Essec\Faculty\Model\Profile {#2206
#_id: "B00067049"
#_source: array:40 [
"bid" => "B00067049"
"academId" => "2038"
"slug" => "esposito-vinzi-vincenzo"
"fullName" => "Vincenzo ESPOSITO VINZI"
"lastName" => "ESPOSITO VINZI"
"firstName" => "Vincenzo"
"title" => array:2 [
"fr" => "Professeur"
"en" => "Professor"
]
"email" => "vinzi@essec.edu"
"status" => "ACTIF"
"campus" => "Campus de Cergy"
"departments" => []
"phone" => "+33 (0)1 34 43 31 01"
"sites" => []
"facNumber" => "2038"
"externalCvUrl" => "https://faculty.essec.edu/cv/esposito-vinzi-vincenzo/pdf"
"googleScholarUrl" => "https://scholar.google.com/citations?user=Pn7LTYIAAAAJ"
"facOrcId" => "https://orcid.org/0000-0001-8772-042X"
"career" => array:7 [
0 => Essec\Faculty\Model\CareerItem {#2349
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2007-01-01"
"endDate" => "2010-08-31"
"isInternalPosition" => true
"type" => array:2 [
"fr" => "Positions académiques principales"
"en" => "Full-time academic appointments"
]
"label" => array:2 [
"fr" => "Professeur associé"
"en" => "Associate 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 {#2206}
}
1 => Essec\Faculty\Model\CareerItem {#2350
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2010-09-01"
"endDate" => null
"isInternalPosition" => true
"type" => array:2 [
"fr" => "Positions académiques principales"
"en" => "Full-time academic appointments"
]
"label" => array:2 [
"fr" => "Professeur"
"en" => "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 {#2206}
}
2 => Essec\Faculty\Model\CareerItem {#2351
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "1997-01-01"
"endDate" => "2007-07-31"
"isInternalPosition" => true
"type" => array:2 [
"fr" => "Positions académiques principales"
"en" => "Full-time academic appointments"
]
"label" => array:2 [
"fr" => "Professeur Associé de Statistiques"
"en" => "Associate Professor of Statistics"
]
"institution" => array:2 [
"fr" => "Università di Napoli Federico II"
"en" => "Università di Napoli Federico II"
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
3 => Essec\Faculty\Model\CareerItem {#2352
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2007-01-01"
"endDate" => "2007-01-31"
"isInternalPosition" => true
"type" => array:2 [
"fr" => "Positions académiques principales"
"en" => "Full-time academic appointments"
]
"label" => array:2 [
"fr" => "Professeur Visitant"
"en" => "Visiting Professor"
]
"institution" => array:2 [
"fr" => "HEC Paris"
"en" => "HEC Paris"
]
"country" => array:2 [
"fr" => "France"
"en" => "France"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
4 => Essec\Faculty\Model\CareerItem {#2353
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2000-01-01"
"endDate" => "2000-12-31"
"isInternalPosition" => true
"type" => array:2 [
"fr" => "Positions académiques principales"
"en" => "Full-time academic appointments"
]
"label" => array:2 [
"fr" => "Professeur Visitant"
"en" => "Visiting Professor"
]
"institution" => array:2 [
"fr" => "Charles University"
"en" => "Charles University"
]
"country" => array:2 [
"fr" => "République tchèque"
"en" => "Czechia"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
5 => Essec\Faculty\Model\CareerItem {#2354
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2001-01-01"
"endDate" => "2001-12-31"
"isInternalPosition" => true
"type" => array:2 [
"fr" => "Positions académiques principales"
"en" => "Full-time academic appointments"
]
"label" => array:2 [
"fr" => "Professeur Visitant"
"en" => "Visiting Professor"
]
"institution" => array:2 [
"fr" => "Université Toulouse III Paul Sabatier"
"en" => "Université Toulouse III Paul Sabatier"
]
"country" => array:2 [
"fr" => "France"
"en" => "France"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
6 => Essec\Faculty\Model\CareerItem {#2355
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2008-01-01"
"endDate" => "2012-12-31"
"isInternalPosition" => true
"type" => array:2 [
"fr" => "Positions académiques principales"
"en" => "Full-time academic appointments"
]
"label" => array:2 [
"fr" => "Professeur Visitant"
"en" => "Visiting Professor"
]
"institution" => array:2 [
"fr" => "Università degli Studi di Cagliari"
"en" => "Università degli Studi di Cagliari"
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
]
"diplomes" => array:2 [
0 => Essec\Faculty\Model\Diplome {#2208
#_index: null
#_id: null
#_source: array:6 [
"diplome" => "DIPLOMA"
"type" => array:2 [
"fr" => "Diplômes"
"en" => "Diplomas"
]
"year" => "1997"
"label" => array:2 [
"en" => "Ph.D. in Computational Statistics"
"fr" => "Ph.D. en Statistique et Informatique"
]
"institution" => array:2 [
"fr" => "Università di Napoli Federico II"
"en" => "Università di Napoli Federico II"
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
1 => Essec\Faculty\Model\Diplome {#2210
#_index: null
#_id: null
#_source: array:6 [
"diplome" => "DIPLOMA"
"type" => array:2 [
"fr" => "Diplômes"
"en" => "Diplomas"
]
"year" => "1993"
"label" => array:2 [
"en" => "Master's degree in Management and Economics"
"fr" => "Master en Economie et Gestion"
]
"institution" => array:2 [
"fr" => "Università di Napoli Federico II"
"en" => "Università di Napoli Federico II"
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
]
"bio" => array:2 [
"fr" => """
<p><span style="color:rgb(34, 34, 34)">Vincenzo Vinzi possède un doctorat en statistique et informatique de l'Université Frederico II de Naples.</span></p>\n
\n
<p><span style="color:#222222">Il a été professeur de statistique à l'Université Frederico II jusqu'en 2007, professeur invité et conférencier dans de nombreuses universités et centres de recherche à travers l'Europe, les Etats-Unis et l’Asie.<br />\n
Vincenzo Vinzi est aujourd'hui directeur général de l'ESSEC Business School.</span></p>\n
\n
<p><br />\n
<span style="color:#222222">Il est l’auteur d’environ 80 articles scientifiques publiés dans les revues internationales, rédacteur associé de revues internationales correspondant à ses domaines de recherche ainsi que rédacteur en chef et coauteur d’ouvrages spécialisés publiés par des maisons d’éditions internationales comme Wiley et Springer.</span></p>\n
\n
<p><br />\n
<span style="color:#222222">Il a été le lauréat du “Teaching Awards 2005” Pierre Vernimmen - BNP Paribas (catégorie Professeurs visitants) à HEC Paris. Deux de ses publications ont reçu le “Top Cited Article 2005-2010 Award” dans la revue internationale Computational Statistics and Data Analysis publiée par Elsevier.</span></p>\n
\n
<p><br />\n
<span style="color:#222222">Vincenzo Vinzi a été président de la Société internationale de la statistique pour l’industrie et le business (ISBIS), du Conseil européen de l'Association internationale pour la statistique et l’informatique (IASC). Il est actuellement membre du conseil de l’ISI (Institut international de statistique) et de l’IFCS (International Federation of Classification Societies).</span></p>
"""
"en" => """
<p>Vincenzo Esposito Vinzi is the Dean and President of ESSEC Business School since January 2018.</p>\n
\n
<p>Born in 1970, he was a professor of statistics at the University of Naples Federico II in Italy and has been a visiting professor and lecturer at several universities and research centers throughout Europe, the United States and Asia.</p>\n
\n
<p>He holds a Doctorate in Computational Statistics from the University of Naples Federico II as well as a Master’s in Business and Economics from the same institution. In 2007 he joined ESSEC as a professor of statistics and was elected Dean of Faculty in December 2011.</p>\n
\n
<p>As the Dean of Academic Affairs, and consequently a member of ESSEC's Executive Committee, he was responsible for the management and development of the faculty. Recognized internationally for his expertise, Vincenzo Esposito Vinzi is the author of approximately 80 scientific articles, and subsequently over 7,000 citations, published in international journals on topics ranging from Big Data to Business Analytics. Between 2012 and 2015, Vincenzo Esposito Vinzi served as President of the International Society of Business and Industrial Statistics (ISBIS). </p>
"""
]
"department" => array:2 [
"fr" => "Systèmes d’information, sciences de la décision et statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"site" => array:2 [
"fr" => null
"en" => "https://www.linkedin.com/in/vincenzo-esposito-vinzi"
]
"industrrySectors" => array:2 [
"fr" => "Services de télécommunications - Hôtellerie et Tourisme - Produits agricoles et alimentaires"
"en" => "Telecommunication Services - Hospitality and Tourism Services - Agricultural and Food Products"
]
"researchFields" => array:2 [
"fr" => "Analyse des données statistiques - Econométrie - Théorie des probabilités et statistiques"
"en" => "Statistical Data Analysis - Econometrics - Probability Theory & Mathematical Statistics"
]
"teachingFields" => array:2 [
"fr" => "Analyse des données statistiques - Econométrie - Mathématiques - Théorie des probabilités et statistiques"
"en" => "Statistical Data Analysis - Econometrics - Mathematics - Probability Theory & Mathematical Statistics"
]
"distinctions" => array:8 [
0 => Essec\Faculty\Model\Distinction {#2356
#_index: null
#_id: null
#_source: array:6 [
"date" => "2012-07-01"
"label" => array:2 [
"fr" => "Highly Commended Award Winner au Literati Network Awards for Excellence 2012, pour l'article (avec Guy Assaker) intitulé, “Modeling a Causality Network for Tourism Development: An Empirical Analysis” publié dans Journal of Modelling in Management."
"en" => "Literati Network Award for Excellence 2012: Highly Commended Award, for the article “Modeling a Causality Network for Tourism Development: An Empirical Analysis,” Journal of Modelling in Management (co-authored with Guy Assaker)"
]
"type" => array:2 [
"fr" => "Prix"
"en" => "Awards"
]
"tri" => " 1 "
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
1 => Essec\Faculty\Model\Distinction {#2357
#_index: null
#_id: null
#_source: array:6 [
"date" => "2014-05-28"
"label" => array:2 [
"fr" => "Mention honorable, 8th International Conference on Partial Least Squares and Related Methods, pour son article "Quantile PLS Path Modeling" (avec C. Davino)."
"en" => "Honorable Mention 8th International Conference on Partial Least Squares and Related Methods, for the article "Quantile PLS Path Modeling" (with C. Davino)."
]
"type" => array:2 [
"fr" => "Prix"
"en" => "Awards"
]
"tri" => " 1 "
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
2 => Essec\Faculty\Model\Distinction {#2358
#_index: null
#_id: null
#_source: array:6 [
"date" => "1998-01-01"
"label" => array:2 [
"fr" => "Bourse Post-Doctorale"
"en" => "Post-Doctoral Fellowship"
]
"type" => array:2 [
"fr" => "Bourses"
"en" => "Grants"
]
"tri" => " 2 "
"institution" => array:2 [
"fr" => "Università di Napoli Federico II"
"en" => "Università di Napoli Federico II"
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
3 => Essec\Faculty\Model\Distinction {#2359
#_index: null
#_id: null
#_source: array:6 [
"date" => "2010-01-01"
"label" => array:2 [
"fr" => "Prix de l'Article le plus cité 2005-2010. Computational Statistics and Data Analysis. PLS Path Modeling, Elsevier"
"en" => "Top Cited Article 2005-2010 Award. Computational Statistics and Data Analysis : PLS Path Modeling, Elsevier"
]
"type" => array:2 [
"fr" => "Prix"
"en" => "Awards"
]
"tri" => " 1 "
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
4 => Essec\Faculty\Model\Distinction {#2360
#_index: null
#_id: null
#_source: array:6 [
"date" => "2005-06-07"
"label" => array:2 [
"fr" => "Lauréat du prix de l'enseignement "Pierre Vernimmen-BNP Paris Teaching Awards" 2005 à HEC School of Management pour la qualité de la relation pédagogique avec les élèves ( programmes MBA et Doctorants), la méthode d'enseignement, la maîtrise des sujets enseignés, des qualités innovatives de leurs cours et de la qualités des outils d'enseignement utilisés"
"en" => "Winner of the "Pierre Vernimmen-BNP Paris Teaching Awards" 2005 at the HEC School of Management for the quality of the pedagogical relationships with students (MBA and Doctoral programmes), the teaching method, the mastery of the taught subjects, the innovative features of the course and the quality of the used teaching tools"
]
"type" => array:2 [
"fr" => "Prix"
"en" => "Awards"
]
"tri" => " 1 "
"institution" => array:2 [
"fr" => "HEC Paris"
"en" => "HEC Paris"
]
"country" => array:2 [
"fr" => "France"
"en" => "France"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
5 => Essec\Faculty\Model\Distinction {#2361
#_index: null
#_id: null
#_source: array:6 [
"date" => "2001-06-13"
"label" => array:2 [
"fr" => "Honoré lors de la cérémonie des prix de l'enseignement "Pierre Vernimmen-BNP Paris" 2001 à HEC School of Management"
"en" => "Honoured in the "Pierre Vernimmen-BNP Paris" Teaching Awards 2001 at the HEC School of Management"
]
"type" => array:2 [
"fr" => "Prix"
"en" => "Awards"
]
"tri" => " 1 "
"institution" => array:2 [
"fr" => "HEC Paris"
"en" => "HEC Paris"
]
"country" => array:2 [
"fr" => "France"
"en" => "France"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
6 => Essec\Faculty\Model\Distinction {#2362
#_index: null
#_id: null
#_source: array:6 [
"date" => "2001-01-02"
"label" => array:2 [
"fr" => "Prix ISOSS (Islamic Society of Statistical Sciences) en reconnaissance de sa contribution au développement des sciences statistiques"
"en" => "Decorated with the ISOSS (Islamic Society of Statistical Sciences) Award in recognition of his contribution to the development of statistical sciences"
]
"type" => array:2 [
"fr" => "Prix"
"en" => "Awards"
]
"tri" => " 1 "
"institution" => array:2 [
"fr" => "Islamic countries society for statistical sciences (ISOSS)"
"en" => "Islamic countries society for statistical sciences (ISOSS)"
]
"country" => array:2 [
"fr" => "Pakistan"
"en" => "Pakistan"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
7 => Essec\Faculty\Model\Distinction {#2363
#_index: null
#_id: null
#_source: array:6 [
"date" => "2010-01-01"
"label" => array:2 [
"fr" => "Article le plus cité (2005-2010) publié dans la revue “Computational Statistics and Data Analysis”: PLS Generalised Linear Regression, Elsevier"
"en" => "Most cited paper (2005-2010) published in “Computational Statistics and Data Analysis”: PLS Generalised Linear Regression, Elsevier"
]
"type" => array:2 [
"fr" => "Prix"
"en" => "Awards"
]
"tri" => " 1 "
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
]
"teaching" => array:56 [
0 => Essec\Faculty\Model\TeachingItem {#2344
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2012"
"endDate" => "2016"
"program" => null
"label" => array:2 [
"fr" => "Valuing Social Media"
"en" => "Valuing Social Media"
]
"type" => array:2 [
"fr" => "Co-directeur de thèse"
"en" => "Thesis co-director"
]
"institution" => array:2 [
"fr" => "ESSEC Business School"
"en" => "ESSEC Business School"
]
"country" => array:2 [
"fr" => "France"
"en" => "France"
]
]
+lang: "fr"
}
1 => Essec\Faculty\Model\TeachingItem {#2293
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2015"
"endDate" => "2015"
"program" => null
"label" => array:2 [
"fr" => ""Composite-based Path Modeling for Multi-Bock Data Analysis", Research Seminar"
"en" => ""Composite-based Path Modeling for Multi-Bock Data Analysis", Research Seminar"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Università degli Studi di Cagliari"
"en" => "Università degli Studi di Cagliari"
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
}
2 => Essec\Faculty\Model\TeachingItem {#2294
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2014"
"endDate" => "2014"
"program" => null
"label" => array:2 [
"fr" => ""Component-based Path Modeling", Tutoriel pour une audience expérimentée à la 7ème Conférence Internationale du ERCIM Working Group on Computational and Methodological Statistics"
"en" => ""Component-based Path Modeling", Tutorial for specialized audience at the 7th International Conference of the ERCIM Working Group on Computational and Methodological Statistics"Component-based Path Modeling", Tutoriel pour une audience expérimentée à la 7ème Conférence Internationale du ERCIM Working Group on Computational and Methodological Statistics"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "European Research Consortium for Informatics and Mathematics (ERCIM)"
"en" => "European Research Consortium for Informatics and Mathematics (ERCIM)"
]
"country" => array:2 [
"fr" => "France"
"en" => "France"
]
]
+lang: "fr"
}
3 => Essec\Faculty\Model\TeachingItem {#2343
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2007"
"endDate" => "2014"
"program" => null
"label" => array:2 [
"fr" => "Four essays on novel heuristic algorithms in data mining with applications in healthcare analytics"
"en" => "Four essays on novel heuristic algorithms in data mining with applications in healthcare analytics"
]
"type" => array:2 [
"fr" => "Directeur de thèse"
"en" => "Thesis director"
]
"institution" => array:2 [
"fr" => "ESSEC Business School"
"en" => "ESSEC Business School"
]
"country" => array:2 [
"fr" => "France"
"en" => "France"
]
]
+lang: "fr"
}
4 => Essec\Faculty\Model\TeachingItem {#2295
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2012"
"endDate" => "2012"
"program" => null
"label" => array:2 [
"fr" => ""PLS Path Modeling and PLS Regression", Pré-Conférence, PLS 2012 Doctoral Workshop"
"en" => ""PLS Path Modeling and PLS Regression", Pre-Conference PLS 2012 Doctoral Workshop"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "The Sensometric Society"
"en" => "The Sensometric Society"
]
"country" => array:2 [
"fr" => "États-Unis"
"en" => "United States of America"
]
]
+lang: "fr"
}
5 => Essec\Faculty\Model\TeachingItem {#2300
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2012"
"endDate" => "2012"
"program" => null
"label" => array:2 [
"fr" => ""A 3-day Course on PLS Path Modeling: Basic Concepts and Foundations, Advances and Applications". Cours de Formation pour des Chercheurs et Cadres"
"en" => ""A 3-day Course on PLS Path Modeling: Basic Concepts and Foundations, Advances and Applications". Training course for Researchers and Executives"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Association for Information Systems (AIS)"
"en" => "Association for Information Systems (AIS)"
]
"country" => array:2 [
"fr" => "États-Unis"
"en" => "United States of America"
]
]
+lang: "fr"
}
6 => Essec\Faculty\Model\TeachingItem {#2296
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2011"
"endDate" => "2011"
"program" => null
"label" => array:2 [
"fr" => ""PLS Predictive Path Models with applications to Customer Satisfaction Measurement and Sensory Data Analysis", ISBIS Sardegna International Statistics Summer School"
"en" => ""PLS Predictive Path Models with applications to Customer Satisfaction Measurement and Sensory Data Analysis", ISBIS Sardegna International Statistics Summer School"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Università degli Studi di Cagliari"
"en" => "Università degli Studi di Cagliari"
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
}
7 => Essec\Faculty\Model\TeachingItem {#2297
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2011"
"endDate" => "2011"
"program" => null
"label" => array:2 [
"fr" => ""Statistical Soft Modeling for Measuring Customer Satisfaction via Composite Indicators", Post-graduate course"
"en" => ""Statistical Soft Modeling for Measuring Customer Satisfaction via Composite Indicators", Post-graduate course"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Università degli Studi di Cagliari"
"en" => "Università degli Studi di Cagliari"
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
}
8 => Essec\Faculty\Model\TeachingItem {#2348
#_index: null
#_id: null
#_source: array:7 [
"startDate" => null
"endDate" => "2010"
"program" => null
"label" => array:2 [
"fr" => "Four Essays on the Interface between Marketing and Operations in Supply Chain Management"
"en" => "Four Essays on the Interface between Marketing and Operations in Supply Chain Management"
]
"type" => array:2 [
"fr" => "Membre de jury"
"en" => "Thesis jury member"
]
"institution" => array:2 [
"fr" => "ESSEC Business School"
"en" => "ESSEC Business School"
]
"country" => array:2 [
"fr" => "France"
"en" => "France"
]
]
+lang: "fr"
}
9 => Essec\Faculty\Model\TeachingItem {#2298
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2010"
"endDate" => "2010"
"program" => null
"label" => array:2 [
"fr" => ""PLS Path Modeling with XLSTAT-PLSPM", Atelier Pré-Conférence Sensometrics'10"
"en" => ""PLS Path Modeling with XLSTAT-PLSPM", Pre-Conference Sensometrics'10 Workshop"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "The Sensometric Society"
"en" => "The Sensometric Society"
]
"country" => array:2 [
"fr" => "Pays-Bas"
"en" => "Netherlands"
]
]
+lang: "fr"
}
10 => Essec\Faculty\Model\TeachingItem {#2302
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2008"
"endDate" => "2010"
"program" => null
"label" => array:2 [
"fr" => "“Regression and Analysis of Variance” – Cours de formation pour les cadres juniors et seniors de EUROSTAT (Statistical Office of the European Union)"
"en" => "“Regression and Analysis of Variance” – Training course for the EUROSTAT (Statistical Office of the European Union) junior and senior executives"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Eurostat"
"en" => "Eurostat"
]
"country" => array:2 [
"fr" => "Luxembourg"
"en" => "Luxembourg"
]
]
+lang: "fr"
}
11 => Essec\Faculty\Model\TeachingItem {#2301
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2008"
"endDate" => "2010"
"program" => null
"label" => array:2 [
"fr" => "“Factor Analysis and Classification” – Cours de formation pour les cadres juniors et seniors de EUROSTAT (Statistical Office of the European Union)"
"en" => "“Factor Analysis and Classification” – Training course for the EUROSTAT (Statistical Office of the European Union) junior and senior executives"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Eurostat"
"en" => "Eurostat"
]
"country" => array:2 [
"fr" => "Luxembourg"
"en" => "Luxembourg"
]
]
+lang: "fr"
}
12 => Essec\Faculty\Model\TeachingItem {#2342
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2006"
"endDate" => "2010"
"program" => null
"label" => array:2 [
"fr" => "Insights into tourism demand and tourism behavior: four papers using multiple perspectives and structural equation modeling"
"en" => "Insights into tourism demand and tourism behavior: four papers using multiple perspectives and structural equation modeling"
]
"type" => array:2 [
"fr" => "Directeur de thèse"
"en" => "Thesis director"
]
"institution" => array:2 [
"fr" => "ESSEC Business School"
"en" => "ESSEC Business School"
]
"country" => array:2 [
"fr" => "France"
"en" => "France"
]
]
+lang: "fr"
}
13 => Essec\Faculty\Model\TeachingItem {#2303
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2009"
"endDate" => "2009"
"program" => null
"label" => array:2 [
"fr" => ""A Joint Partial Least Squares Component-based Approach to Structural Equation Modeling and Multi-block Data Analysis" - Institut de Recherche Mathématique Avancée, Université de Strasbourg"
"en" => ""A Joint Partial Least Squares Component-based Approach to Structural Equation Modeling and Multi-block Data Analysis" - Institut de Recherche Mathématique Avancée, Université de Strasbourg"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Université Strasbourg I"
"en" => "Université Strasbourg I"
]
"country" => array:2 [
"fr" => "France"
"en" => "France"
]
]
+lang: "fr"
}
14 => Essec\Faculty\Model\TeachingItem {#2347
#_index: null
#_id: null
#_source: array:7 [
"startDate" => null
"endDate" => "2009"
"program" => null
"label" => array:2 [
"fr" => "PATHMOX Approach: Segmentation Trees in Partial Least Squares Path Modeling"
"en" => "PATHMOX Approach: Segmentation Trees in Partial Least Squares Path Modeling"
]
"type" => array:2 [
"fr" => "Rapporteur"
"en" => "Thesis referee"
]
"institution" => array:2 [
"fr" => "Universitat Politècnica de Catalunya"
"en" => "Universitat Politècnica de Catalunya"
]
"country" => array:2 [
"fr" => "Espagne"
"en" => "Spain"
]
]
+lang: "fr"
}
15 => Essec\Faculty\Model\TeachingItem {#2299
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2009"
"endDate" => "2009"
"program" => null
"label" => array:2 [
"fr" => ""A 3-day Course on PLS Path Modeling: Basic Concepts and Foundations, Advances and Applications".Cours de Formation pour des Chercheurs et Cadres"
"en" => ""A 3-day Course on PLS Path Modeling: Basic Concepts and Foundations, Advances and Applications". Training course for Researchers and Executives"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Addinsoft"
"en" => "Addinsoft"
]
"country" => array:2 [
"fr" => "France"
"en" => "France"
]
]
+lang: "fr"
}
16 => Essec\Faculty\Model\TeachingItem {#2309
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2009"
"endDate" => "2009"
"program" => null
"label" => array:2 [
"fr" => "“Component-based Structural Equation Models: the PLS Path Modelling Approach”"
"en" => "“Component-based Structural Equation Models: the PLS Path Modelling Approach”"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Sorbonne Université"
"en" => "Sorbonne Université"
]
"country" => array:2 [
"fr" => "France"
"en" => "France"
]
]
+lang: "fr"
}
17 => Essec\Faculty\Model\TeachingItem {#2304
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2009"
"endDate" => "2009"
"program" => null
"label" => array:2 [
"fr" => ""PLS Path Modeling: A Comprehensive Course""
"en" => ""PLS Path Modeling: A Comprehensive Course""
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Lillehammer University College"
"en" => "Lillehammer University College"
]
"country" => array:2 [
"fr" => "Norvège"
"en" => "Norway"
]
]
+lang: "fr"
}
18 => Essec\Faculty\Model\TeachingItem {#2305
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2009"
"endDate" => "2009"
"program" => null
"label" => array:2 [
"fr" => ""PLS Path Modeling: Methodological Foundations, Recent Developments and Software Applications" - Tutoriel à 6th International Conference on Partial Least Squares and Related Methods"
"en" => ""PLS Path Modeling: Methodological Foundations, Recent Developments and Software Applications" - Tutorial at the 6th International Conference on Partial Least Squares and Related Methods"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Peking University"
"en" => "Peking University"
]
"country" => array:2 [
"fr" => "Chine"
"en" => "China"
]
]
+lang: "fr"
}
19 => Essec\Faculty\Model\TeachingItem {#2306
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2009"
"endDate" => "2009"
"program" => null
"label" => array:2 [
"fr" => "“PLS Path Modeling for Consumer Analysis: estimation algorithm, assessment tools and applications with XLSTAT-PLSPM software” Summer School de la Italian Statistical Society (SIS) sur PLS Methods for Structured Data Tables in Consumer Analysis"
"en" => "“PLS Path Modeling for Consumer Analysis: estimation algorithm, assessment tools and applications with XLSTAT-PLSPM software” Summer School of the Italian Statistical Society (SIS) on PLS Methods for Structured Data Tables in Consumer Analysis"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Università di Macerata"
"en" => "Università di Macerata"
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
}
20 => Essec\Faculty\Model\TeachingItem {#2308
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2009"
"endDate" => "2009"
"program" => null
"label" => array:2 [
"fr" => "“A Comprehensive PLS-based Environment to Structural Equation Modeling”"
"en" => "“A Comprehensive PLS-based Environment to Structural Equation Modeling”"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Conservatoire National des Arts & Métiers (CNAM)"
"en" => "Conservatoire National des Arts & Métiers (CNAM)"
]
"country" => array:2 [
"fr" => "France"
"en" => "France"
]
]
+lang: "fr"
}
21 => Essec\Faculty\Model\TeachingItem {#2307
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2009"
"endDate" => "2009"
"program" => null
"label" => array:2 [
"fr" => "“The PLS Path Modeling approach to Structural Equation Modeling: Methodological Foundations, Recent Decelopments and Software Applications” Tutoriel à la 11th Conference of the International Federation of Classification Societies (IFCS)"
"en" => "“The PLS Path Modeling approach to Structural Equation Modeling: Methodological Foundations, Recent Decelopments and Software Applications” Tutorial at the 11th Conference of the International Federation of Classification Societies (IFCS)"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "International Federation of Classification Societies (IFCS)"
"en" => "International Federation of Classification Societies (IFCS)"
]
"country" => array:2 [
"fr" => "Allemagne"
"en" => "Germany"
]
]
+lang: "fr"
}
22 => Essec\Faculty\Model\TeachingItem {#2310
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2008"
"endDate" => "2008"
"program" => null
"label" => array:2 [
"fr" => ""A Comprehensive PLS Environment to Structural Equation Modeling""
"en" => ""A Comprehensive PLS Environment to Structural Equation Modeling""
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Università di Napoli Federico II"
"en" => "Università di Napoli Federico II"
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
}
23 => Essec\Faculty\Model\TeachingItem {#2346
#_index: null
#_id: null
#_source: array:7 [
"startDate" => null
"endDate" => "2008"
"program" => null
"label" => array:2 [
"fr" => "Unobserved Heterogeneity in Structural Equation Models: a new approach to latent class detection in PLS Path Modeling"
"en" => "Unobserved Heterogeneity in Structural Equation Models: a new approach to latent class detection in PLS Path Modeling"
]
"type" => array:2 [
"fr" => "Directeur de thèse"
"en" => "Thesis director"
]
"institution" => array:2 [
"fr" => "Università di Napoli Federico II"
"en" => "Università di Napoli Federico II"
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
}
24 => Essec\Faculty\Model\TeachingItem {#2315
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2008"
"endDate" => "2008"
"program" => null
"label" => array:2 [
"fr" => "“Introduction to Categorical Data Analysis: Chi-square test of independence for cross-tabs, binary correspondence analysis for the association between two categorical variables, multiple correspondence analysis for the analysis of survey data” – Cours de formation pour les cadres juniors et seniors de EUROSTAT (Statistical Office of the European Union)"
"en" => "“Introduction to Categorical Data Analysis: Chi-square test of independence for cross-tabs, binary correspondence analysis for the association between two categorical variables, multiple correspondence analysis for the analysis of survey data” – Training course for the EUROSTAT (Statistical Office of the European Union) junior and senior executives"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Eurostat"
"en" => "Eurostat"
]
"country" => array:2 [
"fr" => "Luxembourg"
"en" => "Luxembourg"
]
]
+lang: "fr"
}
25 => Essec\Faculty\Model\TeachingItem {#2317
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2008"
"endDate" => "2008"
"program" => null
"label" => array:2 [
"fr" => "“Path Analysis, Confirmatory Factor Analysis and Structural Equation Modelling”"
"en" => "“Path Analysis, Confirmatory Factor Analysis and Structural Equation Modelling”"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Sorbonne Université"
"en" => "Sorbonne Université"
]
"country" => array:2 [
"fr" => "France"
"en" => "France"
]
]
+lang: "fr"
}
26 => Essec\Faculty\Model\TeachingItem {#2316
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2008"
"endDate" => "2008"
"program" => null
"label" => array:2 [
"fr" => "“Statistical Modelling for Measuring Customer Satisfaction”"
"en" => "“Statistical Modelling for Measuring Customer Satisfaction”"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Università degli Studi di Cagliari"
"en" => "Università degli Studi di Cagliari"
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
}
27 => Essec\Faculty\Model\TeachingItem {#2314
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2008"
"endDate" => "2008"
"program" => null
"label" => array:2 [
"fr" => "“Component-based Structural Equation Models” – Journées d'Etudes en Statistique (JES) de la Société Française de Statistique (SFdS)"
"en" => "“Component-based Structural Equation Models” – Journées d'Etudes en Statistique (JES) of the Société Française de Statistique (SFdS)"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Société Française de Statistique (SFdS)"
"en" => "Société Française de Statistique (SFdS)"
]
"country" => array:2 [
"fr" => "France"
"en" => "France"
]
]
+lang: "fr"
}
28 => Essec\Faculty\Model\TeachingItem {#2313
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2008"
"endDate" => "2008"
"program" => null
"label" => array:2 [
"fr" => "“Local Model in Component-based SEM” – Journées d'Etudes en Statistique (JES) de la Société Française de Statistique (SFdS)"
"en" => "“Local Model in Component-based SEM” – Journées d'Etudes en Statistique (JES) of the Société Française de Statistique (SFdS)"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Société Française de Statistique (SFdS)"
"en" => "Société Française de Statistique (SFdS)"
]
"country" => array:2 [
"fr" => "France"
"en" => "France"
]
]
+lang: "fr"
}
29 => Essec\Faculty\Model\TeachingItem {#2312
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2008"
"endDate" => "2008"
"program" => null
"label" => array:2 [
"fr" => ""Model assessment and multi-group comparison in PLS Path Modeling: methodological foundations and the XLSTAT-PLSPM software""
"en" => ""Model assessment and multi-group comparison in PLS Path Modeling: methodological foundations and the XLSTAT-PLSPM software""
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Università di Napoli Federico II"
"en" => "Università di Napoli Federico II"
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
}
30 => Essec\Faculty\Model\TeachingItem {#2311
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2008"
"endDate" => "2008"
"program" => null
"label" => array:2 [
"fr" => ""Detection and Assessment of Local Models in PLS Path Modeling""
"en" => ""Detection and Assessment of Local Models in PLS Path Modeling""
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Università di Napoli Federico II"
"en" => "Università di Napoli Federico II"
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
}
31 => Essec\Faculty\Model\TeachingItem {#2319
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2007"
"endDate" => "2007"
"program" => null
"label" => array:2 [
"fr" => "“PLS Path Modeling for Causal Networks: Recent Contributions with Applications to Customer Satisfaction Surveys and Sensory Data Analysis”– Séminaire de Recherche, Département Marketing, à HEC Paris"
"en" => "“PLS Path Modeling for Causal Networks: Recent Contributions with Applications to Customer Satisfaction Surveys and Sensory Data Analysis”– Research Seminar – Marketing Department at the HEC School of Management,"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "HEC Paris"
"en" => "HEC Paris"
]
"country" => array:2 [
"fr" => "France"
"en" => "France"
]
]
+lang: "fr"
}
32 => Essec\Faculty\Model\TeachingItem {#2320
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2007"
"endDate" => "2007"
"program" => null
"label" => array:2 [
"fr" => "“Recent Contributions to PLS (Partial Least Squares) Regression and Path Modeling for the Analysis of Dependence Relationships, Causal Networks and Multiple Tables”– Séminaire de Recherche"
"en" => "“Recent Contributions to PLS (Partial Least Squares) Regression and Path Modeling for the Analysis of Dependence Relationships, Causal Networks and Multiple Tables”– Research Seminar"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "HEC Paris"
"en" => "HEC Paris"
]
"country" => array:2 [
"fr" => "France"
"en" => "France"
]
]
+lang: "fr"
}
33 => Essec\Faculty\Model\TeachingItem {#2345
#_index: null
#_id: null
#_source: array:7 [
"startDate" => null
"endDate" => "2007"
"program" => null
"label" => array:2 [
"fr" => "Contribution aux modèles d'équations tructurelles à variables latentes"
"en" => "Contribution aux modèles d'équations tructurelles à variables latentes"
]
"type" => array:2 [
"fr" => "Rapporteur"
"en" => "Thesis referee"
]
"institution" => array:2 [
"fr" => "Conservatoire National des Arts & Métiers (CNAM)"
"en" => "Conservatoire National des Arts & Métiers (CNAM)"
]
"country" => array:2 [
"fr" => "France"
"en" => "France"
]
]
+lang: "fr"
}
34 => Essec\Faculty\Model\TeachingItem {#2318
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2007"
"endDate" => "2007"
"program" => null
"label" => array:2 [
"fr" => "“PLS (Partial Least Squares) Path Modeling” – 11ème Cours du programme ECAS (European Courses in Advanced Statistics) sur le thème: “Structural Equation Models”"
"en" => "“PLS (Partial Least Squares) Path Modeling” – 11th Course in the ECAS (European Courses in Advanced Statistics) Program on the theme: “Structural Equation Models”"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Université Grenoble Alpes"
"en" => "Université Grenoble Alpes"
]
"country" => array:2 [
"fr" => "France"
"en" => "France"
]
]
+lang: "fr"
}
35 => Essec\Faculty\Model\TeachingItem {#2321
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2001"
"endDate" => "2006"
"program" => null
"label" => array:2 [
"fr" => "“PLS Methods: from regression to structural equation models” – course pour le "Master in Quantitative Methods for the Social Research and the Market Analysis" de University of Naples “Federico II”"
"en" => "“PLS Methods: from regression to structural equation models” – course for the Master in Quantitative Methods for the Social Research and the Market Analysis of the University of Naples “Federico II”"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Università di Napoli Federico II"
"en" => "Università di Napoli Federico II"
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
}
36 => Essec\Faculty\Model\TeachingItem {#2322
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2005"
"endDate" => "2005"
"program" => null
"label" => array:2 [
"fr" => "“The Classical (ML) and the Partial Least Squares Approaches to Study Causality Relationships by Structural Equation Modeling”– Séminaire de Finance Quantitative"
"en" => "“The Classical (ML) and the Partial Least Squares Approaches to Study Causality Relationships by Structural Equation Modeling”– Quantitative Finance Seminar"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Humboldt-Universität zu Berlin"
"en" => "Humboldt-Universität zu Berlin"
]
"country" => array:2 [
"fr" => "Allemagne"
"en" => "Germany"
]
]
+lang: "fr"
}
37 => Essec\Faculty\Model\TeachingItem {#2323
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2005"
"endDate" => "2005"
"program" => null
"label" => array:2 [
"fr" => "“The Classical Approach (SEM-ML) to the Study of Causality by Modeling Structural Relationships between Latent Variables”– Atelier Statistique de la Société Française de Statistique “Modèles structurels et applications”"
"en" => "“The Classical Approach (SEM-ML) to the Study of Causality by Modeling Structural Relationships between Latent Variables”– Statistics Workshop of the Société Française de Statistique “Modèles structurels et applications”"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Société Française de Statistique (SFdS)"
"en" => "Société Française de Statistique (SFdS)"
]
"country" => array:2 [
"fr" => "France"
"en" => "France"
]
]
+lang: "fr"
}
38 => Essec\Faculty\Model\TeachingItem {#2324
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2005"
"endDate" => "2005"
"program" => null
"label" => array:2 [
"fr" => "“The PLS approach to the analysis of latent variables: regression techniques (PLS1, PLS2), analysis of disjoint matrices (L-PLS, U-PLS)and multiblock analysis by means of causal networks (PLS-PM, Domino PLS)” – Course on “Sensory Evaluation of Food Products: test planning and data analysis” Italian Society of Sensory Sciences"
"en" => "“The PLS approach to the analysis of latent variables: regression techniques (PLS1, PLS2), analysis of disjoint matrices (L-PLS, U-PLS)and multiblock analysis by means of causal networks (PLS-PM, Domino PLS)” – Course on “Sensory Evaluation of Food Products: test planning and data analysis” Italian Society of Sensory Sciences"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Italian Sensory Sciences Society (SISS)"
"en" => "Italian Sensory Sciences Society (SISS)"
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
}
39 => Essec\Faculty\Model\TeachingItem {#2325
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2004"
"endDate" => "2004"
"program" => null
"label" => array:2 [
"fr" => "Use of PLS Graph for the European Customer Satisfaction Index – PLS Summer School, Technical University of Berlin"
"en" => "Use of PLS Graph for the European Customer Satisfaction Index – PLS Summer School, Technical University of Berlin"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Technische Universität Berlin"
"en" => "Technische Universität Berlin"
]
"country" => array:2 [
"fr" => "Allemagne"
"en" => "Germany"
]
]
+lang: "fr"
}
40 => Essec\Faculty\Model\TeachingItem {#2326
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2004"
"endDate" => "2004"
"program" => null
"label" => array:2 [
"fr" => "PLS Model Evaluation and Comparisons with LISREL – PLS Summer School, Technical University of Berlin"
"en" => "PLS Model Evaluation and Comparisons with LISREL – PLS Summer School, Technical University of Berlin"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Technische Universität Berlin"
"en" => "Technische Universität Berlin"
]
"country" => array:2 [
"fr" => "Allemagne"
"en" => "Germany"
]
]
+lang: "fr"
}
41 => Essec\Faculty\Model\TeachingItem {#2327
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2004"
"endDate" => "2004"
"program" => null
"label" => array:2 [
"fr" => "A Modeling Approach for measuring Customer Satisfaction – Cours de Statistiques à la Faculté de Sciences Politiques, University of Macerata"
"en" => "A Modeling Approach for measuring Customer Satisfaction – Statistics course at the Faculty of Political Sciences, University of Macerata"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Università di Macerata"
"en" => "Università di Macerata"
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
}
42 => Essec\Faculty\Model\TeachingItem {#2330
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2003"
"endDate" => "2003"
"program" => null
"label" => array:2 [
"fr" => "PLS (Partial Least Squares) methods: from regression to structural equations models – Master in Quantitative Methods for Social Research and Market Analysis , Department of Mathematics and Statistics"
"en" => "PLS (Partial Least Squares) methods: from regression to structural equations models – Master in Quantitative Methods for Social Research and Market Analysis , Department of Mathematics and Statistics"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Università di Napoli Federico II"
"en" => "Università di Napoli Federico II"
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
}
43 => Essec\Faculty\Model\TeachingItem {#2328
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2003"
"endDate" => "2003"
"program" => null
"label" => array:2 [
"fr" => "PLS (Partial Least Squares) Path Modeling: Methodological Innovations, the use of PLS-SPAD software and applications to the Customer Satisfaction Index – (avec Y.M. Chatelin) Tutoriel à PLS and Related Methods – Focus on Customers Conference (Lisbonne, 16 Septembre 2003)."
"en" => "PLS (Partial Least Squares) Path Modeling: Methodological Innovations, the use of PLS-SPAD software and applications to the Customer Satisfaction Index – (with Y.M. Chatelin) Tutorial at the PLS and Related Methods – Focus on Customers Conference (Lisbon, September, 16th 2003)."
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "International Conference on Partial Least Squares and Related Methods"
"en" => "International Conference on Partial Least Squares and Related Methods"
]
"country" => array:2 [
"fr" => "Portugal"
"en" => "Portugal"
]
]
+lang: "fr"
}
44 => Essec\Faculty\Model\TeachingItem {#2329
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2003"
"endDate" => "2003"
"program" => null
"label" => array:2 [
"fr" => "Latent Variables Soft Modeling (PLS) – séries de cours à l'IASC-IFCS Joint International Summer School on Classification and Data Mining in Business, Industry and Applied Research: Methodological and Computational Issues"
"en" => "Latent Variables Soft Modeling (PLS) – series of lectures at the IASC-IFCS Joint International Summer School on Classification and Data Mining in Business, Industry and Applied Research: Methodological and Computational Issues"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "International Association for Statistical Computing (IASC)"
"en" => "International Association for Statistical Computing (IASC)"
]
"country" => array:2 [
"fr" => "Portugal"
"en" => "Portugal"
]
]
+lang: "fr"
}
45 => Essec\Faculty\Model\TeachingItem {#2331
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2003"
"endDate" => "2003"
"program" => null
"label" => array:2 [
"fr" => "The LISREL and the PLS approach to Structural Equation Modeling – serie de séminaires pour le Doctorat en Statistiques et le Doctorat en Informatique de Universitat Politecnica de Catalunya"
"en" => "The LISREL and the PLS approach to Structural Equation Modeling – series of seminars at the Doctorate in Statistics and the Doctorate in Informatics of the Universitat Politecnica de Catalunya"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Universitat Politècnica de Catalunya"
"en" => "Universitat Politècnica de Catalunya"
]
"country" => array:2 [
"fr" => "Espagne"
"en" => "Spain"
]
]
+lang: "fr"
}
46 => Essec\Faculty\Model\TeachingItem {#2332
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2001"
"endDate" => "2001"
"program" => null
"label" => array:2 [
"fr" => "LISREL and PLS Path Modeling – series of lectures at the IASC-IASS Joint International Summer School on Knowledge Discovery & Large Surveys Design and Analysis"
"en" => "LISREL and PLS Path Modeling – series of lectures at the IASC-IASS Joint International Summer School on Knowledge Discovery & Large Surveys Design and Analysis"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "International Association for Statistical Computing (IASC)"
"en" => "International Association for Statistical Computing (IASC)"
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
}
47 => Essec\Faculty\Model\TeachingItem {#2333
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2001"
"endDate" => "2001"
"program" => null
"label" => array:2 [
"fr" => "Explanatory Analyses – Module du cours sur l'analyse de données multidimensionnelle pour le Master en Marketing, LUISS Management University"
"en" => "Explanatory Analyses – module of the course on Multidimensional Data Analysis for the Master in Marketing of the LUISS Management University"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Luiss University"
"en" => "Luiss University"
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
}
48 => Essec\Faculty\Model\TeachingItem {#2334
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2000"
"endDate" => "2000"
"program" => null
"label" => array:2 [
"fr" => "The analysis of complex systems in Epidemiology and Biomedicine –Cours pour la Post-Graduate School on Biostatistics for Clinical and Epidemiological Research by the Faculty of Medicine of the University of Naples Federico II"
"en" => "The analysis of complex systems in Epidemiology and Biomedicine – course in the Post-Graduate School on Biostatistics for Clinical and Epidemiological Research by the Faculty of Medicine of the University of Naples Federico II"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Università di Napoli Federico II"
"en" => "Università di Napoli Federico II"
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
}
49 => Essec\Faculty\Model\TeachingItem {#2337
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "2000"
"endDate" => "2000"
"program" => null
"label" => array:2 [
"fr" => "Analysts of Scenarios on International Markets (post-graduate course). Module Statistiques"
"en" => "Analysts of Scenarios on International Markets (post-graduate course). Statistics module"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Università di Napoli Federico II"
"en" => "Università di Napoli Federico II"
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
}
50 => Essec\Faculty\Model\TeachingItem {#2335
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "1999"
"endDate" => "1999"
"program" => null
"label" => array:2 [
"fr" => "Multivariate Statistical Analyses for Total Quality Measurement – séries de cours à la V International Summer School in Computational Statistics organisé par IASC sur le thème: 3rd Millenium Challenge for Industrial Statistics"
"en" => "Multivariate Statistical Analyses for Total Quality Measurement – series of lectures at the V International Summer School in Computational Statistics organised by IASC on the theme: 3rd Millenium Challenge for Industrial Statistics"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "International Association for Statistical Computing (IASC)"
"en" => "International Association for Statistical Computing (IASC)"
]
"country" => array:2 [
"fr" => "Grèce"
"en" => "Greece"
]
]
+lang: "fr"
}
51 => Essec\Faculty\Model\TeachingItem {#2338
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "1998"
"endDate" => "1998"
"program" => null
"label" => array:2 [
"fr" => "Experts of Tourism Marketing (post-graduate course). Module Statistiques"
"en" => "Experts of Tourism Marketing (post-graduate course). Statistics module"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Università di Napoli Federico II"
"en" => "Università di Napoli Federico II"
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
}
52 => Essec\Faculty\Model\TeachingItem {#2339
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "1998"
"endDate" => "1998"
"program" => null
"label" => array:2 [
"fr" => "Experts of Typical Food Products Marketing (post-graduate course). Module Statistiques"
"en" => "Experts of Typical Food Products Marketing (post-graduate course). Statistics module"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Università di Napoli Federico II"
"en" => "Università di Napoli Federico II"
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
}
53 => Essec\Faculty\Model\TeachingItem {#2340
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "1997"
"endDate" => "1997"
"program" => null
"label" => array:2 [
"fr" => "Experts in Quality Management for Small Enterprises (post-graduate course). Module Statistiques"
"en" => "Experts in Quality Management for Small Enterprises (post-graduate course). Statistics module"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Università di Napoli Federico II"
"en" => "Università di Napoli Federico II"
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
}
54 => Essec\Faculty\Model\TeachingItem {#2341
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "1997"
"endDate" => "1997"
"program" => null
"label" => array:2 [
"fr" => "Market Analysts: Methodologies and Experiences supporting Small Enterprises (post-graduate course). Module Statistiques"
"en" => "Market Analysts: Methodologies and Experiences supporting Small Enterprises (post-graduate course). Statistics module"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Università di Napoli Federico II"
"en" => "Università di Napoli Federico II"
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
}
55 => Essec\Faculty\Model\TeachingItem {#2336
#_index: null
#_id: null
#_source: array:7 [
"startDate" => "1997"
"endDate" => "1997"
"program" => null
"label" => array:2 [
"fr" => "Statistics for Business and Management - cours au "Master in Economy and Management for the Small Enterprises" de la Faculté d'Economie de University of Naples Federico II"
"en" => "Statistics for Business and Management - course at the Master in Economy and Management for the Small Enterprises by the Faculty of Economics of the University of Naples Federico II"
]
"type" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"institution" => array:2 [
"fr" => "Università di Napoli Federico II"
"en" => "Università di Napoli Federico II"
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
}
]
"otherActivities" => array:85 [
0 => Essec\Faculty\Model\ExtraActivity {#2207
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2002-11-27"
"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 de l'Académie de recherche "Center for the Analysis of Complex ta" de la BeiHang University of Beijing"
"en" => "Member of the Research Academy "Center for the Analysis of Complex Data" of the BeiHang University of Beijing"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
1 => Essec\Faculty\Model\ExtraActivity {#2211
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2009-01-01"
"endDate" => "2013-12-31"
"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" => "Membre élu du comité de l'International Statistical Institute (ISI)"
"en" => "Elected Council Member of the International Statistical Institute (ISI)"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
2 => Essec\Faculty\Model\ExtraActivity {#2205
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2013-01-01"
"endDate" => "2015-12-31"
"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" => "Vice-président de l'International Society of Business and Industrial Statistics (ISBIS), branche de l'International Statistical Institute (ISI)"
"en" => "Vice-President of the International Society of Business and Industrial Statistics (ISBIS), a section of the International Statistical Institute (ISI)"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
3 => Essec\Faculty\Model\ExtraActivity {#2209
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2003-01-01"
"endDate" => "2007-12-31"
"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" => "Président élu du conseil d'administration européen de l'"InternationalAssociation for Statistical Computing" (IASC), branche de la "International Statistical Institute" (ISI)"
"en" => "Chairman-elect of the European Board of Directors of the International Association for Statistical Computing (IASC), a section of the International Statistical Institute (ISI)"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
4 => Essec\Faculty\Model\ExtraActivity {#2212
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2011-07-01"
"endDate" => "2011-07-31"
"year" => null
"uuid" => "299"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Autre activité académique"
"en" => "Other academic activity"
]
"label" => array:2 [
"fr" => "Président du jury du "ISI Mahalanobis Award" dans le cadre du "ISI World Statistics Congress",Dublin,"
"en" => "Chair of the Jury for the ISI Mahalanobis Award given at the ISI World Statistics Congress (Dublin)"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
5 => Essec\Faculty\Model\ExtraActivity {#2213
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2014-05-26"
"endDate" => "2014-05-28"
"year" => null
"uuid" => "201"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Organisation d'une conférence ou d'un séminaire"
"en" => "Organization of a conference or a seminar"
]
"label" => array:2 [
"fr" => "Co-président (avec G. Saporta) : 8th International Conference on PLS and Related Methods"
"en" => "Co-Chair (with G. Saporta) of the 8th International Conference on PLS and Related Methods"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "France"
"en" => "France"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
6 => Essec\Faculty\Model\ExtraActivity {#2214
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2013-07-10"
"endDate" => "2013-07-12"
"year" => null
"uuid" => "R1_101"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Participation au comité scientifique d'une conférence ou reviewer pour une conférence"
"en" => "Participation in scientific commissions or reviewer for a conference"
]
"label" => array:2 [
"fr" => "Membre du comité scientifique de la conférence européenne "Data Analysis" organisée avec la "German Classification Society" (GfKl) et la "French speaking Classification Society" (SFC) – track Data Analysis in Marketing"
"en" => "Member of the Scientific Progrm Committee of the European Conference on Data Analysis jointly organized by the German Classification Society (GfKl)"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "Luxembourg"
"en" => "Luxembourg"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
7 => Essec\Faculty\Model\ExtraActivity {#2215
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2010-12-10"
"endDate" => "2010-12-12"
"year" => null
"uuid" => "R1_101"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Participation au comité scientifique d'une conférence ou reviewer pour une conférence"
"en" => "Participation in scientific commissions or reviewer for a conference"
]
"label" => array:2 [
"fr" => "Membre du comité scientifique du ERCIM'10 (3rd International Conference on Computing & Statistics (Senate House, London)"
"en" => "Member of the Scientific Program Committee of the ERCIM'10 (3rd International Conference on Computing & Statistics (Senate House in London, 10-12 December 2010)."
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "Royaume-Uni"
"en" => "United Kingdom"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
8 => Essec\Faculty\Model\ExtraActivity {#2216
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2010-08-23"
"endDate" => "2010-08-27"
"year" => null
"uuid" => "201"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Organisation d'une conférence ou d'un séminaire"
"en" => "Organization of a conference or a seminar"
]
"label" => array:2 [
"fr" => "Membre du comité national d'organisation du 19e COMPSTAT (Computational Statistics) : Symposium organisé par l'IASC (International Association for Statistical Computing) à Paris"
"en" => "Member of the National Organizing Committee for the 19th COMPSTAT (Computational Statistics) Symposium organized by the IASC (International Association for Statistical Computing) in Paris"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "France"
"en" => "France"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
9 => Essec\Faculty\Model\ExtraActivity {#2217
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2010-05-10"
"endDate" => "2010-05-11"
"year" => null
"uuid" => "201"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Organisation d'une conférence ou d'un séminaire"
"en" => "Organization of a conference or a seminar"
]
"label" => array:2 [
"fr" => "Organisateur du 4e "SSEC-SUPELEC Research Workshop Series" sur le thème “PLS Developments”: PLS and Related Methods for cutting-edge Research in Experimental Sciences: Methodological Advances and Challenging Applications (Cergy-Pontoise)"
"en" => "Organiser of the Fourth Workshop in the ESSEC-SUPELEC Research Workshop Series on "PLS Developments": PLS and Related Methods for cutting-edge Research in Experimental Sciences: Methodological Advances"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "France"
"en" => "France"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
10 => Essec\Faculty\Model\ExtraActivity {#2218
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2009-09-04"
"endDate" => "2009-09-07"
"year" => null
"uuid" => "R1_101"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Participation au comité scientifique d'une conférence ou reviewer pour une conférence"
"en" => "Participation in scientific commissions or reviewer for a conference"
]
"label" => array:2 [
"fr" => "Co-président du comité de programme scientifique du 6e "International Symposium on PLS and Related Methods" (PLS'09, Beijing)"
"en" => "Co-Chair of the Scientific Program Committee of the 6th International Symposium on PLS and Related Methods (PLS'09, Beijing)"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "Chine"
"en" => "China"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
11 => Essec\Faculty\Model\ExtraActivity {#2219
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2009-08-16"
"endDate" => "2009-08-22"
"year" => null
"uuid" => "201"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Organisation d'une conférence ou d'un séminaire"
"en" => "Organization of a conference or a seminar"
]
"label" => array:2 [
"fr" => "Organisateur d'un "Invited paper meeting" sur le thème "Capturing Unobserved Heterogeneity in Latent Variable Modelling", 57e session de l'International Statistical Institute (ISI 2009, Durban)"
"en" => "Organizer of an invited paper meeting on "Capturing Unobserved Heterogeneity in Latent Variable Modelling" at the 57th Session of the International Statistical Institute"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "Afrique du Sud"
"en" => "South Africa"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
12 => Essec\Faculty\Model\ExtraActivity {#2220
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2009-05-30"
"endDate" => "2009-06-03"
"year" => null
"uuid" => "R1_101"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Participation au comité scientifique d'une conférence ou reviewer pour une conférence"
"en" => "Participation in scientific commissions or reviewer for a conference"
]
"label" => array:2 [
"fr" => "Co-président du Comité de programme scientifique de ISBIS (International Society for Business and Industrial Statistics, 2009) sur le thème : Quantitative Methods for Banking and Finance, Environment, Services for SMEs, Transport and Tourism (Cagliari)"
"en" => "Co-Chair of the Scientific Program Committee of the ISBIS (International Society for Business and Industrial Statistics) Regional Meeting 2009 on Quantitative Methods for Banking and Finance, Environment, Services for SMEs, Transport and Tourism (Cagliari, Italy, 30 May - 3 June 2009)"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
13 => Essec\Faculty\Model\ExtraActivity {#2221
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2009-05-14"
"endDate" => "2009-05-14"
"year" => null
"uuid" => "201"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Organisation d'une conférence ou d'un séminaire"
"en" => "Organization of a conference or a seminar"
]
"label" => array:2 [
"fr" => "Organisateur du 3e atelier "ESSEC-HEC Research Workshop Series" on “PLS Developments”: PLS Path Modeling and other Component-based Approaches to Causal Networks and Multi-block Data Structures: Methodological Contributions and Applications with a focus on Marketing and the Management of Information Systems (Cergy-Pontoise)"
"en" => "Organiser of the Third Workshop in the ESSEC-HEC Research Workshop Series on "PLS Developments": PLS Path Modeling and other Component-based Approaches to Causal Networks and Multi-block Data Structures: Methodological Contributions and Applications with a focus on Marketing and the Management of Information Systems"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "France"
"en" => "France"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
14 => Essec\Faculty\Model\ExtraActivity {#2222
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2008-12-05"
"endDate" => "2008-12-08"
"year" => null
"uuid" => "R1_101"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Participation au comité scientifique d'une conférence ou reviewer pour une conférence"
"en" => "Participation in scientific commissions or reviewer for a conference"
]
"label" => array:2 [
"fr" => "Membre du comité scentifique international de l'IASC 2008 - Joint Meeting of the 4th World Conference of the IASC and 6th Conference of the Asian Regional Section of the IASC on Computational Statistics & Data Analysis (Yokohama)"
"en" => "Member of the International Scientific Committee for IASC 2008 - Joint Meeting of the 4th World Conference of the IASC and 6th Conference of the Asian Regional Section of the IASC on Computational Statistics & Data Analysis (Yokohama, 5-8 December 2008)."
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "Japon"
"en" => "Japan"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
15 => Essec\Faculty\Model\ExtraActivity {#2223
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2008-08-24"
"endDate" => "2008-08-29"
"year" => null
"uuid" => "R1_101"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Participation au comité scientifique d'une conférence ou reviewer pour une conférence"
"en" => "Participation in scientific commissions or reviewer for a conference"
]
"label" => array:2 [
"fr" => "Membre consultatif du comité de programme scientifique : 18e COMPSTAT Symposium, Conference of the International Association for Statistical Computing (IASC, Porto"
"en" => "Consultative Member of the Scientific Programme Committee for the 18th Association for Statistical Computing (IASC, Porto, 24-29 August 2008)"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "Portugal"
"en" => "Portugal"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
16 => Essec\Faculty\Model\ExtraActivity {#2224
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2008-08-01"
"endDate" => "2008-08-01"
"year" => null
"uuid" => "201"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Organisation d'une conférence ou d'un séminaire"
"en" => "Organization of a conference or a seminar"
]
"label" => array:2 [
"fr" => "Organisateur d'une "Invited Paper Meeting session" : COMPSTAT 2008 (Porto) sur le thème: "Models for Latent Class Detection"."
"en" => "Organiser of an Invited Paper Meeting session at COMPSTAT 2008 (Porto) on the theme: "Models for Latent Class Detection"."
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "Portugal"
"en" => "Portugal"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
17 => Essec\Faculty\Model\ExtraActivity {#2225
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2008-07-16"
"endDate" => "2008-07-18"
"year" => null
"uuid" => "R1_101"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Participation au comité scientifique d'une conférence ou reviewer pour une conférence"
"en" => "Participation in scientific commissions or reviewer for a conference"
]
"label" => array:2 [
"fr" => "Membre du comité de programme scientifique : GfKl 2008 - 32e Annual Conference of the German Classification Society sur le thème "Advances in Data Analysis, Data Handling, and Business Intelligence" (Hamburg"
"en" => "Member of the Scientific Program Committee for GfKl 2008 - 32nd Annual Conference of the German Classification Society on "Advances in Data Analysis, Data Handling, and Business Intelligence""
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "Allemagne"
"en" => "Germany"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
18 => Essec\Faculty\Model\ExtraActivity {#2226
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2008-01-01"
"endDate" => "2008-01-01"
"year" => null
"uuid" => "201"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Organisation d'une conférence ou d'un séminaire"
"en" => "Organization of a conference or a seminar"
]
"label" => array:2 [
"fr" => "Organisateur d'une "Invited Paper Meeting session" : GfKl 2008, sur le thème : "PLS Path Modeling"."
"en" => "Organiser of an Invited Paper Meeting session at GfKl 2008 on the theme: "PLS Path Modeling"."
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
19 => Essec\Faculty\Model\ExtraActivity {#2227
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2008-06-19"
"endDate" => "2008-06-23"
"year" => null
"uuid" => "R1_101"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Participation au comité scientifique d'une conférence ou reviewer pour une conférence"
"en" => "Participation in scientific commissions or reviewer for a conference"
]
"label" => array:2 [
"fr" => "Membre du comité de programme scientifique : HDM-2008, International Conference on Multivariate Statistical Modeling and High Dimensional Data Mining (Kayseri (Caesarea))"
"en" => "Member of the Scientific Program Committee for the HDM-2008, International Conference on Multivariate Statistical Modeling and High Dimensional Data Mining (Kayseri (Caesarea), Turkey, 19-23 June 2008)."
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "Turquie"
"en" => "Turkey"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
20 => Essec\Faculty\Model\ExtraActivity {#2228
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2008-06-11"
"endDate" => "2008-06-13"
"year" => null
"uuid" => "R1_101"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Participation au comité scientifique d'une conférence ou reviewer pour une conférence"
"en" => "Participation in scientific commissions or reviewer for a conference"
]
"label" => array:2 [
"fr" => "Membre du comité de programme scientifique : CLADAG 2008, Joint Scientific Meeting of the Classification and Data Analysis Group of the Italian Statistical Society and Societé Francophone de Classification (Capua (CE))"
"en" => "Member of the Scientific Program Committee for the CLADAG 2008, Joint Scientific Meeting of the Classification and Data Analysis Group of the Italian Statistical Society and Societé Francophone de Classification (Capua (CE))"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
21 => Essec\Faculty\Model\ExtraActivity {#2229
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2008-05-15"
"endDate" => "2008-05-15"
"year" => null
"uuid" => "201"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Organisation d'une conférence ou d'un séminaire"
"en" => "Organization of a conference or a seminar"
]
"label" => array:2 [
"fr" => "Organisateur du 2e "ESSEC-HEC Research Workshop Series" sur “PLS Developments”: Structural Equation Models, PLs Path Modeling and Multi-block Techniques in Sensory and Consumer Analysis - Methods, Applications and Software (Cergy-Pontoise)"
"en" => "Organiser of the Second Workshop in the ESSEC-HEC Research WorkshopSeries on "PLS Developments": Structural Equation Models, PLs PathModeling and Multi-block Techniques in Sensory and Consumer Analysis -Methods, Applications and Software""
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "France"
"en" => "France"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
22 => Essec\Faculty\Model\ExtraActivity {#2230
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2007-09-01"
"endDate" => "2007-09-01"
"year" => null
"uuid" => "R1_101"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Participation au comité scientifique d'une conférence ou reviewer pour une conférence"
"en" => "Participation in scientific commissions or reviewer for a conference"
]
"label" => array:2 [
"fr" => "Membre du comité international scientifique : PLS’07, 5th International Symposium on PLS and Related Methods – Causalities explored by indirect observations (Oslo)"
"en" => "Member of the International Scientific Committee for PLS'07, 5th International Symposium on PLS and Related Methods - Causalities explored by indirect observations (Oslo, September 2007)."
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "Finlande"
"en" => "Finland"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
23 => Essec\Faculty\Model\ExtraActivity {#2231
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2007-08-23"
"endDate" => "2007-08-23"
"year" => null
"uuid" => "201"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Organisation d'une conférence ou d'un séminaire"
"en" => "Organization of a conference or a seminar"
]
"label" => array:2 [
"fr" => "Organisateur et président d'un atelier de travail spécialisé à la 56e session de l'ISI sur le thème "Latent Class Analysis and Classification Issues" (Lisbonne)"
"en" => "Organizer and Chair of a specialized topic meeting at the 56th Session of theISI on the theme of "Latent Class Analysis and Classification Issues" (Lisbon)"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "Portugal"
"en" => "Portugal"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
24 => Essec\Faculty\Model\ExtraActivity {#2232
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2007-05-15"
"endDate" => "2007-05-15"
"year" => null
"uuid" => "201"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Organisation d'une conférence ou d'un séminaire"
"en" => "Organization of a conference or a seminar"
]
"label" => array:2 [
"fr" => "Organisateur du 1er atelier "ESSEC-HEC Research Workshop Series" sur le thème “PLS Developments”: PLS Path Modeling in presence of a Group Structure: Multi-Group Analysis and Latent Class Detection - Methods, Applications and Software"
"en" => "Organiser of the First Workshop in the ESSEC-HEC Research Workshop Series on "PLS Developments": PLS Path Modeling in presence of a GroupStructure: Multi-Group Analysis and Latent Class Detection - Methods, Applications and Software""
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "France"
"en" => "France"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
25 => Essec\Faculty\Model\ExtraActivity {#2233
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2007-02-19"
"endDate" => "2007-02-21"
"year" => null
"uuid" => "R1_101"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Participation au comité scientifique d'une conférence ou reviewer pour une conférence"
"en" => "Participation in scientific commissions or reviewer for a conference"
]
"label" => array:2 [
"fr" => "Membre du comité scientifique : CLADAG School sur le thème “Multivariate Statistical Methods for the Analysis of Clustered Data” (Bologne)"
"en" => "Membre du comité scientifique : CLADAG School sur le thème “Multivariate Statistical Methods for the Analysis of Clustered Data” (Bologne)"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
26 => Essec\Faculty\Model\ExtraActivity {#2234
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2007-01-01"
"endDate" => "2007-01-01"
"year" => null
"uuid" => "R1_101"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Participation au comité scientifique d'une conférence ou reviewer pour une conférence"
"en" => "Participation in scientific commissions or reviewer for a conference"
]
"label" => array:2 [
"fr" => "Président du comité de programme de l'IASC (International Association for Statistical Computing) : 56e ISI (International Statistical Institute) Conference (Lisbonne)"
"en" => "Chair of the IASC (International Association for Statistical Computing) Programme Committee for the 56th ISI (International Statistical Institute) Conference"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "Portugal"
"en" => "Portugal"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
27 => Essec\Faculty\Model\ExtraActivity {#2235
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2006-09-01"
"endDate" => "2006-09-01"
"year" => null
"uuid" => "R1_101"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Participation au comité scientifique d'une conférence ou reviewer pour une conférence"
"en" => "Participation in scientific commissions or reviewer for a conference"
]
"label" => array:2 [
"fr" => "Co-président du comité directeur de l'IASC-INTERFACE-IFCS International Workshop sur le thème “Knowledge Extraction and Modeling” - KNEMO’06 (Anacapri)"
"en" => "Co-Chairman of the Steering and Organising Committees for the IASC-INTERFACE-IFCS International Workshop on "Knowledge Extraction and Modeling" - KNEMO'06"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
28 => Essec\Faculty\Model\ExtraActivity {#2236
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2006-08-01"
"endDate" => "2006-08-01"
"year" => null
"uuid" => "201"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Organisation d'une conférence ou d'un séminaire"
"en" => "Organization of a conference or a seminar"
]
"label" => array:2 [
"fr" => "Membre du comité organisateur COMPSTAT’06 – 17th Symposium of IASC on Computational Statistics (Rome)"
"en" => "Member of the Organising Committee for COMPSTAT'06 - 17th Symposium of IASC on Computational Statistics (Rome, August 2006)"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
29 => Essec\Faculty\Model\ExtraActivity {#2237
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2006-07-25"
"endDate" => "2006-07-29"
"year" => null
"uuid" => "201"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Organisation d'une conférence ou d'un séminaire"
"en" => "Organization of a conference or a seminar"
]
"label" => array:2 [
"fr" => "Membre du comité organisateur : IFCS’06 Conference: Data Science and Classification (Ljubljana)"
"en" => "Member of the Organising Committee for the IFCS'06 Conference: Data Science and Classification (Ljubljana, Slovenia, 25-29 July 2006)."
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "Slovénie"
"en" => "Slovenia"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
30 => Essec\Faculty\Model\ExtraActivity {#2238
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2005-10-01"
"endDate" => "2005-10-01"
"year" => null
"uuid" => "201"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Organisation d'une conférence ou d'un séminaire"
"en" => "Organization of a conference or a seminar"
]
"label" => array:2 [
"fr" => "Co-organisateur (avec C. Lauro) des "PLS track sessions" : 3e World Conference of IASC sur le thème : Computational Statistics and Data Analysis (Cyprus)"
"en" => "Co-organiser (with C. Lauro) of the PLS track sessions for the 3rd World Conference of IASC on the theme of: Computational Statistics and Data Analysis (Cyprus, October 2005)"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "Chypre"
"en" => "Cyprus"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
31 => Essec\Faculty\Model\ExtraActivity {#2239
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2005-09-01"
"endDate" => "2005-09-01"
"year" => null
"uuid" => "R1_101"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Participation au comité scientifique d'une conférence ou reviewer pour une conférence"
"en" => "Participation in scientific commissions or reviewer for a conference"
]
"label" => array:2 [
"fr" => "Member du comité directeur : PLS’05, 4e International Symposium on PLS and Related Methods, (Barcelona)"
"en" => "Member of the Steering Committee for PLS'05, 4th International Symposium on PLS and Related Methods - Focus on Marketing"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "Espagne"
"en" => "Spain"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
32 => Essec\Faculty\Model\ExtraActivity {#2240
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2005-04-01"
"endDate" => "2005-04-01"
"year" => null
"uuid" => "201"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Organisation d'une conférence ou d'un séminaire"
"en" => "Organization of a conference or a seminar"
]
"label" => array:2 [
"fr" => "Organisateur d'un "Invited Paper Meeting" sur le thème : “The PLS (Partial Least Squares) Approach in Data Analysis: new methods with validation and computational issues” for ISI’05 Conference (Sydney)"
"en" => "Organiser of an Invited Paper Meeting on: "The PLS (Partial Least Squares) Approach in Data Analysis: new methods with validation and computational issues" for ISI'05 Conference (Sydney, April 2005)."
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "Australie"
"en" => "Australia"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
33 => Essec\Faculty\Model\ExtraActivity {#2241
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2005-01-01"
"endDate" => "2005-01-01"
"year" => null
"uuid" => "R1_101"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Participation au comité scientifique d'une conférence ou reviewer pour une conférence"
"en" => "Participation in scientific commissions or reviewer for a conference"
]
"label" => array:2 [
"fr" => "Membre du comité de programme scientifique pour les sessions organisées lors de la 55e ISI (International Statistical Institute) Conference – Sydney"
"en" => "Member of the Programme Committee for the scientific sessions organised by IASC at the 55th ISI"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "Australie"
"en" => "Australia"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
34 => Essec\Faculty\Model\ExtraActivity {#2242
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2005-03-01"
"endDate" => "2005-03-01"
"year" => null
"uuid" => "201"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Organisation d'une conférence ou d'un séminaire"
"en" => "Organization of a conference or a seminar"
]
"label" => array:2 [
"fr" => "Co-organisateur avec C. Lauro de deux ateliers spécialisés sur le thème : “PLS Path Modeling, PLS Regression and Classification: New Methods and Applications” for the GfKl’05 Meeting of the Gesellschaft für Klassifikation (Magdeburg)"
"en" => "Co-organiser (with C. Lauro) of two Specialised Sessions on: "PLS Path Modeling, PLS Regression and Classification: New Methods and Applications" for the GfKl'05 Meeting of the Gesellschaft für Klassifikation"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "Allemagne"
"en" => "Germany"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
35 => Essec\Faculty\Model\ExtraActivity {#2243
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2004-09-01"
"endDate" => "2004-09-01"
"year" => null
"uuid" => "201"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Organisation d'une conférence ou d'un séminaire"
"en" => "Organization of a conference or a seminar"
]
"label" => array:2 [
"fr" => "Organisateur et président de l'atelier : “PLS Methods for Sensory Analysis” at the “European Conference on Sensory Science of Food and Beverages” (Florence)"
"en" => "Organiser and Chairman of the Workshop on: "PLS Methods for Sensory Analysis" at the "European Conference on Sensory Science of Food and Beverages" (Florence, September 2004)."
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
36 => Essec\Faculty\Model\ExtraActivity {#2244
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2004-09-01"
"endDate" => "2004-09-01"
"year" => null
"uuid" => "201"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Organisation d'une conférence ou d'un séminaire"
"en" => "Organization of a conference or a seminar"
]
"label" => array:2 [
"fr" => "Organisateur et président d'une "invited session" sur le thème: “PLS Tools for Regression and Structural Modelling of Complex High Dimensional Data” at the COMPSTAT’04 Conference (Prague)"
"en" => "Organiser and chairman of an invited session on the theme: "PLS Tools forRegression and Structural Modelling of Complex High Dimensional Data" at the COMPSTAT'04 Conference (Prague, August 2004)."
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "République tchèque"
"en" => "Czechia"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
37 => Essec\Faculty\Model\ExtraActivity {#2245
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2004-07-01"
"endDate" => "2004-07-01"
"year" => null
"uuid" => "201"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Organisation d'une conférence ou d'un séminaire"
"en" => "Organization of a conference or a seminar"
]
"label" => array:2 [
"fr" => "Organisateur et président d'une "Invited Session" de l'IASC lors de l'IFCS’04 (International Federation of Classification Societies) Conference - (Chicago)"
"en" => "Organiser and chairman of an IASC Invited Session at the IFCS'04 (International Federation of Classification Societies) Conference"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "États-Unis"
"en" => "United States of America"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
38 => Essec\Faculty\Model\ExtraActivity {#2246
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2004-07-01"
"endDate" => "2004-07-01"
"year" => null
"uuid" => "R1_101"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Participation au comité scientifique d'une conférence ou reviewer pour une conférence"
"en" => "Participation in scientific commissions or reviewer for a conference"
]
"label" => array:2 [
"fr" => "Membre du comité de programme scientifique : SAS Campus 2004 Conference (Florence, Mai 2004). Membre du comité de programme de l'IFCS Conference (Chicago)"
"en" => "Scientific Programme Committee Member of the SAS Campus 2004 Conference (Florence, May 2004). Programme Committee Member for the"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "États-Unis"
"en" => "United States of America"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
39 => Essec\Faculty\Model\ExtraActivity {#2247
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2003-09-15"
"endDate" => "2003-09-17"
"year" => null
"uuid" => "R1_101"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Participation au comité scientifique d'une conférence ou reviewer pour une conférence"
"en" => "Participation in scientific commissions or reviewer for a conference"
]
"label" => array:2 [
"fr" => "Co-président du 3e International Symposium sur PLS and Related Methods – Focus on Customers (PLS’03, Lisbonne)"
"en" => "Co-chairman of the Third International Symposium on PLS and Related Methods - Focus on Customers (PLS'03, Lisbon, 15-17 September 2003)."
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "Portugal"
"en" => "Portugal"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
40 => Essec\Faculty\Model\ExtraActivity {#2248
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2003-07-23"
"endDate" => "2003-07-30"
"year" => null
"uuid" => "R1_101"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Participation au comité scientifique d'une conférence ou reviewer pour une conférence"
"en" => "Participation in scientific commissions or reviewer for a conference"
]
"label" => array:2 [
"fr" => "Membre du comité organisateur : IASC-IFCS Summer School sur le thème “Data Mining and Classification for Business and Industry: methods, computational issues and applications” (Lisbonne)"
"en" => "Programme Committee Member for the organisation of the IASC-IFCS Summer School on the theme: "Data Mining and Classification for Business and Industry: methods, computational issues and applications""
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "Portugal"
"en" => "Portugal"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
41 => Essec\Faculty\Model\ExtraActivity {#2249
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2003-07-07"
"endDate" => "2003-07-10"
"year" => null
"uuid" => "201"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Organisation d'une conférence ou d'un séminaire"
"en" => "Organization of a conference or a seminar"
]
"label" => array:2 [
"fr" => "Organisateur d'une "invited session" spécialisée sur le thème “PLS Structural Equation Modelling and Customer Satisfaction: Recent Advances in Methods and Applications” at the 13th International Meeting of the Psychometric Society (IMPS203) and 68th Annual American Meeting of the Psychometric Society (Chia Laguna)"
"en" => "Organisateur d'une "invited session" spécialisée sur le thème “PLS Structural Equation Modelling and Customer Satisfaction: Recent Advances in Methods and Applications” at the 13th International Meeting of the Psychometric Society (IMPS203) and 68th Annual American Meeting of the Psychometric Society (Chia Laguna)"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
42 => Essec\Faculty\Model\ExtraActivity {#2250
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2003-06-09"
"endDate" => "2003-06-11"
"year" => null
"uuid" => "201"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Organisation d'une conférence ou d'un séminaire"
"en" => "Organization of a conference or a seminar"
]
"label" => array:2 [
"fr" => "Membre du comité national organisateur de l'Intermediate SIS Conference sur le thème : “Multivariate Statistical Analysis for Social Sciences, Economics, Natural Sciences and Technology” (Napoli)"
"en" => "National Organising Committee Member for the Intermediate SIS Conference on the theme: "Multivariate Statistical Analysis for Social Sciences, Economics, Natural Sciences and Technology""
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
43 => Essec\Faculty\Model\ExtraActivity {#2251
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2001-10-01"
"endDate" => "2001-10-03"
"year" => null
"uuid" => "201"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Organisation d'une conférence ou d'un séminaire"
"en" => "Organization of a conference or a seminar"
]
"label" => array:2 [
"fr" => "Co-organisateur avec Carlo Lauro, Michel Tenenhaus et Alain Morineau, et sécrétaire scientifique du 2e International Symposium sur PLS and Related Methods (Anacapri)"
"en" => "Co-organiser (with Carlo Lauro, Michel Tenenhaus and Alain Morineau) and Scientific Secretary of the 2nd International Symposium on PLS and Related Methods (Anacapri, 1-3 October 2001)."
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
44 => Essec\Faculty\Model\ExtraActivity {#2252
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2001-06-20"
"endDate" => "2001-06-30"
"year" => null
"uuid" => "201"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Organisation d'une conférence ou d'un séminaire"
"en" => "Organization of a conference or a seminar"
]
"label" => array:2 [
"fr" => "Responsable de l'organisation avec S. Balbi de la "International Summer School" de l'IASC (International Association for Statistical Computing) sur le thème : “Knowledge Discovery & Large Surveys Design and Analysis” (Anacapri)"
"en" => "Chief organiser (with S. Balbi) of the International Summer School of IASC (International Association for Statistical Computing) on the theme:"Knowledge Discovery & Large Surveys Design and Analysis" (Anacapri, 20-30 June 2001)."
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
45 => Essec\Faculty\Model\ExtraActivity {#2253
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "1998-11-04"
"endDate" => "1998-11-06"
"year" => null
"uuid" => "R1_101"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Participation au comité scientifique d'une conférence ou reviewer pour une conférence"
"en" => "Participation in scientific commissions or reviewer for a conference"
]
"label" => array:2 [
"fr" => "Sécrétaire scientifique de la 3e International Conference sur les "New Techniques and Technologies for Statistics” organisée conjointement avec EUROSTAT, the Department of Mathematics and Statistics of the University of Naples et ISTAT (Italian National Statistical Institute)"
"en" => "Scientific Secretary of the "III International Conference on New Techniques and Technologies for Statistics" jointly organised by EUROSTAT, the Department of Mathematics and Statistics of the University of Naples and ISTAT (Italian National Statistical Institute) - (Sorrento, November 4th-6th)"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
46 => Essec\Faculty\Model\ExtraActivity {#2254
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "1997-06-11"
"endDate" => "1997-06-14"
"year" => null
"uuid" => "R1_101"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Participation au comité scientifique d'une conférence ou reviewer pour une conférence"
"en" => "Participation in scientific commissions or reviewer for a conference"
]
"label" => array:2 [
"fr" => "Membre du comité national d'organisation et sécrétaire scientifique du “VIIIe International Symposium on Applied Stochastic Models and Data Analysis” (Anacapri)"
"en" => "Member of the National and Organising Committee and Scientific Secretary of the "VIII International Symposium on Applied Stochastic Models and Data Analysis" (Anacapri, June 11th-14th, 1997)."
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
47 => Essec\Faculty\Model\ExtraActivity {#2255
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2007-05-01"
"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, AMS (The Academy of Marketing Science)"
"en" => "Member of AMS (The Academy of Marketing Science)"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
48 => Essec\Faculty\Model\ExtraActivity {#2256
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2006-01-01"
"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, ISBIS (The International Society for Business and Industrial Statistics)"
"en" => "Member of ISBIS (The International Society for Business and Industrial Statistics)"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
49 => Essec\Faculty\Model\ExtraActivity {#2257
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2002-01-01"
"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, SFDS (Société Française de Statistique) et SFC (Société Française de Classification)"
"en" => "Member of SFDS (Société Française de Statistique) et SFC (Société Française de Classification)"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
50 => Essec\Faculty\Model\ExtraActivity {#2258
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2000-12-01"
"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" => "ISI (International Statistical Institute) - membre élu"
"en" => "ISI (International Statistical Institute) - Elected Member"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
51 => Essec\Faculty\Model\ExtraActivity {#2259
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2000-10-01"
"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, CSNA (The Classification Society of North America)"
"en" => "Member of CSNA (The Classification Society of North America)"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
52 => Essec\Faculty\Model\ExtraActivity {#2260
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2000-08-01"
"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, ENBIS (European Network for Business and Industrial Statistics)"
"en" => "Member of ENBIS (European Network for Business and Industrial Statistics)"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
53 => Essec\Faculty\Model\ExtraActivity {#2261
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "1998-05-01"
"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, ASA (American Statistical Association)"
"en" => "Member of ASA (American Statistical Association)"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
54 => Essec\Faculty\Model\ExtraActivity {#2262
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "1998-01-01"
"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, CLADAG - SIS Group of the IFCS (International Federation of Classification Societies)"
"en" => "Member of CLADAG - SIS Group of the IFCS (International Federation of Classification Societies)"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
55 => Essec\Faculty\Model\ExtraActivity {#2263
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "1996-01-01"
"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, SIS (Italian Statistical Society)"
"en" => "Member of SIS (Italian Statistical Society)"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
56 => Essec\Faculty\Model\ExtraActivity {#2264
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "1993-01-01"
"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, IASC (International Association for Statistical Computing)"
"en" => "Member of IASC (International Association for Statistical Computing)"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
57 => Essec\Faculty\Model\ExtraActivity {#2265
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "1998-01-01"
"endDate" => "2000-12-31"
"year" => null
"uuid" => "299"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Autre activité académique"
"en" => "Other academic activity"
]
"label" => array:2 [
"fr" => "Directeur de l'unité de recherche ESPRIT European Project : “System for Automatic Seasonal Adjustment and Forecasting of Time Series – TESS”"
"en" => "Manager of the national research unit of the ESPRIT European Project "System for Automatic Seasonal Adjustment and Forecasting of Time Series - TESS""
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
58 => Essec\Faculty\Model\ExtraActivity {#2266
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "1998-01-01"
"endDate" => "2000-12-31"
"year" => null
"uuid" => "299"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Autre activité académique"
"en" => "Other academic activity"
]
"label" => array:2 [
"fr" => "Membre de l'unité de recherche ESPRIT European Project “ISO-3D” : développement méthodologique et mise en œuvre d'un système visant à l'interprétation des objets symboliques dans les représentations 3D"
"en" => "Member of the national research unit of the ESPRIT European Project "ISO-3D" (1998-2000) for the methodological development and the implementation of a system aimed at the interpretation of symbolic objects in 3D representations"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
59 => Essec\Faculty\Model\ExtraActivity {#2267
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2001-01-01"
"endDate" => "2003-12-31"
"year" => null
"uuid" => "299"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Autre activité académique"
"en" => "Other academic activity"
]
"label" => array:2 [
"fr" => "Membre de l'unité de recherche du projet EUROSTAT “VITAMIN-S” : Visual Data Mining System"
"en" => "Member of the national research unit of the EUROSTAT Project "VITAMIN-S" (2001-2003) for the development of a Visual Data Mining System"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
60 => Essec\Faculty\Model\ExtraActivity {#2268
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2001-01-01"
"endDate" => "2003-12-31"
"year" => null
"uuid" => "299"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Autre activité académique"
"en" => "Other academic activity"
]
"label" => array:2 [
"fr" => "Membre de l'unité de recherche du projet EUROSTAT “ASSO” : Analysis System of Symbolic Official Data"
"en" => "Member of the national research unit of the EUROSTAT Project "ASSO" (2001-2003) for the development of an Analysis System of Symbolic Official Data"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
61 => Essec\Faculty\Model\ExtraActivity {#2269
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2001-01-01"
"endDate" => "2003-12-31"
"year" => null
"uuid" => "299"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Autre activité académique"
"en" => "Other academic activity"
]
"label" => array:2 [
"fr" => "Membre de l'unité de recherche du projet EUROSTAT Project “ERMIS”: Electronic Commerce Measuring with Intelligent Agency"
"en" => "Member of the national research unit of the EUROSTAT Project "ERMIS" (2001-2003) aimed at Electronic Commerce Measuring with Intelligent Agency"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
62 => Essec\Faculty\Model\ExtraActivity {#2270
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2001-01-01"
"endDate" => "2004-12-31"
"year" => null
"uuid" => "299"
"type" => array:2 [
"fr" => "Activités de recherche"
"en" => "Research activities"
]
"subType" => array:2 [
"fr" => "Autre activité académique"
"en" => "Other academic activity"
]
"label" => array:2 [
"fr" => "Responsable scientifique du projet EUROSTAT “European Satisfaction Index System - ESIS” : Methodological development, implementation and use of PLS Path Modeling in the domain of Customer Satisfaction Measurement"
"en" => "Scientific responsible for the national research unit of the EUROSTATProject "European Satisfaction Index System - ESIS" for the methodological development, implementation and use of PLS Path Modeling in the domain of Customer Satisfaction Measurement (2001-2004)"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
63 => Essec\Faculty\Model\ExtraActivity {#2271
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2004-01-01"
"endDate" => "2004-12-31"
"year" => null
"uuid" => "502"
"type" => array:2 [
"fr" => "Activités professionnelles"
"en" => "Professional activities"
]
"subType" => array:2 [
"fr" => "Consulting"
"en" => "Consulting"
]
"label" => array:2 [
"fr" => "AACST, Office de tourisme de Capri et de la région de Naples, Italie"
"en" => "AACST, Office of Tourism of the Island of Capri and the Province of Naples"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
64 => Essec\Faculty\Model\ExtraActivity {#2272
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2001-01-01"
"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" => "ADDINSOFT, SSII spécialisée en logiciels de statistiques, Paris, France"
"en" => "ADDINSOFT, Statistical Software Company, Paris, France"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
65 => Essec\Faculty\Model\ExtraActivity {#2273
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2007-01-01"
"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" => "ALTADIS, Fleury-Les-Aubrais, France"
"en" => "ALTADIS, Fleury-Les-Aubrais, France"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
66 => Essec\Faculty\Model\ExtraActivity {#2274
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2005-01-01"
"endDate" => "2005-12-31"
"year" => null
"uuid" => "502"
"type" => array:2 [
"fr" => "Activités professionnelles"
"en" => "Professional activities"
]
"subType" => array:2 [
"fr" => "Consulting"
"en" => "Consulting"
]
"label" => array:2 [
"fr" => "Administration de la région de Lombardie, Milan, Italie"
"en" => "Administration of the Lombardia Region (Milan, Italy)"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
67 => Essec\Faculty\Model\ExtraActivity {#2275
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "1997-01-01"
"endDate" => "2000-01-01"
"year" => null
"uuid" => "502"
"type" => array:2 [
"fr" => "Activités professionnelles"
"en" => "Professional activities"
]
"subType" => array:2 [
"fr" => "Consulting"
"en" => "Consulting"
]
"label" => array:2 [
"fr" => "ASSEFOR (Association de la Chambre de commerce pour la formation et l'assistance aux petites et moyennes entreprises), Italie"
"en" => "ASSEFOR (Association of the Chambers of Commerce for the training and assistance to the small and medium enterprises, Italy)"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
68 => Essec\Faculty\Model\ExtraActivity {#2276
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2010-01-01"
"endDate" => "2010-12-31"
"year" => null
"uuid" => "502"
"type" => array:2 [
"fr" => "Activités professionnelles"
"en" => "Professional activities"
]
"subType" => array:2 [
"fr" => "Consulting"
"en" => "Consulting"
]
"label" => array:2 [
"fr" => "Bio Springer (The World of Yeast Products), France"
"en" => "Bio Springer (The World of Yeast Products), France"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
69 => Essec\Faculty\Model\ExtraActivity {#2277
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2011-01-01"
"endDate" => "2011-12-31"
"year" => null
"uuid" => "502"
"type" => array:2 [
"fr" => "Activités professionnelles"
"en" => "Professional activities"
]
"subType" => array:2 [
"fr" => "Consulting"
"en" => "Consulting"
]
"label" => array:2 [
"fr" => "CATALYZ Research, Paris, France"
"en" => "CATALYZ Research, Paris, France"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
70 => Essec\Faculty\Model\ExtraActivity {#2278
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "1997-01-01"
"endDate" => "2000-12-31"
"year" => null
"uuid" => "502"
"type" => array:2 [
"fr" => "Activités professionnelles"
"en" => "Professional activities"
]
"subType" => array:2 [
"fr" => "Consulting"
"en" => "Consulting"
]
"label" => array:2 [
"fr" => "CCIAA (Chambre de commerce de Naples), Italie"
"en" => "CCIAA (Chamber of Commerce, Industry, Arts and Handicraft of Naples, Italy)"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
71 => Essec\Faculty\Model\ExtraActivity {#2279
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "1997-01-01"
"endDate" => "2000-12-31"
"year" => null
"uuid" => "502"
"type" => array:2 [
"fr" => "Activités professionnelles"
"en" => "Professional activities"
]
"subType" => array:2 [
"fr" => "Consulting"
"en" => "Consulting"
]
"label" => array:2 [
"fr" => "CESVITEC (Centre pour la promotion et le développement technique des petites et moyennes entreprises de l'Italie du Sud), Naples, Italie"
"en" => "CESVITEC (Center for the Promotion and the Technological Development of Small and Medium Enterprises in Southern Italy, Naples, Italy)"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
72 => Essec\Faculty\Model\ExtraActivity {#2280
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2009-01-01"
"endDate" => "2011-12-31"
"year" => null
"uuid" => "502"
"type" => array:2 [
"fr" => "Activités professionnelles"
"en" => "Professional activities"
]
"subType" => array:2 [
"fr" => "Consulting"
"en" => "Consulting"
]
"label" => array:2 [
"fr" => "CIRAD (Centre de coopération internationale en recherche agronomique pour le développement), France"
"en" => "CIRAD (Centre de coopération internationale en recherche agronomique pour le développement), France"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
73 => Essec\Faculty\Model\ExtraActivity {#2281
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2008-01-01"
"endDate" => "2010-12-31"
"year" => null
"uuid" => "502"
"type" => array:2 [
"fr" => "Activités professionnelles"
"en" => "Professional activities"
]
"subType" => array:2 [
"fr" => "Consulting"
"en" => "Consulting"
]
"label" => array:2 [
"fr" => "EUROSTAT (Statistical Office of the European Commission), Luxembourg"
"en" => "EUROSTAT (Statistical Office of the European Commission), Luxembourg"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
74 => Essec\Faculty\Model\ExtraActivity {#2282
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2009-01-01"
"endDate" => "2009-12-31"
"year" => null
"uuid" => "502"
"type" => array:2 [
"fr" => "Activités professionnelles"
"en" => "Professional activities"
]
"subType" => array:2 [
"fr" => "Consulting"
"en" => "Consulting"
]
"label" => array:2 [
"fr" => "GPF - Allaxia SpA (Market Research Company), Milan, Italie"
"en" => "GPF - Allaxia SpA (Market Research Company), Milan, Italie"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
75 => Essec\Faculty\Model\ExtraActivity {#2283
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2008-01-01"
"endDate" => "2008-12-31"
"year" => null
"uuid" => "502"
"type" => array:2 [
"fr" => "Activités professionnelles"
"en" => "Professional activities"
]
"subType" => array:2 [
"fr" => "Consulting"
"en" => "Consulting"
]
"label" => array:2 [
"fr" => "INRETS (Institut National de Recherche sur les Transports et leur Sécurité), France"
"en" => "INRETS (Institut National de Recherche sur les Transports et leur Sécurité), France"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
76 => Essec\Faculty\Model\ExtraActivity {#2284
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2011-01-01"
"endDate" => "2011-12-31"
"year" => null
"uuid" => "502"
"type" => array:2 [
"fr" => "Activités professionnelles"
"en" => "Professional activities"
]
"subType" => array:2 [
"fr" => "Consulting"
"en" => "Consulting"
]
"label" => array:2 [
"fr" => "L'OREAL Recherche, Chevilly-La-Rue, France"
"en" => "L'OREAL Recherche, Chevilly-La-Rue, France"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
77 => Essec\Faculty\Model\ExtraActivity {#2285
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2010-01-01"
"endDate" => "2010-12-31"
"year" => null
"uuid" => "502"
"type" => array:2 [
"fr" => "Activités professionnelles"
"en" => "Professional activities"
]
"subType" => array:2 [
"fr" => "Consulting"
"en" => "Consulting"
]
"label" => array:2 [
"fr" => "STREAM LINE, Paris, France"
"en" => "STREAM LINE, Paris, France"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
78 => Essec\Faculty\Model\ExtraActivity {#2286
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2009-01-01"
"endDate" => "2009-12-31"
"year" => null
"uuid" => "502"
"type" => array:2 [
"fr" => "Activités professionnelles"
"en" => "Professional activities"
]
"subType" => array:2 [
"fr" => "Consulting"
"en" => "Consulting"
]
"label" => array:2 [
"fr" => "TERRITOIRES SITES & CITES, Paris, France"
"en" => "TERRITOIRES SITES & CITES, Paris, France"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
79 => Essec\Faculty\Model\ExtraActivity {#2287
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2009-01-01"
"endDate" => "2017-12-31"
"year" => "2009"
"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 - Advances in Data Analysis and Classification"
"en" => "Editorial board membership - Advances in Data Analysis and Classification"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
80 => Essec\Faculty\Model\ExtraActivity {#2288
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2009-01-01"
"endDate" => "2009-12-31"
"year" => "2009"
"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 - Applied Stochastic Models in Business and Industry"
"en" => "Editorial board membership - Applied Stochastic Models in Business and Industry"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
81 => Essec\Faculty\Model\ExtraActivity {#2289
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2007-01-01"
"endDate" => "2017-12-31"
"year" => "2007"
"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 - Computational Statistics"
"en" => "Editorial board membership - Computational Statistics"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
82 => Essec\Faculty\Model\ExtraActivity {#2290
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2007-01-01"
"endDate" => "2017-12-31"
"year" => "2007"
"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 - Computational Statistics and Data Analysis"
"en" => "Editorial board membership - Computational Statistics and Data Analysis"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
83 => Essec\Faculty\Model\ExtraActivity {#2291
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2007-01-01"
"endDate" => "2009-12-31"
"year" => "2007"
"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 - La Revue de MODULAD"
"en" => "Editorial board membership - La Revue de MODULAD"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
84 => Essec\Faculty\Model\ExtraActivity {#2292
#_index: null
#_id: null
#_source: array:9 [
"startDate" => "2011-01-01"
"endDate" => "2013-12-31"
"year" => "2011"
"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 - Statistical Methods and Applications"
"en" => "Editorial board membership - Statistical Methods and Applications"
]
"institution" => array:2 [
"fr" => null
"en" => null
]
"country" => array:2 [
"fr" => null
"en" => null
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
]
"theses" => array:7 [
0 => Essec\Faculty\Model\These {#2364
#_index: null
#_id: null
#_source: array:9 [
"year" => "2010"
"startDate" => "2006"
"endDate" => "2010"
"student" => "ASSAKER Guy"
"firstJob" => "Associate Professor - Lebanese American University"
"label" => array:2 [
"fr" => "Insights into tourism demand and tourism behavior: four papers using multiple perspectives and structural equation modeling"
"en" => "Insights into tourism demand and tourism behavior: four papers using multiple perspectives and structural equation modeling"
]
"role" => array:2 [
"fr" => "Directeur de thèse"
"en" => "Thesis director"
]
"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 {#2206}
}
1 => Essec\Faculty\Model\These {#2365
#_index: null
#_id: null
#_source: array:9 [
"year" => "2016"
"startDate" => "2012"
"endDate" => "2016"
"student" => "COLICEV Anatoli"
"firstJob" => "Assistant Professor - Universita Bocconi Marketing dpt"
"label" => array:2 [
"fr" => "Valuing Social Media"
"en" => "Valuing Social Media"
]
"role" => array:2 [
"fr" => "Co-directeur de thèse"
"en" => "Thesis co-director"
]
"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 {#2206}
}
2 => Essec\Faculty\Model\These {#2366
#_index: null
#_id: null
#_source: array:9 [
"year" => "2010"
"startDate" => null
"endDate" => "2010"
"student" => "DE GIOVANNI Pietro"
"firstJob" => ""
"label" => array:2 [
"fr" => "Four Essays on the Interface between Marketing and Operations in Supply Chain Management"
"en" => "Four Essays on the Interface between Marketing and Operations in Supply Chain Management"
]
"role" => array:2 [
"fr" => "Membre de jury"
"en" => "Thesis jury member"
]
"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 {#2206}
}
3 => Essec\Faculty\Model\These {#2367
#_index: null
#_id: null
#_source: array:9 [
"year" => "2007"
"startDate" => null
"endDate" => "2007"
"student" => "JAKOBOWICZ Emmanuel"
"firstJob" => ""
"label" => array:2 [
"fr" => "Contribution aux modèles d'équations tructurelles à variables latentes"
"en" => "Contribution aux modèles d'équations tructurelles à variables latentes"
]
"role" => array:2 [
"fr" => "Rapporteur"
"en" => "Thesis referee"
]
"institution" => array:2 [
"fr" => "Conservatoire National des Arts & Métiers (CNAM)"
"en" => "Conservatoire National des Arts & Métiers (CNAM)"
]
"country" => array:2 [
"fr" => "France"
"en" => "France"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
4 => Essec\Faculty\Model\These {#2368
#_index: null
#_id: null
#_source: array:9 [
"year" => "2009"
"startDate" => null
"endDate" => "2009"
"student" => "SANCHEZ TRUJILLO Gaston"
"firstJob" => ""
"label" => array:2 [
"fr" => "PATHMOX Approach: Segmentation Trees in Partial Least Squares Path Modeling"
"en" => "PATHMOX Approach: Segmentation Trees in Partial Least Squares Path Modeling"
]
"role" => array:2 [
"fr" => "Rapporteur"
"en" => "Thesis referee"
]
"institution" => array:2 [
"fr" => "Universitat Politècnica de Catalunya"
"en" => "Universitat Politècnica de Catalunya"
]
"country" => array:2 [
"fr" => "Espagne"
"en" => "Spain"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
5 => Essec\Faculty\Model\These {#2369
#_index: null
#_id: null
#_source: array:9 [
"year" => "2008"
"startDate" => null
"endDate" => "2008"
"student" => "TRINCHERA Laura"
"firstJob" => ""
"label" => array:2 [
"fr" => "Unobserved Heterogeneity in Structural Equation Models: a new approach to latent class detection in PLS Path Modeling"
"en" => "Unobserved Heterogeneity in Structural Equation Models: a new approach to latent class detection in PLS Path Modeling"
]
"role" => array:2 [
"fr" => "Directeur de thèse"
"en" => "Thesis director"
]
"institution" => array:2 [
"fr" => "Università di Napoli Federico II"
"en" => "Università di Napoli Federico II"
]
"country" => array:2 [
"fr" => "Italie"
"en" => "Italy"
]
]
+lang: "fr"
+"parent": Essec\Faculty\Model\Profile {#2206}
}
6 => Essec\Faculty\Model\These {#2370
#_index: null
#_id: null
#_source: array:9 [
"year" => "2014"
"startDate" => "2007"
"endDate" => "2014"
"student" => "ZARGOUSH Abdolmanaf"
"firstJob" => "Assistant professor of Health Policy and Management - McMaster University."
"label" => array:2 [
"fr" => "Four essays on novel heuristic algorithms in data mining with applications in healthcare analytics"
"en" => "Four essays on novel heuristic algorithms in data mining with applications in healthcare analytics"
]
"role" => array:2 [
"fr" => "Directeur de thèse"
"en" => "Thesis director"
]
"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 {#2206}
}
]
"indexedAt" => "2024-09-09T04:21:22.000Z"
"contributions" => array:132 [
0 => Essec\Faculty\Model\Contribution {#2372
#_index: "academ_contributions"
#_id: "3412"
#_source: array:18 [
"id" => "3412"
"slug" => "assessment-and-validation-in-quantile-composite-based-path-modeling"
"yearMonth" => "2016-12"
"year" => "2016"
"title" => "Assessment and Validation in Quantile Composite-Based Path Modeling"
"description" => "DAVINO, C., ESPOSITO VINZI, V. et DOLCE, P. (2016). Assessment and Validation in Quantile Composite-Based Path Modeling. Dans: <i>The Multiple Facets of Partial Least Squares and Related Methods</i>. 1st ed. Springer, pp. 169-180."
"authors" => array:3 [
0 => array:3 [
"name" => "ESPOSITO VINZI Vincenzo"
"bid" => "B00067049"
"slug" => "esposito-vinzi-vincenzo"
]
1 => array:1 [
"name" => "DAVINO C."
]
2 => array:1 [
"name" => "DOLCE P."
]
]
"ouvrage" => "The Multiple Facets of Partial Least Squares and Related Methods"
"keywords" => []
"updatedAt" => "2021-09-24 10:33:27"
"publicationUrl" => null
"publicationInfo" => array:3 [
"pages" => "169-180"
"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" => "PLS-PM presents some inconsistencies in terms of coherence with the direction of the relationships specified in the path diagram (i.e. the path directions). The PLS-PM iterative algorithm analyses interdependence among blocks and misses to distinguish explicitly between dependent and explanatory blocks in the structural model. This inconsistency of PLS-PM is illustrated by using the simple two-blocks model. For the case of more than two blocks of variables, it is necessary a close look at the different criteria optimized by PLS-PM in order to show this issue. In general, the role of latent variables in the structural model depends on the way the outer weights are calculated. A recently proposed method, called Non-Symmetrical Component-based Path Modeling, which is based on the optimization of a redundancy-related criterion in a multi-block framework, respects the direction of the relationships specified in the structural model. In order to assess the quality of the model, we provide a new goodness-of-fit index based on redundancy criterion and prediction capability. Furthermore, we provide a procedure to address the problem of multicollinearity within blocks of variables."
"en" => "PLS-PM presents some inconsistencies in terms of coherence with the direction of the relationships specified in the path diagram (i.e. the path directions). The PLS-PM iterative algorithm analyses interdependence among blocks and misses to distinguish explicitly between dependent and explanatory blocks in the structural model. This inconsistency of PLS-PM is illustrated by using the simple two-blocks model. For the case of more than two blocks of variables, it is necessary a close look at the different criteria optimized by PLS-PM in order to show this issue. In general, the role of latent variables in the structural model depends on the way the outer weights are calculated. A recently proposed method, called Non-Symmetrical Component-based Path Modeling, which is based on the optimization of a redundancy-related criterion in a multi-block framework, respects the direction of the relationships specified in the structural model. In order to assess the quality of the model, we provide a new goodness-of-fit index based on redundancy criterion and prediction capability. Furthermore, we provide a procedure to address the problem of multicollinearity within blocks of variables."
]
"authors_fields" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"indexedAt" => "2024-09-09T04:22:08.000Z"
]
+lang: "fr"
+"_type": "_doc"
+"_score": 4.632135
+"parent": null
}
1 => Essec\Faculty\Model\Contribution {#2374
#_index: "academ_contributions"
#_id: "4027"
#_source: array:18 [
"id" => "4027"
"slug" => "modeles-dequations-structurelles-approches-basees-sur-les-composantes"
"yearMonth" => "2013-04"
"year" => "2013"
"title" => "Modèles d'Equations Structurelles, Approches basées sur les Composantes"
"description" => "ESPOSITO VINZI, V. et TRINCHERA, L. (2013). Modèles d'Equations Structurelles, Approches basées sur les Composantes. Dans: <i>Modèles à variables latentes et modèles de mélange</i>. 1st ed. Éditions TECHNIP, pp. 153-176."
"authors" => array:2 [
0 => array:3 [
"name" => "ESPOSITO VINZI Vincenzo"
"bid" => "B00067049"
"slug" => "esposito-vinzi-vincenzo"
]
1 => array:1 [
"name" => "TRINCHERA L."
]
]
"ouvrage" => "Modèles à variables latentes et modèles de mélange"
"keywords" => array:2 [
0 => "Analyse en Composantes Structurelles Généralisée"
1 => "Approche PLS"
]
"updatedAt" => "2021-09-06 14:06:32"
"publicationUrl" => null
"publicationInfo" => array:3 [
"pages" => "153-176"
"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 décrit les approches aux équations structurelles qui utilisent des techniques d’estimation fondées sur les composantes où l’estimation des variables latentes joue un rôle central. On introduira d’abord les modèles à équations structurelles classiques, puis on présentera les algorithmes liés à l’approche PLS et à l’analyse en composantes structurelles généralisée, ainsi que les indices de qualité. Enfin on présentera une application à des données réelles."
"en" => "This chapter presents the so-called component-based methods to Structural Equation Modeling. First we introduce Structural Equation Models and we present the used notation. Then, the PLS Path Modeling algorithm and the Generalized Structured Component Analysis, as well the relative quality indexes will be discussed . To conclude, an application of PLS Path Modeling on real data will be presented."
]
"authors_fields" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"indexedAt" => "2024-09-09T04:22:08.000Z"
]
+lang: "fr"
+"_type": "_doc"
+"_score": 4.632135
+"parent": null
}
2 => Essec\Faculty\Model\Contribution {#2376
#_index: "academ_contributions"
#_id: "4028"
#_source: array:18 [
"id" => "4028"
"slug" => "modeles-locaux-issus-dun-modele-dequations-structurelles"
"yearMonth" => "2013-04"
"year" => "2013"
"title" => "Modèles locaux issus d'un modèle d'équations structurelles"
"description" => "ESPOSITO VINZI, V. et TRINCHERA, L. (2013). Modèles locaux issus d'un modèle d'équations structurelles. Dans: <i>Modèles à variables latentes et modèles de mélange</i>. 1st ed. Éditions TECHNIP, pp. 177-214."
"authors" => array:2 [
0 => array:3 [
"name" => "ESPOSITO VINZI Vincenzo"
"bid" => "B00067049"
"slug" => "esposito-vinzi-vincenzo"
]
1 => array:1 [
"name" => "TRINCHERA L."
]
]
"ouvrage" => "Modèles à variables latentes et modèles de mélange"
"keywords" => array:5 [
0 => "Analyse multi-groupe"
1 => "FIMIX-PLS"
2 => "Hétérogénéité des unités observées"
3 => "PATHMOX"
4 => "REBUS-PLS"
]
"updatedAt" => "2021-09-06 14:06:32"
"publicationUrl" => null
"publicationInfo" => array:3 [
"pages" => "177-214"
"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 se concentre sur des techniques de détection de sous-populations dans le cas où existent des variables latentes modératrices inconnues, donc dans le cas où le nombre des classes et leurs structures sont inconnus."
"en" => "This chapter focuses on techniques for detecting unit segments in component-based approaches to SEMs by response-based techniques in the case of unknown (latent) moderating effects, i.e. when both the number and the structure of the classes are not a priori known."
]
"authors_fields" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"indexedAt" => "2024-09-09T04:22:08.000Z"
]
+lang: "fr"
+"_type": "_doc"
+"_score": 4.632135
+"parent": null
}
3 => Essec\Faculty\Model\Contribution {#2373
#_index: "academ_contributions"
#_id: "4061"
#_source: array:18 [
"id" => "4061"
"slug" => "path-directions-incoherence-in-pls-path-modeling-a-prediction-oriented-solution"
"yearMonth" => "2016-12"
"year" => "2016"
"title" => "Path Directions Incoherence in PLS Path Modeling: A Prediction-Oriented Solution"
"description" => "DOLCE, P., ESPOSITO VINZI, V. et LAURO, C. (2016). Path Directions Incoherence in PLS Path Modeling: A Prediction-Oriented Solution. Dans: <i>The Multiple Facets of Partial Least Squares and Related Methods</i>. 1st ed. Springer, pp. 59-70."
"authors" => array:3 [
0 => array:3 [
"name" => "ESPOSITO VINZI Vincenzo"
"bid" => "B00067049"
"slug" => "esposito-vinzi-vincenzo"
]
1 => array:1 [
"name" => "DOLCE P."
]
2 => array:1 [
"name" => "LAURO C."
]
]
"ouvrage" => "The Multiple Facets of Partial Least Squares and Related Methods"
"keywords" => []
"updatedAt" => "2021-09-24 10:33:27"
"publicationUrl" => null
"publicationInfo" => array:3 [
"pages" => "59-70"
"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" => "PLS-PM presents some inconsistencies in terms of coherence with the direction of the relationships specified in the path diagram (i.e. the path directions). The PLS-PM iterative algorithm analyses interdependence among blocks and misses to distinguish explicitly between dependent and explanatory blocks in the structural model. This inconsistency of PLS-PM is illustrated by using the simple two-blocks model. For the case of more than two blocks of variables, it is necessary a close look at the different criteria optimized by PLS-PM in order to show this issue. In general, the role of latent variables in the structural model depends on the way the outer weights are calculated. A recently proposed method, called Non-Symmetrical Component-based Path Modeling, which is based on the optimization of a redundancy-related criterion in a multi-block framework, respects the direction of the relationships specified in the structural model. In order to assess the quality of the model, we provide a new goodness-of-fit index based on redundancy criterion and prediction capability. Furthermore, we provide a procedure to address the problem of multicollinearity within blocks of variables."
"en" => "PLS-PM presents some inconsistencies in terms of coherence with the direction of the relationships specified in the path diagram (i.e. the path directions). The PLS-PM iterative algorithm analyses interdependence among blocks and misses to distinguish explicitly between dependent and explanatory blocks in the structural model. This inconsistency of PLS-PM is illustrated by using the simple two-blocks model. For the case of more than two blocks of variables, it is necessary a close look at the different criteria optimized by PLS-PM in order to show this issue. In general, the role of latent variables in the structural model depends on the way the outer weights are calculated. A recently proposed method, called Non-Symmetrical Component-based Path Modeling, which is based on the optimization of a redundancy-related criterion in a multi-block framework, respects the direction of the relationships specified in the structural model. In order to assess the quality of the model, we provide a new goodness-of-fit index based on redundancy criterion and prediction capability. Furthermore, we provide a procedure to address the problem of multicollinearity within blocks of variables."
]
"authors_fields" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"indexedAt" => "2024-09-09T04:22:08.000Z"
]
+lang: "fr"
+"_type": "_doc"
+"_score": 4.632135
+"parent": null
}
4 => Essec\Faculty\Model\Contribution {#2377
#_index: "academ_contributions"
#_id: "4070"
#_source: array:18 [
"id" => "4070"
"slug" => "pls-path-modeling-from-foundations-to-recent-developments-and-open-issues-for-model-assessment-and-improvement"
"yearMonth" => "2010-03"
"year" => "2010"
"title" => "PLS Path Modeling: From Foundations to Recent Developments and Open Issues for Model Assessment and Improvement"
"description" => "ESPOSITO VINZI, V., TRINCHERA, L. et AMATO, S. (2010). PLS Path Modeling: From Foundations to Recent Developments and Open Issues for Model Assessment and Improvement. Dans: <i>Handbook of Partial Least Squares: Concepts, Methods and Applications</i>. 1st ed. Springer, pp. 47-82."
"authors" => array:3 [
0 => array:3 [
"name" => "ESPOSITO VINZI Vincenzo"
"bid" => "B00067049"
"slug" => "esposito-vinzi-vincenzo"
]
1 => array:1 [
"name" => "TRINCHERA L."
]
2 => array:1 [
"name" => "AMATO S."
]
]
"ouvrage" => "Handbook of Partial Least Squares: Concepts, Methods and Applications"
"keywords" => array:2 [
0 => "Mosel Validation"
1 => "Unobserved Heterogeneity"
]
"updatedAt" => "2021-09-06 14:06:32"
"publicationUrl" => null
"publicationInfo" => array:3 [
"pages" => "47-82"
"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" => "In this chapter the authors first present the basic algorithm of PLS Path Modeling by discussing some recently proposed estimation options. Namely, they introduce the development of new estimation modes and schemes for multidimensional (formative) constructs, i.e. the use of PLS Regression for formative indicators, and the use of path analysis on latent variable scores to estimate path coefficients. Furthermore, they focus on the quality indexes classically used to assess the performance of the model in terms of explained variances. They also present some recent developments in PLS PathModeling framework for model assessment and improvement, including a non-parametric GoF-based procedure for assessing the statistical significance of path coefficients. Finally, they discuss the REBUS-PLS algorithm that enables to improve the prediction performance of the model by capturing unobserved heterogeneity. The chapter ends with a brief sketch of open issues in the area that, in the Authors' opinion, currently represent major research challenges."
"en" => "In this chapter the authors first present the basic algorithm of PLS Path Modeling by discussing some recently proposed estimation options. Namely, they introduce the development of new estimation modes and schemes for multidimensional (formative) constructs, i.e. the use of PLS Regression for formative indicators, and the use of path analysis on latent variable scores to estimate path coefficients. Furthermore, they focus on the quality indexes classically used to assess the performance of the model in terms of explained variances. They also present some recent developments in PLS PathModeling framework for model assessment and improvement, including a non-parametric GoF-based procedure for assessing the statistical significance of path coefficients. Finally, they discuss the REBUS-PLS algorithm that enables to improve the prediction performance of the model by capturing unobserved heterogeneity. The chapter ends with a brief sketch of open issues in the area that, in the Authors' opinion, currently represent major research challenges."
]
"authors_fields" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"indexedAt" => "2024-09-09T04:22:08.000Z"
]
+lang: "fr"
+"_type": "_doc"
+"_score": 4.632135
+"parent": null
}
5 => Essec\Faculty\Model\Contribution {#2371
#_index: "academ_contributions"
#_id: "4088"
#_source: array:18 [
"id" => "4088"
"slug" => "predictive-path-modeling-through-pls-and-other-component-based-approaches-methodological-issues-and-performance-evaluation"
"yearMonth" => "2017-11"
"year" => "2017"
"title" => "Predictive Path Modeling Through PLS and Other Component-Based Approaches: Methodological Issues and Performance Evaluation"
"description" => "DOLCE, P., ESPOSITO VINZI, V. et CARLO, L. (2017). Predictive Path Modeling Through PLS and Other Component-Based Approaches: Methodological Issues and Performance Evaluation. Dans: <i>Partial Least Squares Path Modeling: Basic Concepts, Methodological Issues and Applications</i>. 1st ed. Springer, pp. 153-172."
"authors" => array:3 [
0 => array:3 [
"name" => "ESPOSITO VINZI Vincenzo"
"bid" => "B00067049"
"slug" => "esposito-vinzi-vincenzo"
]
1 => array:1 [
"name" => "DOLCE P."
]
2 => array:1 [
"name" => "CARLO L."
]
]
"ouvrage" => "Partial Least Squares Path Modeling: Basic Concepts, Methodological Issues and Applications"
"keywords" => []
"updatedAt" => "2021-09-24 10:33:27"
"publicationUrl" => null
"publicationInfo" => array:3 [
"pages" => "153-172"
"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" => """
This paper deals with the predictive use of PLS-PM and related\n
component-based methods in an attempt to contribute to the recent debates on the suitability of PLS-PM for predictive purposes. Appropriate measures and evaluation criteria for the assessment of models in terms of predictive ability are more and more desirable in PLS-PM. The performance of the models can be improved by choosing the appropriate parameter estimation procedure among the different existing ones or by making developments and modifications of the latter. A recent example of this type of work is the non-symmetrical approach for component-based path modeling, which leads to a new method, called non-symmetrical composite-based path modeling. In the composites construction stage, this new method explicitly takes into account the directions of the relationships in the inner model. Results are promising for this new method, especially in terms of predictive relevance.
"""
"en" => """
This paper deals with the predictive use of PLS-PM and related\n
component-based methods in an attempt to contribute to the recent debates on the suitability of PLS-PM for predictive purposes. Appropriate measures and evaluation criteria for the assessment of models in terms of predictive ability are more and more desirable in PLS-PM. The performance of the models can be improved by choosing the appropriate parameter estimation procedure among the different existing ones or by making developments and modifications of the latter. A recent example of this type of work is the non-symmetrical approach for component-based path modeling, which leads to a new method, called non-symmetrical composite-based path modeling. In the composites construction stage, this new method explicitly takes into account the directions of the relationships in the inner model. Results are promising for this new method, especially in terms of predictive relevance.
"""
]
"authors_fields" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"indexedAt" => "2024-09-09T04:22:08.000Z"
]
+lang: "fr"
+"_type": "_doc"
+"_score": 4.632135
+"parent": null
}
6 => Essec\Faculty\Model\Contribution {#2375
#_index: "academ_contributions"
#_id: "4236"
#_source: array:18 [
"id" => "4236"
"slug" => "the-use-of-partial-least-squares-methods-in-new-food-product-development"
"yearMonth" => "2007-01"
"year" => "2007"
"title" => "The Use of Partial Least Squares Methods in New Food Product Development"
"description" => "MARTENS, M., TENENHAUS, M., ESPOSITO VINZI, V. et MARTENS, H. (2007). The Use of Partial Least Squares Methods in New Food Product Development. Dans: <i>Consumer-led Food Product Development</i>. 1st ed. Woodhead Publishing, pp. 492-523."
"authors" => array:4 [
0 => array:3 [
"name" => "ESPOSITO VINZI Vincenzo"
"bid" => "B00067049"
"slug" => "esposito-vinzi-vincenzo"
]
1 => array:1 [
"name" => "MARTENS M."
]
2 => array:1 [
"name" => "TENENHAUS M."
]
3 => array:1 [
"name" => "MARTENS H."
]
]
"ouvrage" => "Consumer-led Food Product Development"
"keywords" => []
"updatedAt" => "2021-09-06 14:06:32"
"publicationUrl" => null
"publicationInfo" => array:3 [
"pages" => "492-523"
"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" => "Successful food product development requires a clear vision and understanding of the interaction between consumers and product in a context and time perspective. PLS represents a certain modelling principle that describes multivariate observations in terms of their patterns of co-variation. This chapter first gives a short historical and motivational overview of PLS methods followed by a user-friendly theopretical introduction. A layperson's guide to the PLS methods then corresponds to examples in practice and reflections upon future trends."
"en" => "Successful food product development requires a clear vision and understanding of the interaction between consumers and product in a context and time perspective. PLS represents a certain modelling principle that describes multivariate observations in terms of their patterns of co-variation. This chapter first gives a short historical and motivational overview of PLS methods followed by a user-friendly theopretical introduction. A layperson's guide to the PLS methods then corresponds to examples in practice and reflections upon future trends."
]
"authors_fields" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"indexedAt" => "2024-09-09T04:22:08.000Z"
]
+lang: "fr"
+"_type": "_doc"
+"_score": 4.632135
+"parent": null
}
7 => Essec\Faculty\Model\Contribution {#2378
#_index: "academ_contributions"
#_id: "4334"
#_source: array:18 [
"id" => "4334"
"slug" => "a-non-linear-regularized-component-based-approach-to-structural-equation-modeling"
"yearMonth" => "2009-01"
"year" => "2009"
"title" => "A Non Linear Regularized Component-based Approach to Structural Equation Modeling"
"description" => "RUSSOLILLO, G., TRINCHERA, L. et ESPOSITO VINZI, V. (2009). A Non Linear Regularized Component-based Approach to Structural Equation Modeling. Dans: <i>Statistical Methods for the Analysis of Large Data-sets</i>. CLEUP, pp. 195-198."
"authors" => array:3 [
0 => array:3 [
"name" => "ESPOSITO VINZI Vincenzo"
"bid" => "B00067049"
"slug" => "esposito-vinzi-vincenzo"
]
1 => array:1 [
"name" => "RUSSOLILLO G."
]
2 => array:1 [
"name" => "TRINCHERA L."
]
]
"ouvrage" => "Statistical Methods for the Analysis of Large Data-sets"
"keywords" => array:1 [
0 => "Structural Equation Modeling"
]
"updatedAt" => "2021-04-19 17:57:25"
"publicationUrl" => null
"publicationInfo" => array:3 [
"pages" => "195-198"
"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" => "Structural Equation Models (SEM) are widely used to model complex causal relations as the ones defining human behaviors. Several techniques exist to estimate SEM parameters. Among them the PLS Path Modeling (PLS- PM) algorithm is the most widely used technique. In particular, PLS-PM allows taking into account formative blocks of manifest variables. A new way to compute outer weights in the case of formative block of manifest variables has been recently proposed. This approach involves using PLS Regression (PLS-R) in order to compute outer weights even in the case of multicollinearity among the manifest variables of the same block. However, PLS Regression supposes linearity in relations between variables. Following the previous work, we decide to use a non-linear approach to PLS-R in order to estimate measurement model parameters in a non-linear PLS-PM approach to SEM."
"en" => "Structural Equation Models (SEM) are widely used to model complex causal relations as the ones defining human behaviors. Several techniques exist to estimate SEM parameters. Among them the PLS Path Modeling (PLS- PM) algorithm is the most widely used technique. In particular, PLS-PM allows taking into account formative blocks of manifest variables. A new way to compute outer weights in the case of formative block of manifest variables has been recently proposed. This approach involves using PLS Regression (PLS-R) in order to compute outer weights even in the case of multicollinearity among the manifest variables of the same block. However, PLS Regression supposes linearity in relations between variables. Following the previous work, we decide to use a non-linear approach to PLS-R in order to estimate measurement model parameters in a non-linear PLS-PM approach to SEM."
]
"authors_fields" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"indexedAt" => "2024-09-09T04:22:08.000Z"
]
+lang: "fr"
+"_type": "_doc"
+"_score": 4.632135
+"parent": null
}
8 => Essec\Faculty\Model\Contribution {#2379
#_index: "academ_contributions"
#_id: "4371"
#_source: array:18 [
"id" => "4371"
"slug" => "an-integrated-pls-regression-based-approach-for-multidimensional-blocks-in-pls-path-modeling"
"yearMonth" => "2010-06"
"year" => "2010"
"title" => "An Integrated PLS Regression-based Approach for Multidimensional Blocks in PLS Path Modeling"
"description" => "ESPOSITO VINZI, V., RUSSOLILO, G. et TRINCHERA, L. (2010). An Integrated PLS Regression-based Approach for Multidimensional Blocks in PLS Path Modeling. Dans: <i>42èmes Journées de Statistique de la Société Française de Statistique</i>. SFdS, Société Française de Statistique."
"authors" => array:3 [
0 => array:3 [
"name" => "ESPOSITO VINZI Vincenzo"
"bid" => "B00067049"
"slug" => "esposito-vinzi-vincenzo"
]
1 => array:1 [
"name" => "RUSSOLILO G."
]
2 => array:1 [
"name" => "TRINCHERA L."
]
]
"ouvrage" => "42èmes Journées de Statistique de la Société Française de Statistique"
"keywords" => array:2 [
0 => "Analyse des données"
1 => "Problèmes de régressions inverses"
]
"updatedAt" => "2021-04-19 17:57:25"
"publicationUrl" => null
"publicationInfo" => array:3 [
"pages" => null
"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'approche PLS aux modèles à équations structurelles (PLS Path Modeling, PLSPM) est couramment considérée comme une approche basée sur les composantes. Cette méthode a été récemment revisité en tant que cadre général pour l'analyse des tableaux multiples. Nous proposons ici deux nouvelles méthodes d'estimation des poids externes dans le cadre de la PLS-PM: le Mode PLScore et le Mode PLScow. Chaque mode est fondé sur l'utilisation de la régression PLS pour l'étape d'estimation externe. Toutefois, en Mode PLScore une régression PLS est exécutée sous les contraintes classiques de la PLS-PM de variance unitaire pour les scores des variables latentes , tandis que dans le Mode PLScow les poids externes sont contraints d'avoir une norme unitaire. Cette dernière contrainte est la contrainte classique de normalisation dans le cadre de la régression PLS. Nous montrons comment les deux nouveaux modes sont liées aux méthodes d'estimation externe classiques de la PLS-PM, c.-à-d. au Mode A et au Mode B, ainsi qu'au nouveau Mode A récemment proposé par Tenenhaus & Tenenhaus (2009)."
"en" => "PLS Path Modeling (PLS-PM) is classically regarded as a component-based approach to Structural Equation Models and has been more recently revisited as a general framework for multiple table analysis. Here we propose two new modes for estimating outer weights in PLS-PM: the PLScore Mode and the PLScow Mode. Both modes involve integrating a PLS Regression as an estimation technique within the outer estimation phase of PLS-PM. However, in PLScore Mode a PLS Regression is run under the classical PLS-PM constraints of unitary variance for the latent variable scores, while in PLScow Mode the outer weights are constrained to have a unitary norm thus importing the classical normalization constraints of PLS Regression. Moreover, we show how the newly proposed modes are linked to the standard Mode A and Mode B outer estimates in PLS-PM as well as to the New Mode A recently proposed in a criterion-based approach by Tenenhaus & Tenenhaus (2009)."
]
"authors_fields" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"indexedAt" => "2024-09-09T04:22:08.000Z"
]
+lang: "fr"
+"_type": "_doc"
+"_score": 4.632135
+"parent": null
}
9 => Essec\Faculty\Model\Contribution {#2380
#_index: "academ_contributions"
#_id: "4397"
#_source: array:18 [
"id" => "4397"
"slug" => "assessment-of-latent-class-detection-in-component-based-structural-equation-modeling-the-group-quality-index"
"yearMonth" => "2008-06"
"year" => "2008"
"title" => "Assessment of Latent Class Detection in Component-based Structural Equation Modeling: The Group Quality Index"
"description" => "TRINCHERA, L. et ESPOSITO VINZI, V. (2008). Assessment of Latent Class Detection in Component-based Structural Equation Modeling: The Group Quality Index. Dans: <i>First Joint Meeting of the Société Francophone de Classification and the Classification and Data Analysis Group of the Italian Statistical Society</i>. Edizioni Scientifiche Italiane, pp. 425-428."
"authors" => array:2 [
0 => array:3 [
"name" => "ESPOSITO VINZI Vincenzo"
"bid" => "B00067049"
"slug" => "esposito-vinzi-vincenzo"
]
1 => array:1 [
"name" => "TRINCHERA L."
]
]
"ouvrage" => "First Joint Meeting of the Société Francophone de Classification and the Classification and Data Analysis Group of the Italian Statistical Society"
"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" => "Structural Equation Models assume homogeneity across the entire sample. In other words, all the units are supposed to be well represented by a unique model. Does not take into account heterogeneity among units may lead to biased results in terms of model parameters. That is why, nowadays, more attention is focused on techniques able to detect unobserved heterogeneity in Structural Equation Models. In particular, new techniques are been presented in PLS-PM framework, i.e. in a component-based Structural Equation Model framework. Among them REBUS-PLS is the unique that is completely coherent with the "soft" modeling spirit of PLS-PM. Here, a new index to assess detected unit partition will be presented: the Group Quality Index."
"en" => "Structural Equation Models assume homogeneity across the entire sample. In other words, all the units are supposed to be well represented by a unique model. Does not take into account heterogeneity among units may lead to biased results in terms of model parameters. That is why, nowadays, more attention is focused on techniques able to detect unobserved heterogeneity in Structural Equation Models. In particular, new techniques are been presented in PLS-PM framework, i.e. in a component-based Structural Equation Model framework. Among them REBUS-PLS is the unique that is completely coherent with the "soft" modeling spirit of PLS-PM. Here, a new index to assess detected unit partition will be presented: the Group Quality Index."
]
"authors_fields" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"indexedAt" => "2024-09-09T04:22:08.000Z"
]
+lang: "fr"
+"_type": "_doc"
+"_score": 4.632135
+"parent": null
}
10 => Essec\Faculty\Model\Contribution {#2381
#_index: "academ_contributions"
#_id: "4759"
#_source: array:18 [
"id" => "4759"
"slug" => "latent-class-detection-in-component-based-structural-equation-modeling"
"yearMonth" => "2008-06"
"year" => "2008"
"title" => "Latent Class Detection in Component-Based Structural Equation Modeling"
"description" => "ESPOSITO VINZI, V. et TRINCHERA, L. (2008). Latent Class Detection in Component-Based Structural Equation Modeling. Dans: <i>XLIV Scientific Meeting of the Italian Statistical Society (SIS). Proceedings of the XLIV SIS Scientific Meeting</i>. CLEUP, pp. 147-154."
"authors" => array:2 [
0 => array:3 [
"name" => "ESPOSITO VINZI Vincenzo"
"bid" => "B00067049"
"slug" => "esposito-vinzi-vincenzo"
]
1 => array:1 [
"name" => "TRINCHERA L."
]
]
"ouvrage" => "XLIV Scientific Meeting of the Italian Statistical Society (SIS). Proceedings of the XLIV SIS Scientific Meeting"
"keywords" => array:1 [
0 => "Unobserved Heterogeneity"
]
"updatedAt" => "2021-04-19 17:57:25"
"publicationUrl" => null
"publicationInfo" => array:3 [
"pages" => "147-154"
"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" => "The paper focuses on techniques for detecting unit segments in component-based SEM byresponse-based techniques in the case of unknown (latent) discrete moderating factors,i.e. when both the number and the structure of the classes are not a priori known. The first part of the work briefly introduces both PLS Path Modeling and Generalized Structured Component Analysis (GSCA). Further, the paper presents ways to handle unobserved heterogeneity in component-based approaches to SEM. In this framework, the methods allowing response-based clustering in PLS Path Modeling framework are discussed, and then Fuzzy Clusterwise Generalized Structured Component Analysis of Hwang et al. (2007) is investigated as a technique for response-based clustering in GSCA."
"en" => "The paper focuses on techniques for detecting unit segments in component-based SEM byresponse-based techniques in the case of unknown (latent) discrete moderating factors,i.e. when both the number and the structure of the classes are not a priori known. The first part of the work briefly introduces both PLS Path Modeling and Generalized Structured Component Analysis (GSCA). Further, the paper presents ways to handle unobserved heterogeneity in component-based approaches to SEM. In this framework, the methods allowing response-based clustering in PLS Path Modeling framework are discussed, and then Fuzzy Clusterwise Generalized Structured Component Analysis of Hwang et al. (2007) is investigated as a technique for response-based clustering in GSCA."
]
"authors_fields" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"indexedAt" => "2024-09-09T04:22:08.000Z"
]
+lang: "fr"
+"_type": "_doc"
+"_score": 4.632135
+"parent": null
}
11 => Essec\Faculty\Model\Contribution {#2382
#_index: "academ_contributions"
#_id: "4969"
#_source: array:18 [
"id" => "4969"
"slug" => "pls-path-modeling-some-recent-methodological-developments-a-software-integrated-in-xlstat-and-its-application-to-customer-satisfaction-studies"
"yearMonth" => "2007-01"
"year" => "2007"
"title" => "PLS Path Modeling: Some Recent Methodological Developments, a Software Integrated in XLSTAT and its Application to Customer Satisfaction Studies"
"description" => "ESPOSITO VINZI, V., FAHMY, T., CHATELIN, Y.M. et TENENHAUS, M. (2007). PLS Path Modeling: Some Recent Methodological Developments, a Software Integrated in XLSTAT and its Application to Customer Satisfaction Studies. Dans: <i>2007 World Marketing Congress (CD-Rom)</i>. Academy of Marketing Science (AMS)."
"authors" => array:4 [
0 => array:3 [
"name" => "ESPOSITO VINZI Vincenzo"
"bid" => "B00067049"
"slug" => "esposito-vinzi-vincenzo"
]
1 => array:1 [
"name" => "FAHMY T."
]
2 => array:1 [
"name" => "CHATELIN Y.M."
]
3 => array:1 [
"name" => "TENENHAUS M."
]
]
"ouvrage" => "2007 World Marketing Congress (CD-Rom)"
"keywords" => array:2 [
0 => "Customer Satisfaction"
1 => "Structural Equation Modeling"
]
"updatedAt" => "2021-04-19 17:57:25"
"publicationUrl" => null
"publicationInfo" => array:3 [
"pages" => null
"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" => "With structural equation modeling based on the PLS Path Modeling and the XLSTAT-PLeaSure software, we show a way to represent and model how customer satisfaction is related to manifest and latent variables, using data that are available through different sources, and respecting the conceptual logics of marketing in a mathematical framework."
"en" => "With structural equation modeling based on the PLS Path Modeling and the XLSTAT-PLeaSure software, we show a way to represent and model how customer satisfaction is related to manifest and latent variables, using data that are available through different sources, and respecting the conceptual logics of marketing in a mathematical framework."
]
"authors_fields" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"indexedAt" => "2024-09-09T04:22:08.000Z"
]
+lang: "fr"
+"_type": "_doc"
+"_score": 4.632135
+"parent": null
}
12 => Essec\Faculty\Model\Contribution {#2383
#_index: "academ_contributions"
#_id: "5286"
#_source: array:18 [
"id" => "5286"
"slug" => "a-comprehensive-partial-least-squares-approach-to-component-based-structural-equation-modeling"
"yearMonth" => "2008-07"
"year" => "2008"
"title" => "A Comprehensive Partial Least Squares Approach to Component-Based Structural Equation Modeling"
"description" => "TRINCHERA, L. et ESPOSITO VINZI, V. (2008). A Comprehensive Partial Least Squares Approach to Component-Based Structural Equation Modeling. Dans: 32nd Annual Conference of the German Classification Society (GfKl)."
"authors" => array:2 [
0 => array:3 [
"name" => "ESPOSITO VINZI Vincenzo"
"bid" => "B00067049"
"slug" => "esposito-vinzi-vincenzo"
]
1 => array:1 [
"name" => "TRINCHERA L."
]
]
"ouvrage" => "32nd Annual Conference of the German Classification Society (GfKl)"
"keywords" => array:1 [
0 => "Multicollinearity"
]
"updatedAt" => "2021-04-19 17:57:25"
"publicationUrl" => null
"publicationInfo" => array:3 [
"pages" => null
"volume" => null
"number" => null
]
"type" => array:2 [
"fr" => "Communications dans une conférence"
"en" => "Presentations at an Academic or Professional conference"
]
"support_type" => array:2 [
"fr" => null
"en" => null
]
"countries" => array:2 [
"fr" => null
"en" => null
]
"abstract" => array:2 [
"fr" => "PLS Path Modeling (PLS-PM) is generally meant as a component-based approach to structural equation modeling that privileges a prediction oriented discovery process to the statistical testing of causal hypotheses. Nowadays, formative relationships are more and more used in real applications but pose a few problems for the statistical estimation and interpretation. It seems quite natural to introduce a PLS Regression (PLS-R) external estimation mode within the PLS-PM algorithm so as to overcome the mentioned problems, preserve the formative relationships and still remain coherent with the component-based and prediction-oriented nature of PLS-PM. Here, the main issues concerning the use of formative indicators in PLS-PM are investigated."
"en" => "PLS Path Modeling (PLS-PM) is generally meant as a component-based approach to structural equation modeling that privileges a prediction oriented discovery process to the statistical testing of causal hypotheses. Nowadays, formative relationships are more and more used in real applications but pose a few problems for the statistical estimation and interpretation. It seems quite natural to introduce a PLS Regression (PLS-R) external estimation mode within the PLS-PM algorithm so as to overcome the mentioned problems, preserve the formative relationships and still remain coherent with the component-based and prediction-oriented nature of PLS-PM. Here, the main issues concerning the use of formative indicators in PLS-PM are investigated."
]
"authors_fields" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"indexedAt" => "2024-09-09T04:22:08.000Z"
]
+lang: "fr"
+"_type": "_doc"
+"_score": 4.632135
+"parent": null
}
13 => Essec\Faculty\Model\Contribution {#2384
#_index: "academ_contributions"
#_id: "5287"
#_source: array:18 [
"id" => "5287"
"slug" => "a-comprehensive-pls-rationale-for-multidimensional-blocks-in-predictive-path-models"
"yearMonth" => "2010-07"
"year" => "2010"
"title" => "A Comprehensive PLS Rationale for Multidimensional Blocks in Predictive Path Models"
"description" => "ESPOSITO VINZI, V. et RUSSOLILLO, G. (2010). A Comprehensive PLS Rationale for Multidimensional Blocks in Predictive Path Models. Dans: ISBIS-2010: International Symposium on Business and Industrial Statistics."
"authors" => array:2 [
0 => array:3 [
"name" => "ESPOSITO VINZI Vincenzo"
"bid" => "B00067049"
"slug" => "esposito-vinzi-vincenzo"
]
1 => array:1 [
"name" => "RUSSOLILLO G."
]
]
"ouvrage" => "ISBIS-2010: International Symposium on Business and Industrial Statistics"
"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" => "When studying complex systems, the difficulty of analysis is mainly due to the theoretically hypothesized network of somehow hidden causal relationships. This leads to the problem of extracting information from uncertain models rather than modeling uncertainty. PLS Path Modeling (PLS-PM) is classically regarded as a component-based approach to causal networks and has been more recently revisited as a general framework for multi-block data analysis. We propose two new modes for estimating outer weights in PLS-PM by PLS Regression: the PLScore Mode and the PLScow Mode. Both modes involve integrating a PLS Regression as an estimation technique within the outer estimation phase of PLS-PM. However, in PLScore Mode a PLS Regression is run under the classical PLS-PM constraints of unitary variance for the LV scores, while in PLScow Mode the outer weights are constrained to have a unitary norm thus importing the classical normalization constraints of PLS Regression."
"en" => "When studying complex systems, the difficulty of analysis is mainly due to the theoretically hypothesized network of somehow hidden causal relationships. This leads to the problem of extracting information from uncertain models rather than modeling uncertainty. PLS Path Modeling (PLS-PM) is classically regarded as a component-based approach to causal networks and has been more recently revisited as a general framework for multi-block data analysis. We propose two new modes for estimating outer weights in PLS-PM by PLS Regression: the PLScore Mode and the PLScow Mode. Both modes involve integrating a PLS Regression as an estimation technique within the outer estimation phase of PLS-PM. However, in PLScore Mode a PLS Regression is run under the classical PLS-PM constraints of unitary variance for the LV scores, while in PLScow Mode the outer weights are constrained to have a unitary norm thus importing the classical normalization constraints of PLS Regression."
]
"authors_fields" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"indexedAt" => "2024-09-09T04:22:08.000Z"
]
+lang: "fr"
+"_type": "_doc"
+"_score": 4.632135
+"parent": null
}
14 => Essec\Faculty\Model\Contribution {#2385
#_index: "academ_contributions"
#_id: "5308"
#_source: array:18 [
"id" => "5308"
"slug" => "a-joint-partial-least-squares-component-based-approach-to-structural-equation-modeling-and-multi-block-data-analysis"
"yearMonth" => "2009-09"
"year" => "2009"
"title" => "A Joint Partial Least Squares Component-based Approach to Structural Equation Modeling and Multi-block Data Analysis"
"description" => "ESPOSITO VINZI, V. (2009). A Joint Partial Least Squares Component-based Approach to Structural Equation Modeling and Multi-block Data Analysis. Dans: PLS'09 - 6th International Conference on Partial Least Squares and Related Methods."
"authors" => array:1 [
0 => array:3 [
"name" => "ESPOSITO VINZI Vincenzo"
"bid" => "B00067049"
"slug" => "esposito-vinzi-vincenzo"
]
]
"ouvrage" => "PLS'09 - 6th International Conference on Partial Least Squares and Related Methods"
"keywords" => array:2 [
0 => "Multicollinerity"
1 => "Multidimensional Blocks"
]
"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" => "Partial Least Squares Path Modelling (PLS-PM) is generally meant as a component-based approach to structural equation models and multi-block data analysis that privileges a prediction oriented discovery process to the statistical testing of causal hypotheses. In case of formative relationships in the measurement model between the manifest variables and their corresponding latent ones, PLS-PM estimates the outer weights by means of multiple OLS regressions. These regressions might often yield unstable results in case of strong correlations between manifest variables while being not feasible when the number of observations is smaller than the number of variables or in presence of missing data. An external estimation mode based on PLS regression (PLS-R) may overcome these problems while preserving the formative nature of the measurement model. At the same time, this innovative estimation mode provides new tools for interpreting the components, validating the results and improving the predictions in PLS-PM. PLS-R is also profitably extended to: the internal estimation step of PLS-PM as a generalization of path weighting scheme, the estimation of path coefficients in structural models affected by strongly correlated latent variables or missing scores. Finally, the implementation of PLS regression in the estimation steps of PLS Path Modeling defines a regularized comprehensive PLS approach that yields more stable and robust results while enriching interpretation."
"en" => "Partial Least Squares Path Modelling (PLS-PM) is generally meant as a component-based approach to structural equation models and multi-block data analysis that privileges a prediction oriented discovery process to the statistical testing of causal hypotheses. In case of formative relationships in the measurement model between the manifest variables and their corresponding latent ones, PLS-PM estimates the outer weights by means of multiple OLS regressions. These regressions might often yield unstable results in case of strong correlations between manifest variables while being not feasible when the number of observations is smaller than the number of variables or in presence of missing data. An external estimation mode based on PLS regression (PLS-R) may overcome these problems while preserving the formative nature of the measurement model. At the same time, this innovative estimation mode provides new tools for interpreting the components, validating the results and improving the predictions in PLS-PM. PLS-R is also profitably extended to: the internal estimation step of PLS-PM as a generalization of path weighting scheme, the estimation of path coefficients in structural models affected by strongly correlated latent variables or missing scores. Finally, the implementation of PLS regression in the estimation steps of PLS Path Modeling defines a regularized comprehensive PLS approach that yields more stable and robust results while enriching interpretation."
]
"authors_fields" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"indexedAt" => "2024-09-09T04:22:08.000Z"
]
+lang: "fr"
+"_type": "_doc"
+"_score": 4.632135
+"parent": null
}
15 => Essec\Faculty\Model\Contribution {#2386
#_index: "academ_contributions"
#_id: "5309"
#_source: array:18 [
"id" => "5309"
"slug" => "a-joint-use-of-pls-regression-and-pls-path-modelling-for-a-data-analysis-approach-to-latent-variable-modelling"
"yearMonth" => "2009-08"
"year" => "2009"
"title" => "A Joint Use of PLS Regression and PLS Path Modelling for a Data Analysis Approach to Latent Variable Modelling"
"description" => "ESPOSITO VINZI, V., RUSSOLILLO, G. et TRINCHERA, L. (2009). A Joint Use of PLS Regression and PLS Path Modelling for a Data Analysis Approach to Latent Variable Modelling. Dans: 57th Session of the International Statistical Institute (ISI)."
"authors" => array:3 [
0 => array:3 [
"name" => "ESPOSITO VINZI Vincenzo"
"bid" => "B00067049"
"slug" => "esposito-vinzi-vincenzo"
]
1 => array:1 [
"name" => "RUSSOLILLO G."
]
2 => array:1 [
"name" => "TRINCHERA L."
]
]
"ouvrage" => "57th Session of the International Statistical Institute (ISI)"
"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" => "Structural Equation Models (SEMs) are widely used to model complex causal relations as the ones de?ning human behaviors. Several techniques exist to estimate SEM parameters. Among them the PLS Path Modeling (PLS- PM) algorithm is the most widely used technique. In particular, PLS-PM allows taking into account formative blocks of manifest variables. A new way to compute outer weights in the case of formative block of manifest variables has been recently proposed by Esposito Vinzi et al. [2009]. This approach involves using PLS Regression (PLS-R) in order to compute outer weights even in the case of multicollinearity among the manifest variables of the same block. However, PLS Regression supposes linearity in relations between variables. Following the work by Esposito Vinzi et al. [2009], we decide to use a non-linear approach to PLS-R in order to estimate measurement model parameters in a non-linear PLS-PM approach to SEMs."
"en" => "Structural Equation Models (SEMs) are widely used to model complex causal relations as the ones de?ning human behaviors. Several techniques exist to estimate SEM parameters. Among them the PLS Path Modeling (PLS- PM) algorithm is the most widely used technique. In particular, PLS-PM allows taking into account formative blocks of manifest variables. A new way to compute outer weights in the case of formative block of manifest variables has been recently proposed by Esposito Vinzi et al. [2009]. This approach involves using PLS Regression (PLS-R) in order to compute outer weights even in the case of multicollinearity among the manifest variables of the same block. However, PLS Regression supposes linearity in relations between variables. Following the work by Esposito Vinzi et al. [2009], we decide to use a non-linear approach to PLS-R in order to estimate measurement model parameters in a non-linear PLS-PM approach to SEMs."
]
"authors_fields" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"indexedAt" => "2024-09-09T04:22:08.000Z"
]
+lang: "fr"
+"_type": "_doc"
+"_score": 4.632135
+"parent": null
}
16 => Essec\Faculty\Model\Contribution {#2387
#_index: "academ_contributions"
#_id: "5320"
#_source: array:18 [
"id" => "5320"
"slug" => "a-non-linear-regularized-component-based-approach-to-structural-equation-modeling"
"yearMonth" => "2009-09"
"year" => "2009"
"title" => "A Non Linear Regularized Component-based Approach to Structural Equation Modeling"
"description" => "ESPOSITO VINZI, V., RUSSOLILLO, G. et TRINCHERA, L. (2009). A Non Linear Regularized Component-based Approach to Structural Equation Modeling."
"authors" => array:3 [
0 => array:3 [
"name" => "ESPOSITO VINZI Vincenzo"
"bid" => "B00067049"
"slug" => "esposito-vinzi-vincenzo"
]
1 => array:1 [
"name" => "RUSSOLILLO G."
]
2 => array:1 [
"name" => "TRINCHERA L."
]
]
"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" => "We propose an extension of the PLS Path Modeling algorithm for dealing with non linear relationships as well as with problematic covariance structures that need regularization."
"en" => "We propose an extension of the PLS Path Modeling algorithm for dealing with non linear relationships as well as with problematic covariance structures that need regularization."
]
"authors_fields" => array:2 [
"fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
"en" => "Information Systems, Decision Sciences and Statistics"
]
"indexedAt" => "2024-09-09T04:22:08.000Z"
]
+lang: "fr"
+"_type": "_doc"
+"_score": 4.632135
+"parent": null
}
17 => Essec\Faculty\Model\Contribution {#2388
#_index: "academ_contributions"
#_id: "5322"
#_source: array:18 [
"id" => "5322"
"slug" => "a-partial-least-squares-comprehensive-environment"
"yearMonth" => "2008-09"
"year" => "2008"
"title" => "A Partial Least Squares Comprehensive Environment:"
"description" => "ESPOSITO VINZI, V. (2008). A Partial Least Squares Comprehensive Environment: Dans: 7th International Conference on Social Science Methodology, RC33 - Logic and Methodology in Sociology."
"authors" => array:1 [
0 => array:3 [
"name" => "ESPOSITO VINZI Vincenzo"
"bid" => "B00067049"
"slug" => "esposito-vinzi-vincenzo"
]
]
"ouvrage" => "7th International Conference on Social Science Methodology, RC33 - Logic and Methodology in Sociology"
"keywords" => array:1 [
0 => "Multicollinearity"
]
"updatedAt" => "2021-04-19 17:57:25"
"publicationUrl" => null
"publicationInfo" => array:3 [
"pages" => null
"volume" => null
"number" => null
]
"type" => array:2 [
"fr" => "Communications dans une conférence"
"en" => "Presentations at an Academic or Professional conference"
]
"support_type" => array:2 [
"fr" => null
"en" => null
]
"countries" => array:2 [
"fr" => null
"en" => null
]
"abstract" => array:2 [
"fr" => "PLS Path Modelling (PLS-PM) is generally mean