" => null
          ]
          "type" => array:2 [
            "fr" => "Articles"
            "en" => "Journal articles"
          ]
          "support_type" => array:2 [
            "fr" => "Revue professionnelle"
            "en" => "Professional journal"
          ]
          "countries" => array:2 [
            "fr" => null
            "en" => null
          ]
          "abstract" => array:2 [
            "fr" => null
            "en" => null
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      26 => Essec\Faculty\Model\Contribution {#2271
        #_index: "academ_contributions"
        #_id: "3944"
        #_source: array:18 [
          "id" => "3944"
          "slug" => "les-sources-dinformations-commerciales"
          "yearMonth" => "1991-12"
          "year" => "1991"
          "title" => "Les sources d'informations commerciales"
          "description" => "DUSSAIX, A.M. (1991). Les sources d'informations commerciales. Dans: <i>Encyclopédie du Management</i>. 1st ed. Vuibert, pp. 857-874."
          "authors" => array:1 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
          ]
          "ouvrage" => "Encyclopédie du Management"
          "keywords" => []
          "updatedAt" => "2021-09-06 14:06:32"
          "publicationUrl" => null
          "publicationInfo" => array:3 [
            "pages" => "857-874"
            "volume" => null
            "number" => null
          ]
          "type" => array:2 [
            "fr" => "Chapitres"
            "en" => "Book chapters"
          ]
          "support_type" => array:2 [
            "fr" => "Editeur"
            "en" => "Publisher"
          ]
          "countries" => array:2 [
            "fr" => null
            "en" => null
          ]
          "abstract" => array:2 [
            "fr" => null
            "en" => null
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      27 => Essec\Faculty\Model\Contribution {#2272
        #_index: "academ_contributions"
        #_id: "3970"
        #_source: array:18 [
          "id" => "3970"
          "slug" => "linteret-des-modeles"
          "yearMonth" => "1990-01"
          "year" => "1990"
          "title" => "L'intérêt des modèles"
          "description" => "DUSSAIX, A.M. (1990). L'intérêt des modèles. Dans: <i>Au royaume des sondages</i>. 1st ed. Éditions l'Université de Bruxelles, pp. 49-53."
          "authors" => array:1 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
          ]
          "ouvrage" => "Au royaume des sondages"
          "keywords" => []
          "updatedAt" => "2021-09-06 14:06:32"
          "publicationUrl" => null
          "publicationInfo" => array:3 [
            "pages" => "49-53"
            "volume" => null
            "number" => null
          ]
          "type" => array:2 [
            "fr" => "Chapitres"
            "en" => "Book chapters"
          ]
          "support_type" => array:2 [
            "fr" => "Editeur"
            "en" => "Publisher"
          ]
          "countries" => array:2 [
            "fr" => null
            "en" => null
          ]
          "abstract" => array:2 [
            "fr" => null
            "en" => null
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      28 => Essec\Faculty\Model\Contribution {#2273
        #_index: "academ_contributions"
        #_id: "4026"
        #_source: array:18 [
          "id" => "4026"
          "slug" => "modeles-de-surpopulation"
          "yearMonth" => "1987-01"
          "year" => "1987"
          "title" => "Modèles de surpopulation"
          "description" => "DUSSAIX, A.M. (1987). Modèles de surpopulation. Dans: <i>Les Sondages</i>. 1st ed. Economica, pp. 67-88."
          "authors" => array:1 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
          ]
          "ouvrage" => "Les Sondages"
          "keywords" => []
          "updatedAt" => "2021-09-06 14:06:32"
          "publicationUrl" => null
          "publicationInfo" => array:3 [
            "pages" => "67-88"
            "volume" => null
            "number" => null
          ]
          "type" => array:2 [
            "fr" => "Chapitres"
            "en" => "Book chapters"
          ]
          "support_type" => array:2 [
            "fr" => "Revue scientifique"
            "en" => "Scientific journal"
          ]
          "countries" => array:2 [
            "fr" => null
            "en" => null
          ]
          "abstract" => array:2 [
            "fr" => null
            "en" => null
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      29 => Essec\Faculty\Model\Contribution {#2274
        #_index: "academ_contributions"
        #_id: "4769"
        #_source: array:18 [
          "id" => "4769"
          "slug" => "le-choix-de-lechantillon"
          "yearMonth" => "1990-06"
          "year" => "1990"
          "title" => "Le choix de l'échantillon"
          "description" => "DUSSAIX, A.M. (1990). Le choix de l'échantillon. Dans: <i>Agro-industrie et méthodes statistiques</i>. Financial Management Association (FMA), pp. 42-56."
          "authors" => array:1 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
          ]
          "ouvrage" => "Agro-industrie et méthodes statistiques"
          "keywords" => []
          "updatedAt" => "2021-04-19 17:57:25"
          "publicationUrl" => null
          "publicationInfo" => array:3 [
            "pages" => "42-56"
            "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" => null
            "en" => null
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      30 => Essec\Faculty\Model\Contribution {#2275
        #_index: "academ_contributions"
        #_id: "5419"
        #_source: array:18 [
          "id" => "5419"
          "slug" => "analyse-conjointe-et-identification-des-criteres-de-choix-des-consommateurs"
          "yearMonth" => "1992-09"
          "year" => "1992"
          "title" => "Analyse conjointe et identification des critères de choix des consommateurs"
          "description" => "DUSSAIX, A.M. (1992). Analyse conjointe et identification des critères de choix des consommateurs."
          "authors" => array:1 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
          ]
          "ouvrage" => ""
          "keywords" => []
          "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" => "Après une introduction décrivant l'analyse conjointe, l'article situe l'analyse conjointe parmi l'ensemble des méthodes permettant d'identifier les critères de choix des consommateurs."
            "en" => "The paper gives a short description of conjoint analysis and compares this method to alternative methods for the identification of criteria used for choice by consumers."
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      31 => Essec\Faculty\Model\Contribution {#2276
        #_index: "academ_contributions"
        #_id: "6319"
        #_source: array:18 [
          "id" => "6319"
          "slug" => "la-mesure-de-laudience-des-differents-medias"
          "yearMonth" => "1999-04"
          "year" => "1999"
          "title" => "La mesure de l'audience des différents médias"
          "description" => "DUSSAIX, A.M. (1999). La mesure de l'audience des différents médias."
          "authors" => array:1 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
          ]
          "ouvrage" => ""
          "keywords" => []
          "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" => "Dans cette communication, on décrit l'intérêt que représente la mesure d'audience des différents médias (presse, affichage, TV, radio, cinéma), les utilisations qui en sont faites par les principaux acteurs (médias, annonceurs, agences de publicité) et les enjeux économiques qui lui sont liés. On présente les différents systèmes d'enquêtes permettant d'effectuer les mesures d'audience pour chacun des médias considérés et les évolutions à venir pour ces systèmes d'enquêtes."
            "en" => "In this presentation, we focus on audience measurement surveys, and their uses by producers, advertisers and medias. We present the main survey methodologies for each media, their advantages and disadvantages and possible evolutions."
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      32 => Essec\Faculty\Model\Contribution {#2277
        #_index: "academ_contributions"
        #_id: "6468"
        #_source: array:18 [
          "id" => "6468"
          "slug" => "lenseignement-des-sondages-a-des-etudiants-de-formations-differentes-quelques-experiences"
          "yearMonth" => "1997-08"
          "year" => "1997"
          "title" => "L'enseignement des sondages à des étudiants de formations différentes : quelques expériences"
          "description" => "DUSSAIX, A.M. (1997). L'enseignement des sondages à des étudiants de formations différentes : quelques expériences."
          "authors" => array:1 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
          ]
          "ouvrage" => ""
          "keywords" => []
          "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" => "L'enseignement des sondages à des étudiants de formations différentes : quelques expériences.  Conférence invitée à la 51e session de l'Institut International de Statistique Institut International de Statistique. Istanbul (Turquie), août 1997. L'enseignement d'un cours spécialisé en théorie des sondages pour des étudiants en statistique est rarement contesté et pose d'intéressants problèmes pédagogiques. Par contre, dans les enseignements de statistique, dans le cadre des universités de gestion ou des écoles de commerce, on aborde rarement l'enseignement des méthodes de sondage. Plusieurs expériences d'enseignement dans les deux environnements seront présentées."
            "en" => "The need for a specialized course in sampling and sample surveys for future statisticians is usually not contested ,  the teaching of such a course (topics, pedagogical methods,...) produces many  interesting and important questions. On the other hand, in business schools in both universities and "Grandes Ecoles",  introductory statistics courses do not usually deal with survey sampling and focus much more on data analysis methods. This presentation will describe some experiences of teaching survey sampling methods in both settings."
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      33 => Essec\Faculty\Model\Contribution {#2278
        #_index: "academ_contributions"
        #_id: "6698"
        #_source: array:18 [
          "id" => "6698"
          "slug" => "modeles-de-comportement-et-donnees-de-panels"
          "yearMonth" => "1995-06"
          "year" => "1995"
          "title" => "Modèles de comportement et données de panels"
          "description" => "DUSSAIX, A.M. (1995). Modèles de comportement et données de panels."
          "authors" => array:1 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
          ]
          "ouvrage" => ""
          "keywords" => []
          "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" => "Entre 1974 et 1980, le professeur Robert Fortet a réalisé des recherches sur le thème des données d'enquêtes et de panels. Cette communication résume ces travaux auxquels j'ai participé et les situe dans le cadre des recherches actuelles."
            "en" => "Between 1974 and 1980, Professor Robert Fortet undertook research work on surveys and panels. This communication summarizes this research work, in which I participated, and relates it to current research on the subject."
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      34 => Essec\Faculty\Model\Contribution {#2279
        #_index: "academ_contributions"
        #_id: "6937"
        #_source: array:18 [
          "id" => "6937"
          "slug" => "principe-des-methodes-de-redressement"
          "yearMonth" => "2000-04"
          "year" => "2000"
          "title" => "Principe des méthodes de redressement"
          "description" => "DUSSAIX, A.M. (2000). Principe des méthodes de redressement."
          "authors" => array:1 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
          ]
          "ouvrage" => ""
          "keywords" => []
          "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" => "Cette communication a pour objectif de présenter à un public d'universitaires et de professionnels, les techniques de redressement des données d'enquête. Leur objectif est d'incorporer, dans les estimateurs utilisés, des informations connues sur la population afin d'améliorer la précision."
            "en" => "The objective of this presentation is to introduce weighting methods and calibration estimators in the sample survey analysis. Their aim is to incorporate known auxiliary information in order to improve accuracy. These methods generalize the classical raking ratio estimator."
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      35 => Essec\Faculty\Model\Contribution {#2280
        #_index: "academ_contributions"
        #_id: "7106"
        #_source: array:18 [
          "id" => "7106"
          "slug" => "sampling-problems-in-marketing"
          "yearMonth" => "1996-05"
          "year" => "1996"
          "title" => "Sampling Problems in Marketing"
          "description" => "DUSSAIX, A.M. (1996). Sampling Problems in Marketing."
          "authors" => array:1 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
          ]
          "ouvrage" => ""
          "keywords" => []
          "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" => "Les chercheurs en marketing sont confrontés à des challenges concernant aussi bien les méthodes de collecte de données que d'analyse. Cette communication traite principalement du choix entre méthode aléatoire et méthode des quotas."
            "en" => "Survey researchers face a lot of challenging problems in data collection methods and data analysis. This presentation will mainly focus on the comparison between quota sampling and random sampling."
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      36 => Essec\Faculty\Model\Contribution {#2281
        #_index: "academ_contributions"
        #_id: "7151"
        #_source: array:18 [
          "id" => "7151"
          "slug" => "sondages-et-qualite-des-donnees"
          "yearMonth" => "1992-11"
          "year" => "1992"
          "title" => "Sondages et qualité des données"
          "description" => "DUSSAIX, A.M. (1992). Sondages et qualité des données."
          "authors" => array:1 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
          ]
          "ouvrage" => ""
          "keywords" => []
          "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" => "Cette communication s'intègredans une semaine consacrée au traitement statistique des enquêtes. Elle présente la construction du plan de sondage et les sources d'erreur dans une enquête par sondage."
            "en" => "This presentation was given during a week of conferences about the statistical analysis of survey data. It presents the construction of the sampling design and the main sources of error in a survey."
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      37 => Essec\Faculty\Model\Contribution {#2282
        #_index: "academ_contributions"
        #_id: "7688"
        #_source: array:18 [
          "id" => "7688"
          "slug" => "enquetes-et-sondages-methodes-modeles-applications-nouvelles-approches"
          "yearMonth" => "1999-01"
          "year" => "1999"
          "title" => "Enquêtes et sondages. Méthodes, modèles, applications, nouvelles approches"
          "description" => "BROSSIER, G. et DUSSAIX, A.M. [Eds] (1999). <i>Enquêtes et sondages. Méthodes, modèles, applications, nouvelles approches</i>. Dunod, 365 pages."
          "authors" => array:2 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
            1 => array:1 [
              "name" => "BROSSIER G."
            ]
          ]
          "ouvrage" => ""
          "keywords" => []
          "updatedAt" => "2020-12-17 21:00:33"
          "publicationUrl" => null
          "publicationInfo" => array:3 [
            "pages" => null
            "volume" => null
            "number" => null
          ]
          "type" => array:2 [
            "fr" => "Direction d'ouvrage"
            "en" => "Book editor"
          ]
          "support_type" => array:2 [
            "fr" => "Editeur"
            "en" => "Publisher"
          ]
          "countries" => array:2 [
            "fr" => null
            "en" => null
          ]
          "abstract" => array:2 [
            "fr" => "Cet ouvrage réunit des contributions très diverses dans le domaine des enquêtes par sondage. Ces contributions ont été présentées dans le cadre du premier colloque francophone sur les sondages, organisé à Rennes, par la Société Française de Statistique. Les thèmes abordés dans cet ouvrage sont très variés : problèmes de déontologie, résultats théoriques récents, nouvelles pratiques de sondages."
            "en" => "This book presents papers and contributions presented in the first "Colloque francophone sur les sondages" organized in Rennes by the Société Française de Statistique. The topics covered in the book concern ethic issues, new theoretical results and new practices in survey sampling."
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      38 => Essec\Faculty\Model\Contribution {#2283
        #_index: "academ_contributions"
        #_id: "8025"
        #_source: array:18 [
          "id" => "8025"
          "slug" => "etude-de-limpact-des-promotions-sur-les-ventes-methodes-de-collecte-des-donnees-et-methodes-danalyse-statistique"
          "yearMonth" => "1996-02"
          "year" => "1996"
          "title" => "Etude de l'impact des promotions sur les ventes : méthodes de collecte des données et méthodes d'analyse statistique"
          "description" => "DUSSAIX, A.M. et INDJEHAGOPIAN, J.P. (1996). <i>Etude de l'impact des promotions sur les ventes : méthodes de collecte des données et méthodes d'analyse statistique</i>. ESSEC Business School."
          "authors" => array:2 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
            1 => array:3 [
              "name" => "INDJEHAGOPIAN Jean-Pierre"
              "bid" => "B00000258"
              "slug" => "indjehagopian-jean-pierre"
            ]
          ]
          "ouvrage" => ""
          "keywords" => []
          "updatedAt" => "2020-12-17 21:00:33"
          "publicationUrl" => null
          "publicationInfo" => array:3 [
            "pages" => null
            "volume" => null
            "number" => null
          ]
          "type" => array:2 [
            "fr" => "Documents de travail"
            "en" => "Working Papers"
          ]
          "support_type" => array:2 [
            "fr" => "Editeur"
            "en" => "Publisher"
          ]
          "countries" => array:2 [
            "fr" => null
            "en" => null
          ]
          "abstract" => array:2 [
            "fr" => "La mesure de l'impact des promotions sur les ventes est un travail indispensable pour les professionnels. C'est aussi un thème de recherche important pour les chercheurs en marketing. Deux points sont abordés dans cette communication : la collecte d'informations de plus en plus volumineuse en vue des traitements statistiques des données et les limites des modèles statistiques classiquement utilisés (séries temporelles, régression, modèle logit) pour mesurer l'impact de promotions. Ce document de recherche résulte d'une communication préparée par les auteurs pour le 50e congrès de l'Institut International de Statistique qui s'est tenu à Pékin (Chine) du 21 au 29 août 1995. Cette communication avait comme objectif de présenter à un public de statisticiens l'intérêt du problème, la richesse des données collectées, le challenge que représente pour les statisticiens cette masse d'informations, et de susciter ainsi des réflexions et des recherches."
            "en" => "Studying sales promotions represents an extremely important research topic for both researchers and business professionals for the following reasons : - the amount of money invested in this field of study every year, - the emergence of new sources of data which add to or replace those which already exist. In France today, existing data comes from four sources : - consumer panels, - retailer panels, - test areas, where sales are recorded at outlets in a given area, thereby providing information about sales and the characteristics of a sample of consumers, - ad hoc experimentation. Further information from check-out counters at the time of purchase is also available to retailers. Collecting, managing and analysing the huge amounts of data available has become a big challenge for statisticians. Traditional statistical methods used to analyse the impact of promotions are : - time series analysis (using weekly sales data from outlets to study the effect of promotions on sales), - the linear regression model (which studies the effect on sales of different types of promotions and the activities of competing brands), - the logit model (brand choice models). In this paper, we set out to demonstrate the limitations of these traditional models and to put forward solutions to improve the models."
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
      39 => Essec\Faculty\Model\Contribution {#2284
        #_index: "academ_contributions"
        #_id: "9085"
        #_source: array:18 [
          "id" => "9085"
          "slug" => "les-enquetes-par-sondage"
          "yearMonth" => "1997-02"
          "year" => "1997"
          "title" => "Les enquêtes par sondage"
          "description" => "DUSSAIX, A.M. (1997). Les enquêtes par sondage. <i>Les Echos</i>, pp. 14-15."
          "authors" => array:1 [
            0 => array:3 [
              "name" => "DUSSAIX Anne-Marie"
              "bid" => "B00000172"
              "slug" => "dussaix-anne-marie"
            ]
          ]
          "ouvrage" => ""
          "keywords" => []
          "updatedAt" => "2020-12-17 18:37:46"
          "publicationUrl" => null
          "publicationInfo" => array:3 [
            "pages" => "14-15"
            "volume" => null
            "number" => null
          ]
          "type" => array:2 [
            "fr" => "Articles ou vidéos de vulgarisation"
            "en" => "Press article, video or other popular media"
          ]
          "support_type" => array:2 [
            "fr" => "Presse"
            "en" => "Press"
          ]
          "countries" => array:2 [
            "fr" => null
            "en" => null
          ]
          "abstract" => array:2 [
            "fr" => "Les enquêtes par sondage contribuent de façon majeure à l'information économique et sociale. Cet article décrit les différentes étapes d'une enquête par sondage, les biais possibles à chacune de ces étapes et les solutions pour les éviter. Il décrit aussi les développements récents et importants qu'ont connu ces dernières années les méthodes de collecte et d'analyse des informations."
            "en" => "Sample surveys bring a major contribution to the social and economic information systems. This paper describes the different steps in a sample survey, the biases which can occur at each step and the solutions to avoid them. It also describes important and recent changes in collection and analysis methods in sample surveys."
          ]
          "authors_fields" => array:2 [
            "fr" => "Systèmes d'Information, Data Analytics et Opérations"
            "en" => "Information Systems, Data Analytics and Operations"
          ]
          "indexedAt" => "2024-12-21T15:21:45.000Z"
        ]
        +lang: "fr"
        +"_type": "_doc"
        +"_score": 6.039703
        +"parent": null
      }
    ]
    "avatar" => "https://faculty.essec.edu/wp-content/uploads/avatars/B00000172.jpg"
    "contributionCounts" => 40
    "personalLinks" => array:1 [
      0 => "<a href="https://orcid.org/" target="_blank">ORCID</a>"
    ]
    "docTitle" => "Anne-Marie DUSSAIX"
    "docSubtitle" => "Professeur émérite"
    "docDescription" => "Département: Systèmes d'Information, Data Analytics et Opérations<br>Campus de Cergy"
    "docType" => "cv"
    "docPreview" => "<img src="https://faculty.essec.edu/wp-content/uploads/avatars/B00000172.jpg"><span><span>Anne-Marie DUSSAIX</span><span>B00000172</span></span>"
    "academ_cv_info" => ""
  ]
  #_index: "academ_cv"
  +lang: "fr"
  +"_type": "_doc"
  +"_score": 5.0369525
  +"parent": null
}