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TRINCHERA Laura

PhD, Statistiques

Laura TRINCHERA est professor de Statistiques à NEOMA BS.

Elle est titulaire d'un Master en Sciences Économiques et de Gestion et d'un Doctorat de Statistiques (2008) de l'Université de Naples Federico II, Italie.

Ses recherches portent sur l'Analyse de données et les méthodes d’apprentissage statistique avec un accent sur la Modélisation par équations structurelles, les Méthodes PLS et les algorithmes de classification. Ses recherches ont été publiées dans des revues de renommée international tel que Structural Equation Modeling: A Multidisciplinary Journal, Journal of Production Economics, Journal of Organizational Behavior, Recherche et Applications en Marketing, International Journal of Information Management and Management Decision.

Elle a été chercheur invitée à la University of California à Santa Barbara, la University of Michigan at Ann Arbor, à l'Université d'Hambourg, à la Charles University de Prague, à HEC Paris et conférencière externe pour l'ESSEC Business School, SciencesPo Paris et la Sorbonne University à Abu Dhabi.

Domaines de spécialisation

  • Analyse et fouille de données, Modèles d’équations structurelles, Méthodes Partial Least Squares (PLS)
  • Selection des variables
  • Clustering et Classification

Récentes contributions académiques

  • MARCOULIDES, K., L.TRINCHERA, "Residual-Based Algorithm for Growth Mixture Modeling: A Monte Carlo Simulation Study" à paraître Frontiers in Psychology
    DOI : 10.3389/fpsyg.2021.618647
  • TRINCHERA, L., P. MASSIERA, "Taxonomie des configurations de capacités marketing complémentaires au sein des PME" à paraître Management International
  • TRINCHERA, L., G. LAMBERTI, T. ALUJA-BANET, "University image, hard skills or soft skills: which matters most for which graduate students?," à paraître Quality & Quantity

Academic Journals

  • TRINCHERA, L., G. LAMBERTI, T. ALUJA-BANET, "University image, hard skills or soft skills: which matters most for which graduate students?," à paraître Quality & Quantity
  • TRINCHERA, L., P. MASSIERA, "Taxonomie des configurations de capacités marketing complémentaires au sein des PME" à paraître Management International
  • MARCOULIDES, K., L.TRINCHERA, "Residual-Based Algorithm for Growth Mixture Modeling: A Monte Carlo Simulation Study" à paraître Frontiers in Psychology
    DOI : 10.3389/fpsyg.2021.618647
  • FOSSO WAMBA, S., M. QUEIROZ, L. TRINCHERA, "Dynamics between blockchain adoption determinants and supply chain performance: An empirical investigation", International Journal of Production Economics, Novembre 2020, vol. 229, pp. 107791
    DOI : 10.1016/j.ijpe.2020.107791
  • GODEFROY, V., L.TRINCHERA, G.DORARD, "Optimizing the empirical assessment of orthorexia nervosa through EHQ and clarifying its relationship with BMI", Eating and Weight Disorders - Studies on Anorexia, Bulimia and Obesity, Avril 2020
    DOI : 10.1007/s40519-020-00909-4
  • GIRAUD, L., A.BERNARD, L.TRINCHERA, "Early career values and individual factors of objective career success", Career Development International, Septembre 2019, vol. 24, no. 4, pp. 350-382
    DOI : 10.1108/CDI-06-2017-0093
  • MARCOULIDES, K., L.TRINCHERA, "Detecting Unobserved Heterogeneity in Latent Growth Curve Models", Structural Equation Modeling: A Multidisciplinary Journal, Mars 2019, vol. 26, no. 3, pp. 390-401
    DOI : 10.1080/10705511.2018.1534591
  • FOSSO WAMBA, S., S. AKTER, , L.TRINCHERA, M.DE BOURMONT, "Turning Information Quality into Firm Performance in Big Data Economy", Management Decision, Septembre 2019, vol. 57, no. 8, pp. 1756-1783
    DOI : 10.1108/MD-04-2018-0394
  • MASSIERA, P., L.TRINCHERA, G.RUSSOLILLO, "Évaluation de la présence des capacités marketing : Proposition d’un index multidimensionnel et hiérarchique", Recherche et Applications en Marketing, Janvier 2018, vol. 33, no. 1, pp. 31-55
    DOI : 10.1177/0767370117741108
  • GODEFROY, V., C.CHAMPEL, L.TRINCHERA, N.RIGAL, "Disentangling the effects of parental food restriction on child’s risk of overweight", Appetite, Avril 2018, no. 123, pp. 82-90
    DOI : 10.1016/j.appet.2017.12.008
  • TRINCHERA, L., N.MARIE, G. A.MARCOULIDES, "A Distribution Free Interval Estimate for Coefficient Alpha", Structural Equation Modeling: A Multidisciplinary Journal, Octobre 2018, vol. 25, no. 6, pp. 876-887
    DOI : 10.1080/10705511.2018.1431544
  • GODEFROY, V., L.TRINCHERA, N.DARCEL, N.RIGAL, "Behavioural measures of child's eating temperament and their link with BMI.", Appetite, Février 2017, no. 110, pp. 6-14
  • GODEFROY, V., L.TRINCHERA, L.ROMO, N.RIGAL, "Modelling the effect of temperament on BMI through appetite reactivity and self-regulation in eating: a Structural Equation Modelling approach in young adolescents", International Journal of Obesity, Janvier 2016, vol. 40, no. 4, pp. 573-580
    DOI : 10.1038/ijo.2016.6
  • FOSSO WAMBA, S., M.BHATTACHARYA, L.TRINCHERA, E. W. T.NGAI, "Role of Intrinsic and Extrinsic Factors in User Social Media Acceptance within Workspace: Assessing Unobserved Heterogeneity", International Journal of Information Management, Avril 2017, vol. 37, no. 2, pp. 1-13
  • CAVARRETTA, F., L.TRINCHERA, D. O.CHOI, S. T.HANNAH, "When “It depends” amounts to more than simple contingent relationships: Three canonical forms of inversions", Journal of Organizational Behavior, Août 2016, vol. 37, no. 6, pp. 933-945
    DOI : 10.1002/job.2093
  • SERRANO, E., S.LÓPEZ-SORIA, L.TRINCHERA, J.SEGALÉS, "The use of null models and partial least squares approach path modelling (PLS-PM) for investigating risk factors influencing post-weaning mortality in indoor pig farms", Epidemiology and Infection, Mars 2014, vol. 142, no. 3, pp. 530-539
  • LE FLOCH, E., V.GUILLEMOT, V.FROUIN, P.PINEL, C.LALANNE, L.TRINCHERA, A.TENENHAUS, A.MORENO, M.ZILBOVICIUS, T.BOURGERON, S.DEHAENE, B.THIRION, J.POLINE, E.DUCHESNAY, "Significant correlation between a set of genetic polymorphisms and a functional brain network revealed by feature selection and sparse Partial Least Squares", NeuroImage, Octobre 2012, vol. 63, no. 1, pp. 11-24
    DOI : 10.1016/j.neuroimage.2012.06.061
  • INGRASSIA, S., L.TRINCHERA, "Some remarks on nonlinear relationships in PLS Path Modeling", Statistica Applicata - Italian Journal of Applied Statistics, Juillet 2008, vol. 20, no. 3, pp. 197-216
  • TRINCHERA, L., G.RUSSOLILLO, C.LAURO, "Using categorical variables in PLS Path Modeling to build system of composite indicators", Statistica Applicata - Italian Journal of Applied Statistics, Août 2008, vol. 20, no. 3, pp. 309-330
  • ESPOSITO VINZI, V., L.TRINCHERA, S.SQUILLACCIOTTI, M.TENHENHAUS, "REBUS-PLS: A Response-Based Procedure for detecting Unit Segments in PLS Path Modeling", Applied Stochastic Models in Business & Industry, Septembre 2008, vol. 24, no. 5, pp. 439-458
    DOI : 10.1002/asmb.728

Book chapter

  • PETRARCA, F., G.RUSSOLILLO, L.TRINCHERA, "Integrating Non-metric Data in Partial Least Squares Path Models" dans Partial Least Squares Path Modeling: Basic Concepts, Methodological Issues and Applications., Latan H., Noonan R. Eds, Springer, pp. 259-279, 2017
  • ESPOSITO VINZI, V., L.TRINCHERA, "Modèles locaux issus d'un modèle à équations structurelles" dans Modèles à variables latentes et modèles de mélange., Droesbeke, Saporta, Thomas-Agnan Eds, Editions Technip, pp. 177-214, 2013
  • ESPOSITO VINZI, V., L.TRINCHERA, "Modèles à équations structurelles, approches basées sur les composantes" dans Modèles à variables latentes et modèles de mélange., Droesbeke, Saporta, Thomas-Agnan Eds, Editions Technip, pp. 153-176, 2013
  • LE FLOCH, E., L.TRINCHERA, A.TENENHAUS, J.POLINE, V.FROUIN, E.DUCHESNAY, "Dimension reduction and regularisation combined with Partial Least Squares in high dimensional imaging-genetic studies" dans New Perspectives in Partial Least Squares and Related Methods., H. Abdi, W.W. Chin, V. Esposito Vinzi, G. Russolillo & L. Trinchera Eds, Springer Verlag, pp. 147-158, 2013
  • LIU, T., L.TRINCHERA, A.TENENHAUS, D.WEI, A.HERO, "Globally Sparse PLS Regression" dans New Perspectives in Partial Least Squares and Related Methods., H. Abdi, W.W. Chin, V. Esposito Vinzi, G. Russolillo & L. Trinchera Eds, Springer Verlag, pp. 117-127, 2013
  • TRINCHERA, L., "Assessment of latent class detection in component-based Structural Equation Modeling: a simulation study to evaluate the Group Quality Index performance" dans Classification and Multivariate Analysis for Complex Data Structures (Studies in Classification, Data Analysis, and Knowledge Organization)., B. Fichet, D. Piccolo, R. Verde, M. Vichi Eds, Springer Verlag, pp. 281-289, 2011
    DOI : 10.1007/798-3-642-13312-129
  • BALZANO, S., L.TRINCHERA, "Structural Equation Models and Student Evaluation of Teaching: a PLS Path Modeling Study" dans Statistical Methods for the Evaluation of University Systems (Contributions to Statistics)., V. Attanasio, V. Capursi Eds, Springer Verlag, pp. 55-66, 2011
    DOI : 10.1007/978-3-7908-2375-2-4
  • ESPOSITO VINZI, V., L.TRINCHERA, S.AMATO, "PLS Path Modeling: From Foundations to Recent Developments and Open Issues for Model Assessment and Improvement" dans Handbook Partial Least Squares: Concepts, Methods and Applications., V. Esposito Vinzi, W. Chin, J. Henseler and H. Wang Eds, Springer Verlag, pp. 47-82, 2010
    DOI : 10.1007/978-3-540-32827-8

Academic conferences

  • MARCOULIDES, K., L.TRINCHERA, "Residual-Based Algorithm for Detecting Mixtures in Latent Growth Models" dans American Educational Research Association AERA Annual Meeting, 2021
  • CAO, L., X.LIU, L.TRINCHERA, "Refining Retail Mobile Commerce Activities for an Enhance Firm Performance" dans 2021 AMA Winter Academic Conference, 2021
  • BELAOUNIA, S., L.TRINCHERA, "Creditor rights as a moderator of the relation between firm internationalisation and capital structure" dans 20th European Academy of Management EURAM Conference, 2020, Dublin, Irlande
  • RUSSOLILLO, G., L.TRINCHERA, "Non-Metric Consistent Partial Least Squares Path Modeling" dans 9th International Conference on Partial Least Squares and Related Methods, 2017, Macau
  • TRINCHERA, L., L.FORNACIARI, T.MAZZA, "Effects of Materiality Assessment on Internal Controls over Financial Reporting Quality" dans Eighth European Auditing Research Network Symposium 2015, 2015, Lausanne, France
  • TRINCHERA, L., I.WALSH, L.LOYOLA DE OLIVEIRA, "Strengthening the Legitimacy of Higher Education Institutions through Students’ Feedback." dans EFMD Higher Education Research Conference, 2015
  • CAVARRETTA, F., L.TRINCHERA, D.CHOI, S.HANNAH, "Inversions Everywhere: when "It Depends" Does not Amount to Simple Contingent Relationship" dans Academy of Management Proceedings - Academy of Management, 2015
  • DOLCE, P., L.TRINCHERA, V.ESPOSITO VINZI, C.LAURO, A.HERO, "Kronecker Products within NIPALS algorithms." dans Proceedings of the 8th International Conference on Partial Least Squares and Related Methods, 2014, Paris, France
  • TRINCHERA, L., G.GIORDANO, S.SPINA, "PLS-Path model for Social Network Data" dans Proceedings of the 8th International Conference on Partial Least Squares and Related Methods, 2014
  • FORNACIARI, L., T.MAZZA, L.TRINCHERA, "The Materiality Principle in the internal controls over financial reporting" dans 38th European Accounting Association Annual Congress, 2015, Glasgow, Royaume-Uni
  • TRINCHERA, L., "An extension of non-metric approach to inwards directed PLS-PM" dans XLVII Riunione Scientifica de la SIS (Societa Italiana di Statistica), Universita di Cagliari, 2014, Italie
  • TRINCHERA, L., P.DOLCE, V.ESPOSITO VINZI, A.HERO, "NIPALS algorithms for Kronecker structured covariance matrices" dans 7th International Conference of the ERCIM WG on Computational and Methodological Statistics, Universita di Pisa, 2014, Italie
  • FOSSO WAMBA, S., L.TRINCHERA, "Handling Unobserved Heterogeneity in PLS Path Modeling Using REBUS: Case of TAM Apply to Social Media Adoption" dans The 8th International Symposium on PLS and Related Methods (PLS), Centre National des Arts et Métiers (CNAM) Paris, 2014, France
  • FOSSO WAMBA, S., L.TRINCHERA, "Assessing Unobserved Heterogeneity in SEM Using REBUS-PLS: A Case of the Application of TAM to Social Media Adoption In Proceedings of the 20th Americas Conference on Information Systems (AMCIS 2014)" dans 20th Americas Conference on Information Systems, 2014
  • RUSSOLILLO, G., L.TRINCHERA, "An extension of Non-Metric approach to inwards directed PLS Path Models. In Proceedings of the 47th Scientific Meeting of the Italian Statistical Society" dans 47th Scientific Meeting of the Italian Statistical Society, 2014
  • LIU, T., L.TRINCHERA, A.TENENHAUS, D.WEI, A.HERO, "Globally Sparse PLS Regression" dans Proceedings of the 7th International Conference on Partial Least Squares and Related Methods, 2012
  • LE FLOCH, E., L.TRINCHERA, A.TENENHAUS, J.POLINE, V.FROUIN, E.DUCHESNAY, "Dimension reduction and regularisation combined with Partial Least Squares in high dimensional imaging-genetics studies" dans Proceedings of the 7th International Conference on Partial Least Squares and Related Methods, 2012
  • TRINCHERA, L., W.CHIN, V.ESPOSITO VINZI, J.HENSELER, "GSCA and PLSPM: a comparative study" dans Proceedings of the 7th International Conference on Partial Least Squares and Related Methods, 2012
  • ESPOSITO VINZI, V., L.TRINCHERA, "Component-based Predictive and Exploratory Path Modeling and Multi-block Data Analysis. In Proceedings of the 59th World Statistics Congresses (ISI 2013)," dans Proceedings of the 59thWorld Statistics Congresses (ISI 2013), 2013, Hong-Kong
  • LIU, T., L.TRINCHERA, A.TENENHAUS, D.WEI, A.HERO, "Global Criteria for Sparse Penalized Partial Least Squares. In Proceedings of the 59th World Statistics Congresses (ISI 2013)" dans Proceedings of the 59th World Statistics Congresses (ISI 2013), 2013, Hong-Kong
  • LE FLOCH, E., P.PINEL, A.TENENHAUS, L.TRINCHERA, J.POLINE, V.FROUIN, E.DUCHESNAY, "Discovering Associations in High Dimensional Imaging-Genetics Data: a Comparasion Study of Dimension Reduction and Regularization Strategies combined with Partial Least Squares" dans 9th IEEE International Symposium on Biomedical Imaging (ISBI), 2012, Espagne
  • TRINCHERA, L., W.CHIN, V.ESPOSITO VINZI, J.HENSELER, "A Methodological Comparison between PLS Path Modeling and Generalized Structured Component Analysis" dans 43èmes Journées de Statistique de la Société Française de Statistique, 2011, Gammarth, Tunisie
  • TRINCHERA, L., E.LE FLOCH, A.TENENHAUS, "Variable Selection via Correlated Component PLS-type Regression" dans 8th Scientific Meeting of the CLAssification and Data Analysis Group of the Italian Statistical Society (CLADAG), 2011, Italie
  • LE FLOCH, E., C.LALANNE, C.PINEL, A.MORENO, L.TRINCHERA, A.TENENHAUS, B.THIRION, J.POLINE, V.FROUIN, E.DUCHESNAY, "Bridging the gap between imaging and genetics: a multivariate statistical investigation" dans 17th Annual Meeting of the Organization for Human Brain Mapping, 2011, Québec City, Canada
  • BALZANO, S., G.PORZIO, L.TRINCHERA, "PLS Path Modeling with Ordinal Data" dans 34th Annual conference of the German Classification Society, 2010, Allemagne
  • ESPOSITO VINZI, V., G.RUSSOLILLO, L.TRINCHERA, "An Integrated PLS Regression-based Approach for Multidimensional Blocks in PLS Path Modeling" dans 42èmes Journées de Statistique de la Société Française de Statistique, 2010, France
  • RUSSOLILLO, G., L.TRINCHERA, V.ESPOSITO VINZI, "A Non Linear Regularized Component-based Approach to Structural Equation Modeling" dans Convegno Intermedio SIS-2009 "Statistical Methods for the analysis of large data-sets", 2009, Italie
  • TRINCHERA, L., G.RUSSOLILLO, "Using Categorical Indicators to take into account Unobserved hetergogeneity in PLS Path Modeling In Proceedings of the 57th ISI World Statistics Congresses (WSCs)" dans 57th ISI World Statistics Congress (WSCs), 2009, Durban, Afrique Du Sud
  • RUSSOLILLO, G., L.TRINCHERA, "PLS algorithms for non-metric data" dans 6th International Conference on Partial Least Squares and Related Methods, 2009
  • TRINCHERA, L., G.RUSSOLILLO, "Role and treatment of categorical variables in PLS Path Models for Composite Indicators In Proceedings of the 6th International Conference on Partial Least Squares and Related Methods" dans 6th International Conference on Partial Least Squares and Related Methods, 2009
  • ESPOSITO VINZI, V., G.RUSSOLILLO, L.TRINCHERA, "A joint use of PLS Regression and PLS Path Modelling for a data analysis approach to latent variable modeling In Proceedings of the 57th ISI World Statistics Congresses (WSCs)" dans 57th ISI World Statistics Congress (WSCs), 2009, Durban, Afrique Du Sud
  • TRINCHERA, L., "Clustering Units in Formative PLS Path Modeling" dans 7th international Conference on Social Science Methodology, 2008, Italie
  • ESPOSITO VINZI, V., L.TRINCHERA, "Latent Class Detection in Component-based Structural Equation Modeling In Proceedings of the XLIV SIS Scientific Meeting, vol. Invited Sessions" dans XLIV SIS Scientific Meeting, 2008, Padova, Italie
  • INGRASSIA, S., L.TRINCHERA, "Some remarks on nonlinear relationships in PLS Path Modeling" dans 7th International Conference on Social Science Methodology, 2008, Italie
  • TRINCHERA, L., V.ESPOSITO VINZI, "Assessment of latent class detection in component-based Structural Equation Modeling: the Group QUality Index" dans 1st Joint Meeting of the Société Francophone de Classification and the Classification and Data Analysis Group of the Italian Statistical Society (SFC CLADAG 2008), 2008, Italie
  • ESPOSITO VINZI, V., L.TRINCHERA, "Capturing Unobserved Heterogeneity in PLS Path Modeling" dans Abstract of IFCS 2006 Conference, pp. 168, 2006
  • TRINCHERA, L., S.SQUILLACCIOTTI, V.ESPOSITO VINZI, "PLS Typological Path Modelling: a model-based approach to classification" dans Book of Abstracts of the Knowledge Extraction and Modeling Workshop, pp. 87-88, 2006

Dissemination activity

  • TRINCHERA, L., G.RUSSOLILLO, V.KUPPELWIESER, "Categorical Data in PLS Path Modeling: A Marketing Study" dans Correspondence Analysis and Related Methods (CARME), 2015, Naples, Italie
  • TRINCHERA, L., S.SQUILLACCIOTTI, "PLS Typological Path Modeling: une nouvelle approche à la classification. Technical Report, EDF R&D Departement", 2006