Pieter Kroonenberg
Professor by Special appointment emeritus Multivariate Analyse, in het bijzonder Driewegdata
- Name
- Prof.dr. P.M. Kroonenberg
- Telephone
- +31 71 527 2727
- p.m.kroonenberg@fsw.leidenuniv.nl
- ORCID iD
- 0000-0002-0018-0975
Academic Career
- Professor emeritus (2014 – present)
- Director The Three-Mode Company (2014 – present)
- Lid Commissie Senior Kwalificatie Onderwijs (2019 – present)
- Statistical consultant eNose Company (2015, 2016)
- Professor of Multivariate analysis in particular of three-way data - special chair (2004-2014)
- Visiting professor, Conservatoire national des arts et métiers, Paris, France (May 2010)
- NIAS Fellow (2003/2004)
- Visiting Fellow, Department of Education and Child Studies, Nagoya University, Nagoya, Japan (1996, 2001, 2003)
- Visiting Fellow, Department of Agriculture, University of Queensland, St. Lucia, Australia (1991, 1995, 2002)
- Visiting senior lecturer at the Department of Psychology, University of Queensland, St. Lucia, Australia (1987/1988)
- Statistical consultant Industrial Products Research Institute, Tsukuba, Japan (February 1986)
- PhD Social Sciences, Leiden University (supervisor J. de Leeuw) (1983)
- Lecturer and research associate (senior lecturer from 1/1/1986) in statistics at the Institute of Education and Child Studies, Leiden University (1975-2014)
- MSc Mathematics - statistics and numerical mathematics, Leiden University (1975)
- BSc Mathematics, Leiden University (1972)
- BSc Astronomy, Leiden University (1971)
Former teaching activities
- Director of Master Thesis Lab FSW – (Scriptie-atelier) (2007 – 2014)
- Applied multivariate data analysis
- Introduction to structural equation modelling
- Praktijk van het empirisch onderzoek (Conducting and evaluating empirical research)
- Data-analysis in research methods and statistics
- Introduction to test theory
- Onderzoekspracticum I and II
- Three-mode data analysis workshops across the world
Research areas and activities
- Three-way and multi-way data analysis, in particular three-mode principal component analysis. Website for three-mode data analysis
- Modelling in multiway contingency tables
- Consultancy in applied social science research and Ph.D. projects
- Author of 3WayPack - a program suite for three-mode analysis
- AsymTab - a program for asymmetric analysis of asymmetric tables.
- Co-author of FISHER, a program for exact tests in contingency tables. Available from The Three-Mode Company
Selected publications
- Kroonenberg, P.M. (2021, in press). Multivariate Humanities. New York, NY: Springer.
- Kroonenberg, P.M. & Verbeek, A. (2018) The Tale of Cochran's rule: My contingency table has so many expected values smaller than 5. What am I to do? The American Statistician, 72, 175-183.
- Van Ginkel, J. R. & Kroonenberg. P. M. (2014). Analysis of variance of multiply imputed data. Multivariate Behavioral Research, 49,78–91,
- Kroonenberg, P.M. (2008). Applied multiway data analysis. Hoboken, NJ: Wiley
- Kroonenberg, P.M., & Greenacre, M.J. (2005). Correspondence analysis. In S. Kotz, C.B. Read, N. Balakrishnan, & B. Vidakovic (Eds.), Encyclopedia of Statistical Sciences [2nd Edition]. New York: Wiley. pp.1394-1403.
- Van IJzendoorn, M. H. & Kroonenberg. P.M. (1988). Cross-cultural patterns of attachment: a meta-analysis of the Strange Situation. Child Development, 59, 147-156.
- Kroonenberg, P.M. (1983). Three-mode principal component analysis. Theory and applications . Leiden: DSWO Press. (Also doctoral dissertation). Now available as PDF on the website of The Three-Mode Company
- Kroonenberg, P.M. (2005). Full text Inaugural Lecture (in Dutch).
- Kroonenberg, P.M. (2014). Full text Farewell Lecture available from The Three-Mode Company
Professor by Special appointment emeritus Multivariate Analyse, in het bijzonder Driewegdata
- Faculteit der Sociale Wetenschappen
- Faculteitsbureau
- Emeriti FSW
- Kroonenberg P.M. (2015), Factorial invariance of two-way rating desings using three-way methods. TRICAP2015, Pecol Alta, Italia. [lecture].
- Lombardo R., Kroonenberg P.M. & Beh E.J. (21 September 2015), Three-way polynomial correspondence analysis for ordered contingency tables. CARME, Napoli, Italia. [lecture].
- Kroonenberg P.M. (13 July 2015), The use of deviance plots for non-nested model selection in loglinear models, structural equations, and three-mode analysis. International Meeting of the Psychometric Society, Beijing, China. [lecture].
- Kroonenberg P.M. (21 July 2014), Assessing factorial invariance of two-way rating designs using three-way methods. Meeting of the International Psychometric Society, Madison, USA. [lecture].
- Kroonenberg P.M. (6 December 2014), Three-mode analysis of multimode covariance matrices. Meeting of the European Research Council for Informatics and Mathematics, Pisa, Italy. [lecture].
- Van Ginkel J.R. & Kroonenberg P.M. (21 July 2014), The influence of multiple imputation on the Tucker2 model. Lecture at the Meeting of the International Psychometric Society, Madison, USA. [lecture].
- Kroonenberg P.M. (29 April 2014), Exploratory analysis of multivariate longitudinal data. Lecture ESSEC Business School of Paris, Gergy-Pontoise, France. [lecture].
- Kroonenberg P.M. (13 March 2014), Professor by special appointment in multivariate analysis in particular of three-way data. What does he do all day? AGP-colloquium, Leiden, The Netherlands. [lecture].
- Kroonenberg P.M. & Van Ginkel J.R. (3 July 2012), Combination rules for multiple imputation in three-way analysis illustrated with chromatography data. Conference on Three-way Methods in Chemistry and Psychology (TRICAP2012). Brugge, België. [lecture].
- Kroonenberg P.M. (5 June 2012), Multiway data in the social and behavioural sciences: Practice, challenges and prospects. Conference on Three-way Methods in Chemestry and Psychology (TRICAP2012). Brugge, België. [lecture].
- Kroonenberg P.M., Stoltenborgh M. & Mesman J. (23 August 2012), Mapping a science domain and its major contributors. The case of attachment theory and practice. Lezing at the Center for University Entrance Examinations. Komaba, Tokyo, Japan. [lecture].
- Ginkel J.R. van & Kroonenberg P.M. (20 July 2011), Multiple imputation and (repeated-measures) analysis of variance. Presentation given at invited symposium of the 17th International Meeting of the Psychometric Society.. Hong Kong, China. [lecture].
- Boomgaard P. & Kroonenberg P.M. (25 March 2011), Rice, sugar, and livestock in Java, 1820-1940: Another look at Geertz’s Agricultural Involution. New Histories of Rice. Max Planck Institute for the History of Science, Berlin, Germany. [lecture].
- Kroonenberg P.M. (10 February 2011), The history of three-way correspondence analysis. CARME2011 - Correspondence analysis and related methods. Rennes, France. [lecture].
- Kroonenberg P.M. (21 July 2011), The wellbeing of creepies and crawlies on the sea bed: A three-way correspondence analysis. IMPS2011 - International Meeting of the Psychometric Society. Hong Kong. [lecture].
- Kroonenberg P.M. (10 February 2011), Physical disturbance and organic enrichment: Effects on species in benthic communities. An application of three-way correspondence analysis. CARME2011 - Correspondence analysis and related methods. Rennes, France. [lecture].
- Kroonenberg P.M. (6 May 2010), Issues in designing user-friendly software for three-mode analysis. Third Symposium in Multiway and Multiblock data. CNAM, Paris. [lecture].
- Büyükkurt K., Ceulemans E. & Kroonenberg P.M. (24 November 2010), Understanding and graphical representation of the perceptual structure of product markets using three-mode three-way binary data. Lecture Department of Marketing, Concordia University. Montreal, Canada. [lecture].
- Kroonenberg P.M. (12 May 2010), Lectures on Exploratory longitudinal analysis with multiway component methods. Course STA01. CNAM, Paris. [lecture].
- Ariëf V.N., Kroonenberg P.M., DeLacy I.H., Dieters M.J., Crossa J., Dreisigacker S., Singh S.P., Braun H.J. & Basford K.E. (30 May 2010), Three-way ordination of rust GWAS using 25 years of one of CIMMYT global wheat breeding programs. Borlaug Global Rust Initiative Technical Workshops. St.Petersburg, Russia. [lecture].
- Kroonenberg P.M. (21 July 2009), Principal component analysis when not all variables are numerical: An outing on the Great Barrier Reef. Meeting of the Statistical Society of Australia, NSW Branch. Sydney. [lecture].
- Ginkel J.R. van & Kroonenberg P.M. (23 July 2009), Using procrustes analysis to combine the results from principal components analysis in multiple imputation. Presentation given at the 16th International Meeting of the Psychometric Society.. Cambridge, UK. [lecture].
- Kroonenberg P.M. (13 March 2008), Two examples of three-mode analysis: Asthmatic children and Blue Crabs. Seminar of the Departments of Psychology and Mathematics, Katholieke Universiteit Leuven. Leuven, Belgium. [lecture].
- Kroonenberg P.M. (26 July 2007), Adzuki beans and how to prepare them with three-mode analysis. Lecture at the Victorian Institute of Dryland Agriculture, Department of Natural Resources.. Horsham, Victoria, Australia. [lecture].
- Kroonenberg P.M. (8 June 2006), Three-mode analysis for dummies and some history of the Tucker model. Conference on Three-mode methods in chemistry and psychology (TRICAP 2006). Xania, Kreta, Griekenland. [lecture].
- Kroonenberg P.M. (14 June 2006), Multiple imputation and three-mode analysis. A research program illustrated with the structure of Afro-American families. 13th International meeting of the psychometric society.. Montreal, Canada. [lecture].
- Kroonenberg P.M. (8 June 2006), Multiple imputation and three-mode analysis. A research program illustrated with the chromatographic data. Conference on Three-mode methods in chemistry and psychology (TRICAP 2006).. Xania, Kreta, Griekenland. [lecture].
- Kroonenberg P.M. (18 October 2005), Introduction to three-mode analysis. The case of anger expressions and experiences. Inivited lecture at the Department of Psychology, Leuven University.. Leuven, Belgium. [lecture].
- Kroonenberg P.M. (18 October 2005), Introduction to three-mode analysis. The case of anger expressions and experiences. Invited lecture Department of Psychology, Leuven University. Leuven, Belgium. [lecture].
- Kroonenberg P.M. (6 December 2004), Analyse exploratoire longitudinale. Invited paper, presented at Journees d'Etude en Statistique.. Marseille, France. [lecture].
- Kroonenberg P.M. (22 April 2004), Applied multivariate data analysis. Power in the hands of the Humanists. NIAS Lecture, Netherlands Institute for Advanced Studies.. Wassenaar, The Netherlands. [lecture].
- Kroonenberg P.M., Basford K.E. & Gemperline P.G. (16 July 2004), Grouping three-mode data with mixture methods: The case of the diseased blue crabs. Paper presented at the International Meeting of the Biometric Society 2004. Cairns, Australia. [lecture].
- Kroonenberg P.M. (30 January 2004), Introduction into three-mode models. Lecture presented at the Department of Educational Psychology, Nagoya University.. Nagoya, Japan. [lecture].
- Kroonenberg P.M. (19 July 2004), Applications of three mode techniques: Overview, problems and prospects. Invited paper, presented at the Tensor decompositions workshop. American Institute of Mathematics.. Palo Alto, CA, USA. [lecture].
- Ellis R.N., Kroonenberg P.M., Harch B.D. & Basford K.E. (16 July 2004), Nonlinear principal component analysis: An alternative method for finding patterns in environmental data. International meeting of the Biometric Society. Cairns, Australia. [lecture].
- Kroonenberg P.M. (22 September 2003), An overview of model selection in three-mode analysis. Bijeenkomst van Gruppo di Classificazione e Analisi dei Dati (CLADAG 2003). Bologna, Italië. [lecture].
- Kroonenberg P.M., Dunn W.J. & Commandeur J.J.F. (25 July 2003), Concensus molecular alignment based on generalized Procrustes analysis. Conferentie "Three-mode Methods in Psychometrics and Chemometrics". Lexington, Kentucky. [lecture].
- Kroonenberg P.M. (7 July 2003), An empirical comparison between three methods of three-mode clustering. 13th International Meeting of the Psychometric Society (IMPS2003). Chia Laguna, Sardinia, Italy. [lecture].
- Kroonenberg P.M. & Anderson C.J. (30 June 2003), Empirical comparisons between additive and multiplicative models for three-way contingency tables. Conferentie: "Correspondence Analysis and Related Methods". Barcelona. [lecture].
- Kroonenberg P.M., Dunn W.J. & Commandeur J.J.F. (8 July 2003), Concensus molecular alignment based on generalized Procrustes analysis. IMPS2003. Cagliari, Italië. [lecture].
- Kroonenberg P.M. (22 July 2003), Introduction in multilinear methods: A showcase of examples. Conference on Three-mode methods in chemistry and psychology (TRICAP 2003). Lexington, KY, USA. [lecture].
- Kroonenberg P.M. (14 March 2002), Extensions of correspondence analysis to depending tables and three-mode tables. Gastcollege Department of Economics, Universidad Pompeu Fabra. Barcelona, Spanje. [lecture].
- Kroonenberg P.M. (4 June 2002), Two-mode and three-mode correspondence analysis. Meeting of the Australian Statistical Society, Queensland Branch. Brisbane, Queensland, Australia. [lecture].
- Kroonenberg P.M. & Röder I. (12 June 2002), Situational dependence of emotions and coping strategies in children with asthma. A three-mode component analysis. Third International Conference on Child & Adolescent Mental Health. Brisbane, Australia. [lecture].
- Kroonenberg P.M. (22 June 2002), Three-mode analysis in practice. Graduate course, Department of Psychology, University of Melbourne. Melbourne, Australia. [lecture].
- Kroonenberg P.M. (2 December 2002), Three-mode correspondence analysis. 4th Salamanca Statistical Seminar. Salamanca. [lecture].
- Kroonenberg P.M. (15 May 2001), Three-mode correspondence analysis: An illustrated exposé. Journées de Statistique. Nantes. [lecture].
- Kroonenberg P.M. (27 July 2001), Introduction to three-mode analysis. Voordracht Department of Psychology, Chiba University. Chiba. [lecture].
- Kroonenberg P.M. (22 June 2001), Examples of three-mode correspondence analysis. Meeting of the Psychometric Society. Valley Forge, Philadelphia. [lecture].
- Kroonenberg P.M. (1 August 2001), Introduction to three-mode analysis. Voordracht Deparment of Educational Psychology, University of Nagoya. Nagoya. [lecture].
- Kroonenberg P.M. (17 July 2001), Three-mode component analysis with missing data. International Meeting of the Psychometric Society. Osaka. [lecture].
- Kroonenberg P.M. (13 January 1999), One-day course on Three-mode analysis. Department of Mathematical Statistics, University of Stockholm. Stockholm. [lecture].
- Kroonenberg P.M. (10 August 1999), Three-mode analysis at work: A casebook. Meeting of the International Statistical Institute (ISI '99). Helsinki (Finland). [lecture].
- Büyükkurt K. & Kroonenberg P.M. (12 November 1999), Capturing perceptual heterogeneity at the individual and group level by three-mode components analysis. Concordia University. Montreal (Canada). [lecture].
- Kroonenberg P.M. & Oort F.J. (26 June 1999), Three-mode analysis of multimode covariance matrices. Annual Meeting of the Psychometric Society. Lawrence, Kansas (U.S.A.). [lecture].
- Kroonenberg P.M. (30 July 1999), Introduction to three-mode analysis. Department of Biostatistics, Rush-Presbyterian-St.Luke's Medical Center. Chicago. [lecture].
- Kroonenberg P.M. (10 August 1999), Three-mode data analysis at work: a casebook. Meeting of the International Statistical Institute (ISI'99). Helsinki. [lecture].
- Kiers H.A.L. & Kroonenberg P.M. (2 July 1999), Drieweganalyse voor promovendi. Three-day postgraduate course on Three-mode analysis. Groningen. [lecture].
- Meulman J.J., Heiser W.J. & Kroonenberg P.M. (19 January 1999), Applied multivariate data analysis. ISED graduate course, Faculty of Social Sciences, Leiden University. Leiden (The Netherlands). [lecture].
- Kroonenberg P.M. (13 January 1999), Three-mode analysis. One day course, Department of Mathematical Statistics, University of Stockholm. Stockholm (Sweden). [lecture].
- Kroonenberg P.M. (23 June 1998), Studying the diffusion of three-mode analysis in chemistry. Invited lecture at the Meeting of the 6th Conference of the International Federation of Classification Societies. Rome, Italy. [lecture].
- Kroonenberg P.M. (25 April 1998), Nonlinear principal component analysis. The case of the Australian peanuts. Spring Meeting of the Dutch/Flemish Classification Society (VOC). Wageningen, The Netherlands. [lecture].
- Kroonenberg P.M. (12 December 1998), Handling missing data in three-mode principal component analysis of genotype by environment by attribute data. Lezing voor de International Biometric Conference. Kaapstad, Zuid-Afrika. [lecture].
- Kroonenberg P.M. (8 July 1997), An introduction to three-mode analysis. Lezingencyclus. Istanbul. [lecture].
- Kroonenberg P.M. & Heiser W.J. (4 May 1997), Parallel factor analysis with constraints: Recent developments. TRICAP meeting on Three-way methods in chemistry and psychology. Lake Chelan, WA, USA. [lecture].
- Kroonenberg P.M. (12 May 1997), An interaction on interactions. Applied Statistics Seminar. Amherst, MA. [lecture].
- Kroonenberg P.M. & Heiser W.J. (4 May 1997), Parallel factor analysis with constraints: Recent developments. Three-way methods in chemistry and Psychology. TRICAP97. Lake Chelan, WA. [lecture].