Michel TENENHAUS

Emeritus Professor

Economics and Decision Sciences

Profile picture

Biography

Michel Tenenhaus has been Professor of Statistics at HEC Paris from 1973 to 2009. His main researches are concerned with multivariate data analysis: optimal scaling methods for categorical variables, PLS regression and PLS path modelling. He has published many papers in scientific journals and three books: Méthodes Statistiques en Gestion (Dunod, 1994), La régression PLS : théorie et applications (Technip, 1998) and Statistique : Méthodes pour décrire, expliquer et prévoir (Dunod, 2007). Michel Tenenhaus is also consultant for industrial companies. He has been chairman of PLS'99 at Jouy-en-Josas and PLS'09 in Beijing, and co-chairman of the following symposia PLS'01 at Anacapri, PLS'03 at Lisbon, and PLS'05 at Barcelona.

Scientific articles

Regularized Generalized Canonical Correlation Analysis: A Framework for Sequential Multiblock Component Methods

Psychometrika, September 2017, vol. 82, n° 3, pp 737-777, (in coll. with P. J. F. GROENEN)

Regularized generalized canonical correlation analysis for multiblock or multigroup data analysis

European Journal of Operational Research, October 2014, vol. 238, n° 2, pp 391-403,

Regularized generalized canonical correlation analysis

Psychometrika, April 2011, vol. 76, n° 2, pp 257-284,

Statistical methods in performance analysis

Applied Stochastic Models in Business and Industry, September-October 2008, vol. 24, n° 5, pp 369-371, (in coll. with M.R. d'Esposito)

Component-based Structural Equation Modelling

Total Quality Management & Business Excellence, 2008, vol. 19, n° 7-8, pp 871-886,

REBUS-PLS: A response-based procedure for detecting unit segments in PLS path modelling

Applied Stochastic Models in Business and Industry, 2008, vol. 24, n° 5, pp 439-458, (in coll. with V. Esposito Vinzi, L. Trinchera, S. Squillacciotti)

R&D productivity: an exploratory international study

Review of Accounting and Finance, 2007, vol. 6, n° 1, pp 86-101, (in coll. with H. STOLOWY, Y. Ding)

Relationships between visual and tactile features and biophysical parameters in human facial skin

Skin Research and Technology, 2 December 2007, vol. 13, n° 2, pp 176-183, (in coll. with L. Ambroisine, K. Ezzedine, A. Elfakir, S. Gardinier, J. Latreille, E. Mauger, C. Guinot)

Influence of skin colour on the detection of cutaneous erythema and tanning phenomena using reflectance spectrophotometry

Skin Research and Technology, August 2007, vol. 13, n° 3, pp 236-241, (in coll. with J. Latreille, S. Gardinier, L. Ambroisine, E. Mauger, S. Guéhenneux, F. Morizot, E. Tschachler, C. Guinot)

Measurement of the reliability of sensory panel performances

Food Quality and Preference, July 2006, vol. 17, n° 5, pp 369-375, (in coll. with J. Latreille, E. Mauger, L. Ambroisine, M. Vincent, S. Navarro, C. Guinot)

Books

Statistique - Méthodes pour décrire, expliquer et prévoir

Dunod

La régression PLS

Technip

Métodos estatisticos em gestâo, traduction portugaise de : Méthodes statistiques en gestion

RES Editore LDA, Lisbonne

Méthodes statistiques en gestion

Dunod Entreprise

Chapters in edited books

A bridge between PLS path modelling and multi-block data analysis

Handbook Of Partial Least Squares (Pls): Concepts, Methods And Applications, V. Esposito Vinzi, J. Henseler, W. Chin, H. Wang, Eds, Springer Verlag, Volume II in the series of the Handbooks of Computational Statistics

Use of ULS-SEM and PLS-SEM to measure interaction effect in a regression model relating two blocks of binary variables

Handbook Of Partial Least Squares (Pls): Concepts, Methods And Applications, V. Esposito Vinzi, J. Henseler, W. Chin, H. Wang, Eds, Springer Verlag, Volume II in the series of the Handbooks of Computational Statistics

The use of partial least squares methods in new food product development

Consumer-Led Food Product Development, Hal MacFie (Ed.)

La régression logistique PLS

Analyse Des Données Qualitatives, J. Droesbeke, M. Lejeune, G. Saporta (Eds), Technip, 263-275

Le modèle à réponse multinomiale, application à la lutte contre le goitre endémique

Analyse Des Données Qualitatives, J. Droesbeke, M. Lejeune, G. Saporta (Eds), Technip

Analyse canonique de deux cônes polyédriques convexes et applications à la régression qualitative

Statistiques, Probabilité, Économie, C. A. Aivazian, C. E. Kouzniezov (Eds.), Académie des Sciences de l'URSS

Géométrie, stratégie et certaines recommandations particulières dans l'analyse factorielle

Statistique, Probabilité, Économie, C. A. Aivazian, C. E. Kouzniezov (Eds.), Académie des Sciences de l'URSS

L'analyse canonique généralisée de variables numériques, nominales ou ordinales par des méthodes de codages optimal

Data Analysis And Informatics, M. Diday, et al., North-Holland

Analyse canonique des préférences

L'Analyse Des Préférences, Montjardet, Economica

Some Methods of Qualitative Data Analysis

Recent Development In Statistics, J. R. Barra, et al., (Eds), North Holland Publishing

Proceedings

A bridge between PLS path modeling and ULS-SEM

Proceedings of the PLS'07 International Symposium , 2007 , Oslo

A PLS approach to multiple table analysis

Meeting of the International Federation of Classification Societies , 2004 , Chicago

Approche PLS et Analyse des Tableaux Multiples

8èmes Journées Européennes Agro-Industrie et Méthodes Statistiques , 2004 , Rennes

PLS regression and PLS Path modeling for multiple table analysis

Proceedings in Computational Statistics , 2004 , Prague , Compstat

Working papers

Component-based Structural Equation Modelling

Cahier de Recherche du Groupe HEC , 2008

Structural Equation Modelling for small samples

Cahier de Recherche du Groupe HEC , 2008

R&D productivity: an international study

Cahier de Recherche du Groupe HEC , 2003

Régression linéaire généralisée PLS

Cahier de Recherche du Groupe HEC , 2002

State-of-art on PLS Path Modeling through the available software

Cahier de Recherche du Groupe HEC , 2002

The Internationalization of Financial Statements Presentation: an Empirical Study of French Groups / L'internationalisation de la présentation des états financiers des sociétés

Cahier de Recherche du Groupe HEC , 2001

L'approche PLS

Cahier de Recherche du Groupe HEC , 1998

A Partial Least Squares Approach to Multiple Regression, Redundancy Analysis and Canonical Analysis

Cahier de Recherche du Groupe HEC , 1995

Nouvelles méthodes de régression PLS

Cahier de Recherche du Groupe HEC , 1995

La régression PLS généralisée

Cahier de Recherche du Groupe HEC , 1993

Scientific articles

Regularized Generalized Canonical Correlation Analysis: A Framework for Sequential Multiblock Component Methods

Psychometrika, September 2017, vol. 82, n° 3, pp 737-777, (in coll. with P. J. F. GROENEN)

Regularized generalized canonical correlation analysis for multiblock or multigroup data analysis

European Journal of Operational Research, October 2014, vol. 238, n° 2, pp 391-403,

Regularized generalized canonical correlation analysis

Psychometrika, April 2011, vol. 76, n° 2, pp 257-284,

Component-based Structural Equation Modelling

Total Quality Management & Business Excellence, 2008, vol. 19, n° 7-8, pp 871-886,

Books

Statistique - Méthodes pour décrire, expliquer et prévoir

Dunod

La régression PLS

Technip

Métodos estatisticos em gestâo, traduction portugaise de : Méthodes statistiques en gestion

RES Editore LDA, Lisbonne

Méthodes statistiques en gestion

Dunod Entreprise

Chapters in edited books

A bridge between PLS path modelling and multi-block data analysis

Handbook Of Partial Least Squares (Pls): Concepts, Methods And Applications, V. Esposito Vinzi, J. Henseler, W. Chin, H. Wang, Eds, Springer Verlag, Volume II in the series of the Handbooks of Computational Statistics

Use of ULS-SEM and PLS-SEM to measure interaction effect in a regression model relating two blocks of binary variables

Handbook Of Partial Least Squares (Pls): Concepts, Methods And Applications, V. Esposito Vinzi, J. Henseler, W. Chin, H. Wang, Eds, Springer Verlag, Volume II in the series of the Handbooks of Computational Statistics

The use of partial least squares methods in new food product development

Consumer-Led Food Product Development, Hal MacFie (Ed.)

La régression logistique PLS

Analyse Des Données Qualitatives, J. Droesbeke, M. Lejeune, G. Saporta (Eds), Technip, 263-275

Proceedings

A bridge between PLS path modeling and ULS-SEM

Proceedings of the PLS'07 International Symposium , 2007 , Oslo

A PLS approach to multiple table analysis

Meeting of the International Federation of Classification Societies , 2004 , Chicago

Approche PLS et Analyse des Tableaux Multiples

8èmes Journées Européennes Agro-Industrie et Méthodes Statistiques , 2004 , Rennes

PLS regression and PLS Path modeling for multiple table analysis

Proceedings in Computational Statistics , 2004 , Prague , Compstat

Working papers

Component-based Structural Equation Modelling

Cahier de Recherche du Groupe HEC , 2008

Structural Equation Modelling for small samples

Cahier de Recherche du Groupe HEC , 2008

R&D productivity: an international study

Cahier de Recherche du Groupe HEC , 2003

Régression linéaire généralisée PLS

Cahier de Recherche du Groupe HEC , 2002

Education

  • International Teachers Programme, London Business School - United Kingdom
  • Doctorat de 3e cycle en Statistiques (Ph.D.), _ - France
  • DEA de Theorie des Probabilites, Université Paris I Panthéon Sorbonne - France
  • Licence en mathematiques pures, Université Paris I Panthéon Sorbonne - France

Scientific Activities

Membership in Academic or Professional Organisation

  • Member, Institut International de la Statistique
  • Member, Association pour la Statistique et ses Utilisations
  • Member, Psychometric Society
  • Member, American Statistical Association

Editorial activities

  • Guest Editor of a special issue: PLS Methods, in Chemometrics and Intelligent Laboratory Systems vol. 58, n 2, 28 October 2001 (in coll. with T. Naes)
  • Guest Editor of a special issue: PLS Methods, in Chemometrics and Intelligent Laboratory Systems, vol. 68, n 1-2, 2003

    • Conference organisation

  • Organisation de la Journée d'étude sur les méthodes PLS - Méthode et pratique, Groupe HEC, 4 octobre 1996
  • Président du Comité Scientifique du Symposium International PLS'99, 5-6 octobre 1999, Groupe HEC
  • Co-organisateur, "International Workshop on Strategic Management and Decision Analysis", HEC School of Management - National Natural Science Foundation of China (Management Sciences Department, Beijing), 17-19 septembre 2001, Jouy-en-Josas (en coll. avec J. P. Larçon)
  • Organisateur de la journée "PLS et mesure de la satisfaction du consommateur" - Club PLS, 24 mars 2004, Groupe HEC, Jouy-en-Josas
  • Co-chairman of the Steering Committee, 2nd International Symposium on PLS and Related Methods, October 1st- 3rd, 2001, Capri
  • Co-organisateur, Third Workshop on "PLS (Partial Least Squares) Developments", ESSEC-HEC Research Workshops Series, 14 mai 2009, Cergy

    • Awards & honors

    • 1999 1999 Prix de la Fondation HEC - Livre professeur - Mention speciale pour "La regression PLS", Technip