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

Prediction of clinical outcome with microarray data: a partial least squares discriminant analysis (PLS-DA) approach

Human Genetics, 2003, vol. 112, pp 581-592, (in coll. with M. Pérez-Enciso)

Préface de la revue

Chemometrics and Intelligent Laboratory Systems, 28 October 2003, vol. 68, n° 1-2, pp 1-3, (in coll. with T. Naes, V. Vinzi)

Relative contribution of intrinsic vs extrinsic factors to skin aging as determined by a validated skin age score

Archives of Dermatology, November 2002, vol. 138, n° 11, pp 1454-1460, (in coll. with E Mauger, J Latreille, L Ambroisine, DJM Malvy, C Guinot, F Morizot, S Lopez, I. Le Fur, E Tschachler)

Assessment of Sun Reactive Skin Type With Multiple Correspondence Analysis, Hierarchical and Tree-Structured Classification Methods

International Journal of Cosmetic Science, 2002, vol. 24, pp 207-216, (in coll. with C. Guinot)

Use of Predictive Modeling for Propionibacterium Strain Classification

Systematic and Applied Microbiology, 2002, vol. 25, pp 386-395, (in coll. with O. Matte-Tailliez)

L'internationalisation de la présentation des états financiers des sociétés françaises : une étude empirique longitudinale

Comptabilité Contrôle Audit [Accounting Auditing Control], 2 December 2002, vol. 1, n° 8, pp 45-68, (in coll. with H. STOLOWY, Y. DING)

Analyse factorielle multiple et approche PLS

Revue de Statistique Appliquée, July 2002, vol. 50, pp 5-33, (in coll. with J. Pagès)

PLS Path modelling and multiple table analysis. Application to the cosmetic habits of women in Ile-de-France

Chemometrics and Intelligent Laboratory Systems, 28 October 2001, vol. 58, n° 2, pp 247-259, (in coll. with J. Latreille, C. Guinot)

Multiple factor analysis combined with PLS path modelling. Application to the analysis of relatioships between physicochemical variables, sensory profiles and hedonic judgements

Chemometrics and Intelligent Laboratory Systems, 28 October 2001, vol. 58, n° 2, pp 261-273, (in coll. with J. Pagès)

Use of PLS Path Modeling to Estimate the European Consumer Satisfaction Index (ECSI) Model

Statistica Applicata, 2000, vol. 12, n° 3, pp 361-375, (in coll. with A. de la Foye, C. Tellier, M. Bayol)

Books

Chapters in edited books

Proceedings

PLS Methodology for studying relationships between hedonic judgments and products characteristics, PLS and Related Methods

Proceedings of the PLS'03 International Symposium , 2003 , Lisbonne , 16 (L. Ambroise, C. Guinot, J. Pagès)

PLS regression and multiple imputation, PLS and related methods

Proceedings of the PLS'03 International Symposium , 2003 , Lisbonne

PLS-based strategies in consumer preferences and sensory analysis: an application to the cosmetic industry

Proceedings of the PLS'03 International Symposium , 2003 , Lisbonne , 14 (S. Squillacciotti, C. Guinot, V. Esposito Vinzi)

Régression PLS et imputation multiple

Actes des XXXVe Journées de Statistique de la Société Française de Statistique , 2003 , Lyon (P. Bastien)

Working papers

Scientific articles

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)

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)

Self-reported skin sensitivity in a general adult population in France: Data of the SU.VI.MAX cohort

Journal of the European Academy of Dermatology and Venereology, April 2006, vol. 20, n° 4, pp 380-390, (in coll. with C Guinot, D Malvy, E Mauger, K Ezzedine, J Latreille, L Ambroisine, P Préziosi, F Morizot, P Galan, S Hercberg, E Tschachler)

Books

Chapters in edited books

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

Traitement de variables qualitatives : les méthodes de 'Conjoint Measurement'

Analyse Des Données En Marketing, Masson, Paris

Proceedings

PLS Methodology for studying relationships between hedonic judgments and products characteristics, PLS and Related Methods

Proceedings of the PLS'03 International Symposium , 2003 , Lisbonne , 16 (L. Ambroise, C. Guinot, J. Pagès)

PLS regression and multiple imputation, PLS and related methods

Proceedings of the PLS'03 International Symposium , 2003 , Lisbonne

PLS-based strategies in consumer preferences and sensory analysis: an application to the cosmetic industry

Proceedings of the PLS'03 International Symposium , 2003 , Lisbonne , 14 (S. Squillacciotti, C. Guinot, V. Esposito Vinzi)

Régression PLS et imputation multiple

Actes des XXXVe Journées de Statistique de la Société Française de Statistique , 2003 , Lyon (P. Bastien)

Working papers

Nouvelles méthodes de régression PLS

Cahier de Recherche du Groupe HEC , 1995

La régression PLS généralisée

Cahier de Recherche du Groupe HEC , 1993

Modèle linéaire généralisée et analyse des correspondances

Cahier de Recherche du Groupe HEC , 1992

Le programme ACG (Analyse Canonique Généralisée) de variables quantitatives/qualitatives

Cahier de Recherche du Groupe HEC , 1987

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)

    • 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