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Prof.Dr. P.J.F. Groenen

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Patrick Groenen

Prof.Dr. P.J.F. Groenen

Professor of Statistics

Department of Econometrics

Erasmus School of Economics

Erasmus University Rotterdam

 

Personal website: http://people.few.eur.nl/groenen/


 

Profile

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Professional experience

Present position
Full Professor
University Erasmus University Rotterdam
School Erasmus School of Economics
Department Econometrics
   
Other position
Director of Doctoral Education
University Erasmus Research Institute in Management
School RSM/ESE
Department Erasmus University Rotterdam
Url http://www.erim.nl
Research_institute ERIM
City Rotterdam
Country Netherlands
   

Research

Patrick J.F. Groenen (1964) is Professor in Statistics at the Rotterdam School of Economics, Erasmus University Rotterdam. His work focuses on exploratory multivariate analysis, multidimensional scaling, and their numerical algorithms. He has published articles in several academic journals such as Journal of Marketing Research, Computational Statistics and Data Analysis, Psychological Methods, Psychometrika, Journal of Classification, British Journal of Mathematical and Statistical Psychology, and Journal of Empirical Finance. He coauthored a text book on multidimensional scaling published by Springer.

Econometrics
Role Member
 

Publications

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Key publications (10)
  • Beauchamp, J.P., Cesarini, D., Johannesson, M., Loos, M.J.H.M. van der, Koellinger, P.D., Groenen, P.J.F., Fowler, J.H., Rosenquist, J.N., Thurik, A.R. & Christakis, N.A. (2011). Molecular genetics and economics. Journal of Economic Perspectives, 25(4), 57-82.
  • Loos, M.J.H.M. van der, Koellinger, P.D., Groenen, P.J.F., Rietveld, C.A., Rivadeneira, F., Rooij, F.J.A. van, Uitterlinden, A.G., Hofman, A. & Thurik, A.R. (2011). Candidate gene studies and the quest for the entrepreneurial gene. Small Business Economics, 37(3), 269-275.
  • Borg, I, Groenen, P.J.F., Jehn, K.A., Bilsky, W. & Schwartz, S.H. (2011). Embedding the organizational culture profile into Schwartz?s theory of universals in values. Journal of Personnel Psychology, 10(1), 1-12.
  • Rosmalen, J.M. van, Herk, Hester van & Groenen, P.J.F. (2010). Identifying response styles: a latent-class bilinear multinomial logit model. Journal of Marketing Research, 47(1), 157-172.
  • Gower, J.C., Groenen, P.J.F. & Velden, M. van de (2010). Area biplots. Journal of Computational and Graphical Statistics, 19(1), 46-61.
  • Koellinger, P.D., Loos, M.J.H.M. van der, Groenen, P.J.F., Thurik, A.R., Rivadeneira, F., Rooij, F.J.A. van, Uitterlinden, A.G. & Hofman, A. (2010). Genome-wide assocation studies in economics and entrepreneurship research: promises and limitations. Small Business Economics, 35(1), 1-18.
  • Loos, M.J.H.M. van der, Koellinger, P.D., Groenen, P.J.F. & Thurik, A.R. (2010). Genome-wide association studies and the genetics of entrepreneurship. European Journal of Epidemiology, 25(1), 1-3.
  • Rosmalen, J.M. van, Koning, A.J. & Groenen, P.J.F. (2009). Optimal scaling of interaction effects in generalized linear modelling. Multivariate Behavioral Research, 44(1), 59-81.
  • Groenen, P.J.F., Nalbantov, G.I. & Bioch, J.C. (2008). SVM-Maj: a majorization approach to linear support vector machines with different hinge errors. Advances in Data Analysis and Classification, 2(1), 17-43.
  • Linting, M., Meulman, J.J., Groenen, P.J.F. & Kooij, A.J. van der (2007). Stability of Nonlinear Principal Components Analysis: An Empirical Study Using the Balanced Bootstrap. Psychological Methods, 12(3), 359-379.
Scholarly publications (117)
  • Cecere, S, Leroy, R, Groenen, P.J.F., Lesaffre, E.M.E.H. & Declerck, D (2012). Estimating Emergence Sequences of Permanent Teeth in Flemish Schoolchildren using Interval-Censored Biplots: a graphical display of tooth emergence sequences. Community Dentistry and Oral Epidemiology, 40(Suppl. 1), 50-56.
  • Exterkate, P., Dijk, D.J.C. van, Heij, C. & Groenen, P.J.F. (2012). Forecasting the yield curve in a data-rich environment using the factor-augmented Nelson-Siegel model. Journal of Forecasting, accepted.
  • Beauchamp, J.P., Cesarini, D., Johannesson, M., Loos, M.J.H.M. van der, Koellinger, P.D., Groenen, P.J.F., Fowler, J.H., Rosenquist, J.N., Thurik, A.R. & Christakis, N.A. (2011). Molecular genetics and economics. Journal of Economic Perspectives, 25(4), 57-82.
  • Heij, C., Dijk, D.J.C. van & Groenen, P.J.F. (2011). Forecasting with Leading Indicators by means of the Principal Covariate Index. (EI reprint reeksEI-1563 ). Rotterdam: Econometric Institute.
  • Loos, M.J.H.M. van der, Groenen, P.J.F., Hofman, A., Koellinger, P.D., Rivadeneira, F., Rooij, F.J.A. van, Thurik, A.R. & Uitterlinden, A.G. (2011). De genetica van ondernemerschap. Economisch-Statistische Berichten, 96(4609s), 30-36.
  • Heij, C., Dijk, D.J.C. van & Groenen, P.J.F. (2011). Real-Time Macroeconomic Forecasting with Leading Indicators: An Empirical Comparison. (EI reprint reeksEI-1555 ). Rotterdam: Econometric Institute.
  • Loos, M.J.H.M. van der, Koellinger, P.D., Groenen, P.J.F., Rietveld, C.A., Rivadeneira, F., Rooij, F.J.A. van, Uitterlinden, A.G., Hofman, A. & Thurik, A.R. (2011). Candidate gene studies and the quest for the entrepreneurial gene. Small Business Economics, 37(3), 269-275.
  • Velden, M. van de, Beuckelaer, A. de, Groenen, P.J.F. & Busing, F.M.T.A. (2011). Nonmetric unfolding of marketing data: degeneracy and stability. (ERIM Report Series2011-03-11 ). Rotterdam: ERIM.
  • Heij, C., Dijk, D.J.C. van & Groenen, P.J.F. (2011). Forecasting with leading indicators by means of the principal covariate index. Journal of Business Cycle Measurement and Analysis, 4(1), 73-92.
  • Heij, C., Dijk, D.J.C. van & Groenen, P.J.F. (2011). Real-time macroeconomic forecasting with leading indicators: An empirical comparison. International Journal of Forecasting, 27(2), 466-481.
  • Borg, I, Groenen, P.J.F., Jehn, K.A., Bilsky, W. & Schwartz, S.H. (2011). Embedding the organizational culture profile into Schwartz?s theory of universals in values. Journal of Personnel Psychology, 10(1), 1-12.
  • Tarakci, M., Ates, N.Y., Porck, J.P., van Knippenberg, D., Groenen, P.J.F. & Haas, M. de (2011). Testing and Visualizing Strategic Consensus within and between Teams. In ERIM Report Series.
  • Exterkate, P., Groenen, P.J.F., Heij, C. & Dijk, D.J.C. van (2011). Nonlinear forecasting with many predictors using kernel ridge regression. Rotterdam: Tinbergen Institute Discussion Paper TI 11-007.
  • Rosmalen, J.M. van, Herk, Hester van & Groenen, P.J.F. (2010). Identifying response styles: a latent-class bilinear multinomial logit model. Journal of Marketing Research, 47(1), 157-172.
  • Exterkate, P., Dijk, D.J.C. van, Heij, C. & Groenen, P.J.F. (2010). Forecasting the yield curve in a data-rich environment using the factor-augmented Nelson-Siegel model. (EI report serieEI 2010-06 ). 3000 DR Rotterdam: DEPARTMENT OF ECONOMETRICS.
  • Beauchamp, J.P., Cesarini, D., Loos, M.J.H.M. van der, Koellinger, P.D., Groenen, P.J.F., Fowler, J.H., Rosenquist, J.N., Thurik, A.R. & Christakis, N.A. (2010). A genome-wide association study of educational attainment. Cambridge, MA, USA: Harvard University.
  • Nalbantov, G.I., Franses, P.H.B.F., Groenen, P.J.F. & Bioch, J.C. (2010). Estimating the Market Share Attraction Model Using Support Vector Regressions. (EI reprint reeksEI-1551 ). Rotterdam: Econometric Institute.
  • Nalbantov, G.I., Franses, P.H.B.F., Groenen, P.J.F. & Bioch, J.C. (2010). Estimating the Market Share Attraction Model using Support Vector Regressions. Econometric Reviews, 29, 688-716.
  • Borg, I, Groenen, P.J.F., Jehn, K.A., Bilsky, W. & Schwartz, S.H. (2010). Embedding the organizational culture profile into Schwartz?s theory of universals in values. Journal of Personnel Psychology, in press.
  • Gower, J.C., Groenen, P.J.F., Velden, M. van de & Vines, K. (2010). Perceptual maps: The good, the bad and the ugly. (Report Serie Research in ManagementERS-2010-011-MKT ). 3000 DR Rotterdam: ERIM.
  • Gower, J.C., Groenen, P.J.F. & Velden, M. van de (2010). Area biplots. Journal of Computational and Graphical Statistics, 19(1), 46-61.
  • Rosmalen, J.M. van, Koning, A.J. & Groenen, P.J.F. (2010). Optimaal schalen van interactie-effecten. In A.E. Bronner et al., P. Dekker, E. de Leeuw, L.J. Paas, K. de Ruyter, A. Smidts & J.E. Wieringa (Eds.), Ontwikkelingen in het marktonderzoek: Jaarboek 2010 (pp. 177-193). Haarlem: Spaarenhout.
  • Borg, I, Groenen, P.J.F. & Mair, P. (2010). Multidimensionele Skaliering (Sozialwissenschaftliche Forschungsmethoden, Band 1). Muenchen: Rainer Hampp Verlag.
  • Loos, M.J.H.M. van der, Koellinger, P.D., Groenen, P.J.F. & Thurik, A.R. (2010). Genome-wide association studies and the genetics of entrepreneurship. (ERIM Report SeriesERS-2010-004-ORG ). 3000 DR Rotterdam: ERIM.
  • Koellinger, P.D., Loos, M.J.H.M. van der, Groenen, P.J.F., Thurik, A.R., Rivadeneira, F., Rooij, F.J.A. van, Uitterlinden, A.G. & Hofman, A. (2010). Genome-wide assocation studies in economics and entrepreneurship research: promises and limitations. Small Business Economics, 35(1), 1-18.
  • Loos, M.J.H.M. van der, Koellinger, P.D., Groenen, P.J.F. & Thurik, A.R. (2010). Genome-wide association studies and the genetics of entrepreneurship. European Journal of Epidemiology, 25(1), 1-3.
  • Rosmalen, J.M. van, Groenen, P.J.F., Trejos, J. & Castillo, W. (2009). Optimization strategies for two-mode partitioning. Journal of Classification, 26(2), 155-181.
  • Heij, C., Dijk, D.J.C. van & Groenen, P.J.F. (2009). Macroeconomic Forecasting with Real-Time Data: An Empirical Comparison. (EI report serieEI 2009-27 ). 3000 DR Rotterdam: DEPARTMENT OF ECONOMETRICS.
  • Velden, M. van de, Groenen, P.J.F. & Poblome, J. (2009). Seriation by constrained correspondence analysis: A simulation study. Computational Statistics and Data Analysis, 53(8), 3129-3138.
  • Kagie, M., Wezel, M.C. van & Groenen, P.J.F. (2009). An Empirical Comparison of Dissimilarity Measures for Recommender Systems. (Erim Report SeriesERS-2009-023-MKT ). 3000 DR Rotterdam: ERIM.
  • Kagie, M., Wezel, M.C. van & Groenen, P.J.F. (2009). Map Based Visualization of Product Catalogs. (ERIM Report SeriesERS-2009-010-MKT ). 3000 DR Rotterdam: ERIM.
  • Rosmalen, J.M. van, Koning, A.J. & Groenen, P.J.F. (2009). Optimal scaling of interaction effects in generalized linear modelling. Multivariate Behavioral Research, 44(1), 59-81.
  • Heij, C., Dijk, D.J.C. van & Groenen, P.J.F. (2009). Macroeconomic forecasting with matched principal components. (EI reprint reeksEI-1499 ). 3000 DR Rotterdam: DEPARTMENT OF ECONOMETRICS.
  • Kagie, M., Wezel, M.C. van & Groenen, P.J.F. (2009). Determination of Attribute Weights for Recommender Systems Based on Product Popularity. (Erim Report SeriesERS-2009-022-MKT ). 3000 DR Rotterdam: ERIM.
  • Blasius, J., Greenarcre, M., Groenen, P.J.F. & Velden, M. van de (2009). Special issue on correspondence analysis and related methods. Computational Statistics and Data Analysis, 53, 3103-3106.
  • Heij, C., Dijk, D.J.C. van & Groenen, P.J.F. (2008). Macroeconomic forecasting with matched principal components. International Journal of Forecasting, 24(1), 87-100.
  • Groenen, P.J.F., Nalbantov, G.I. & Bioch, J.C. (2008). SVM-Maj: a majorization approach to linear support vector machines with different hinge errors. Advances in Data Analysis and Classification, 2(1), 17-43.
  • Kagie, M., Wezel, M.C. van & Groenen, P.J.F. (2008). Choosing Attribute Weights for Item Dissimilarity using Clickstream Data with an Application to a Product Catalog Map. (ERIM Report SeriesERS-2008-024-MKT ). 3000 DR Rotterdam: ERIM.
  • Kagie, M., Wezel, M.C. van & Groenen, P.J.F. (2008). An Online Shopping Interface Based on a Joint Product and Attribute Category Map. In Proceedings of 1st IUI Workshop on Recommendation and Collaboration ReColl 2008.
  • Kagie, M., Wezel, M.C. van & Groenen, P.J.F. (2008). Choosing Attribute Weights for Item Dissimilarity using Clickstream Data with an Application to a Product Catalog Map. In Proceedings of the 2nd ACM International Conference on Recommender Systems (pp. 195-202). New York: ACM Press.
  • Groenen, P.J.F., Hofman, A., Koellinger, P.D., Loos, M.J.H.M. van der, Rivadeneira, F., Rooij, F.J.A. van, Thurik, A.R. & Uitterlinden, A.G. (2008). Genome-wide association for loci influencing entrepreneurial behavior: The Rotterdam Study. Behavior Genetics, 38, 628-629.
  • Kagie, M., Wezel, M.C. van & Groenen, P.J.F. (2008). A graphical shopping interface based on product attributes. Decision Support Systems, 46(1), 265-276.
  • Groenen, P.J.F. & Winsberg, S. (2008). 3WaySym-Scal: Three-way symbolic multidimensional scaling. In P. Brito, P. Betrand, G. Cucumel & F. de Carvalho (Eds.), Selected Contributions in Data Analysis and Classification (pp. 55-67). Berlin: Springer.
  • Kagie, M., Groenen, P.J.F. & Wezel, M.C. van (2007). A graphical shopping interface based on product characteristics. In V. Oria, A. Elmagarmid, F. Lochovsky & Y. Saygin (Eds.), Proceedings of the 23rd International Conference on Data Engineering Workshops (pp. 791-800). Los Alamitos, CA: IEEE Computer Society.
  • Nalbantov, G.I., Franses, P.H.B.F., Groenen, P.J.F. & Bioch, J.C. (2007). Estimating the market share attraction model using support vector regressions. (Econometric Institute ReportEI 2007-06 ). 3000 DR Rotterdam: Econometrics.
  • Kagie, M., Wezel, M.C. van & Groenen, P.J.F. (2007). A graphical shopping interface based on product attributes. (Econometric Institute ReportEI 2007-02 ). 3000 DR Rotterdam: Econometrics.
  • Geweke, J.F., Groenen, P.J.F., Paap, R. & Dijk, H.K. van (2007). Computational techniques for applied econometric analysis of macroeconomic and financial processes. Computational Statistics and Data Analysis, 51(7), 3506-3507.
  • Heij, C., Groenen, P.J.F. & Dijk, D.J.C. van (2007). Forecast comparison of principal component regression and principal covariate regression. Computational Statistics and Data Analysis, 51(7), 3612-3625.
  • Geweke, J.F., Groenen, P.J.F., Paap, R. & Dijk, H.K. van (2007). Computational techniques for applied econometric analysis of macroeconomic and financial processes. (Econometric Institute ReprintEI-1437 ). 3000 DR Rotterdam: Econometrics.
  • Heij, C., Groenen, P.J.F. & Dijk, D.J.C. van (2007). Forecast comparison of principal component regression and principal covariate regression. (Econometric Institute ReprintEI-1498 ). 3000 DR Rotterdam: Econometrics.
  • Kagie, M., Wezel, M.C. van & Groenen, P.J.F. (2007). Online shopping using a two dimensional product map. In G. Psaila & R. Wagner (Eds.), E-Commerce and Web Technologies Vol. 4655. Lecture Notes in Computer Science (pp. 89-98). Berlin: Springer.
  • Kagie, M., Wezel, M.C. van & Groenen, P.J.F. (2007). A graphical shopping interface based on product attributes. In M. Somereen, S. Katrenko & P. Adriaans (Eds.), Proceedings of Benelearn 2007 (pp. 45-52). Amsterdam/Netherlands.
  • Heij, C., Dijk, D.J.C. van & Groenen, P.J.F. (2007). Improved forecasting with leading indicators: the principal covariate index. (Econometric Institute ReportEI 2007-23 ). 3000 DR Rotterdam: Econometrics.
  • Groenen, P.J.F., Kaymak, U. & Rosmalen, J.M. van (2007). Fuzzy clustering with Minkowski distance functions. In J Valente de Oliveira & W Pedrycz (Eds.), Advances in fuzzy clustering and its applications (pp. 53-68). Chicester: Wiley.
  • Groenen, P.J.F., Nalbantov, G.I. & Bioch, J.C. (2007). Nonlinear support vector machines through iterative majorization and I-splines. In R. Decker & H-J. Lenz (Eds.), Advances in Data Analysis, Proceedings of the Geselschaft fur Klassification (pp. 149-162). Berlin: Springer.
  • Linting, M., Meulman, J.J., Groenen, P.J.F. & Kooij, A.J. van der (2007). Nonlinear Principal Components Analysis: Introduction and Application. Psychological Methods, 12(3), 336-358.
  • Linting, M., Meulman, J.J., Groenen, P.J.F. & Kooij, A.J. van der (2007). Stability of Nonlinear Principal Components Analysis: An Empirical Study Using the Balanced Bootstrap. Psychological Methods, 12(3), 359-379.
  • Linting, M., Meulman, J.J., Groenen, P.J.F. & Kooij, A.J. van der (2007). Nonlinear principal components analysis: introduction and application. (Econometric ReprintEI-1463 ). 3000 DR Rotterdam: Econometrics.
  • Linting, M., Meulman, J.J., Groenen, P.J.F. & Kooij, A.J. van der (2007). Stability of nonlinear principal components analysis: an empirical study using the balanced bootstrap. (Econometric ReprintEI-1462 ). 3000 DR Rotterdam: Econometrics.
  • Velden, M. van de, Groenen, P.J.F. & Poblome, J. (2007). Seriation by constrained correspondence analysis: a simulation study. (Econometric Institute ReportEI 2007-40 ). 3000 DR Rotterdam: Econometrics.
  • Rosmalen, J.M. van, Herk, H & Groenen, P.J.F. (2007). Identifying unknown response styles: a latent-class bilinear multinomial logit model. (ERIM report series research in managementERS 2007-045-MKT ). 3000 DR Rotterdam: ERIM.
  • Gower, J.C., Groenen, P.J.F. & Velden, M. van de (2007). Area Biplots. (EI report serieEI 2007-48 ). 3000 DR Rotterdam: Econometrics.
  • Groenen, P.J.F., Nalbantov, G.I. & Bioch, J.C. (2007). SVM-Maj: a majorization approach to linear support vector machines with different hinge errors. (EI report serieEI 2007-49 ). 3000 DR Rotterdam: Econometrics.
  • Rosmalen, J.M. van, Koning, A.J. & Groenen, P.J.F. (2007). Optimal scaling of interaction effects in generalized linear models. (EI report serieEI 2007-44 ). 3000 DR Rotterdam: Econometrics.
  • Heij, C., Dijk, D.J.C. van & Groenen, P.J.F. (2006). Improved construction of diffusion indexes for macroeconomic forecasting. (Econometric Institute ReportEI 2006-03 ). 3000 DR Rotterdam: Econometrics.
  • Groenen, P.J.F. & Winsberg, S. (2006). 3WaySym-Scal: three-way symbolic multidimensional scaling. (Econometric Institute ReportEI 2006-49 ). 3000 DR Rotterdam: Econometrics.
  • Groenen, P.J.F., Winsberg, S., Rodriguez, O. & Diday, E. (2006). I-scal: multidimensional scaling of interval dissimilarities. Computational Statistics and Data Analysis, 51, 360-378.
  • Groenen, P.J.F., Nalbantov, G.I. & Bioch, J.C. (2006). Nonlinear support vector machines through iterative majorization and I-splines. (Econometric Institute ReportEI 2006-25 ). 3000 DR Rotterdam: Econometrics.
  • Groenen, P.J.F. & Lans, I.A. van der (2006). Multidimensional scaling with regional restrictions for facet theory: an application to Levi's political protest data. (ERIM report series research in managementERS-2006-057-MKT ). 3000 DR Rotterdam: ERIM.
  • Groenen, P.J.F. & Ark, A. van (2006). Visions of 70 years of psychometrics: the past, present, and future. Statistica Neerlandica, 60(2), 135-144.
  • Franses, P.H.B.F., Groenen, P.J.F. & Wagelmans, A.P.M. (2006). Editorial introduction, special issue: 50 years of Econometric Institute and 60 years of Statistica Neerlandica. Statistica Neerlandica, 60(2), 79-79.
  • Barlow, J.L., Groenen, P.J.F., Park, H. & Zha, H. (2006). 2nd special issue on matrix computations and statistics. Computational Statistics and Data Analysis, 50(1), 1-4.
  • Groenen, P.J.F., Kaymak, U. & Rosmalen, J.M. van (2006). Fuzzy clustering with Minkowski distance functions. (Econometric Institute ReportEI 2006-24 ). 3000 DR Rotterdam: Econometrics.
  • Nalbantov, G.I., Bioch, J.C. & Groenen, P.J.F. (2006). Solving and interpreting binary classification problems in marketing with SVMs. In M. Spiliopoulou, R. Kruse, C. Borgelt, A. Nurnberger & W. Gaul (Eds.), From data and information analysis to knowledge engineering. (pp. 566-573).
  • Groenen, P.J.F. (2006). Visions of 70 years of psychometrics: the past, present, and future. (Econometric Institute ReprintEI-1403 ). 3000 DR Rotterdam: Econometrics.
  • Groenen, P.J.F. & Winsburg, S. (2006). Multidimensional scaling of histogram dissimilarities. In V. Batagelj, H.-H. Bock, A. Ferligoj & A. Ziberna (Eds.), Data science and classification (pp. 161-170). Berlin: Springer.
  • Kiers, H.A.L. & Groenen, P.J.F. (2006). Visualizing dependence of bootstrap confidence intervals for methods yielding spatial configurations. In S. Zani, A. Cerioli, M. Riani & M. Vichi (Eds.), Data analysis, classification and the forward search. (pp. 119-126). Berlin: Springer.
  • Groenen, P.J.F. & Koning, A.J. (2006). A new model for visualizing interactions in analysis of variance. In M. Greenacre & J. Blasius (Eds.), Multiple correspondence analysis and related methods. (pp. 487-502). London: Chapman & Hall.
  • Heij, C., Groenen, P.J.F. & Dijk, D.J.C. van (2006). Time series forecasting by principal covariate regression. (Econometric Institute ReportEI 2006-37 ). 3000 DR Rotterdam: Econometrics.
  • Nalbantov, G.I., Bioch, J.C. & Groenen, P.J.F. (2006). Classification with support hyperplanes. (Econometric Institute ReportEI 2006-42 ). 3000 DR Rotterdam: Econometrics.
  • Nalbantov, G.I., Bioch, J.C. & Groenen, P.J.F. (2006). Classification with support hyperplanes. In J. Furnkranz, T. Scheffer & M. Spiliopoulou (Eds.), MACHINE LEARNING: ECML 2006, PROCEEDINGS Lecture Notes in Computer Science (pp. 703-710). Berlin/Heidelberg: Springer.
  • Busing, F.M.T.A., Groenen, P.J.F. & Heiser, W.J. (2005). Avoiding degeneracy in multidimensional unfolding by penalizing on the coefficient of variation. (Econometric Institute Reprint serieEI-1390 ). 3000 DR Rotterdam: Econometrics.
  • Deun, K. van, Groenen, P.J.F., Heiser, W.J., Busing, F.M.T.A. & Delbeke, L. (2005). Interpreting degenerate solutions in unfolding by use of the vector model and the compensatory distance model. (Econometric Institute Reprint serieEI-1389 ). 3000 DR Rotterdam: Econometrics.
  • Deun, K. van & Groenen, P.J.F. (2005). Majorization algorithms for inspecting circles, ellipses, squares, rectangles and rhombi. (Econometric Institute Reprint serieEI-1388 ). 3000 DR Rotterdam: Econometrics.
  • Pietersz, R. & Groenen, P.J.F. (2005). Rank reduction of correlation matrices by majorization. (Econometric Institute Reprint serieEI-1363 ). 3000 DR Rotterdam: Econometrics.
  • Groenen, P.J.F., Giaquinto, P. & Kiers, H.A.L. (2005). An improved majorization algorithm for robust procrustes analysis. (Econometric Institute Reprint serieEI-1355 ). 3000 DR Rotterdam: Econometrics.
  • Velden, M. van de, Groenen, P.J.F. & Poblome, J. (2005). Seriation mit bedingter Korrespondenzanalyse: Simulationsexperimente. (Econometric Institute Reprint SerieEI-1344 ). 3000 DR Rotterdam: Econometrics.
  • Groenen, P.J.F. & Koning, A.J. (2005). Generalized bi-additive modelling for categorical data. (Econometric Institute Reprint serieEI-1354 ). 3000 DR Rotterdam: Econometrics.
  • Deun, K. van, Groenen, P.J.F. & Delbeke, L. (2005). VIPSCAL: A combined vector ideal point model for preference data. (Econometric Institute Report SerieEI2005-03 ). 3000 DR Rotterdam: Econometrics.
  • Groenen, P.J.F. & Velden, M. van de (2005). Multidimensional Scaling. In B.S. Everitt & D.C. Howel (Eds.), Encyclopedia of Statistics in Behavioral Sciences Vol. 2. Encyclopedia of Statistics in Behavioral Sciences (pp. 1280-1289).
  • Borg, I & Groenen, P.J.F. (2005). Modern multidimensional scaling: Theory and applications (Springer Series in Statistics, 22). New York: Springer.
  • Groenen, P.J.F. & Koning, A.J. (2005). Generalized bi-additive modelling for categorical data. In M. Vichi, P. Monari, S. Mignani & M. Montanari (Eds.), New development in classification and data analysis (pp. 159-166). Heidelberg: Springer.
  • Nalbantov, G.I., Bioch, J.C. & Groenen, P.J.F. (2005). Solving and interpreting binary classification problems in marketing with SVMs. (Econometric Institute Report SerieEI 2005-46 ). 3000 DR Rotterdam: Econometrics.
  • Rosmalen, J.M. van, Groenen, P.J.F., Trejos, J. & Castillo, W. (2005). Global optimization strategies for two-mode clustering. (Econometric Institute Report SerieEI 2005-33 ). 3000 DR Rotterdam: Econometrics.
  • Heij, C., Groenen, P.J.F. & Dijk, D.J.C. van (2005). Forecast comparison of principal component regression and principal covariate regression. (Econometric Institute Report SerieEI 2005-28 ). 3000 DR Rotterdam: Econometrics.
  • Groenen, P.J.F., Winsberg, S., Rodriguez, O. & Diday, E. (2005). SymScal: symbolic multidimensional scaling of interval dissimilarities. (Econometric Institute Report SerieEI 2005-15 ). 3000 DR Rotterdam: Econometrics.
  • Deun, K. van & Groenen, P.J.F. (2005). Majorization algorithms for inspecting circles, ellipses, squares, rectangles, and rhombi. Operations Research, 53(6), 957-967.
  • Busing, F.M.T.A., Groenen, P.J.F. & Heiser, W.J. (2005). Avoiding degeneracy in multidimensional unfolding by penalizing on the coefficient of variation. Psychometrika, 70(1), 71-98.
  • Deun, K. van, Groenen, P.J.F., Heiser, W.J., Busing, F.M.T.A. & Delbeke, L. (2005). Interpreting degenerate solutions in unfolding by use of the vector model and the compensatory distance model. Psychometrika, 70(1), 45-69.
  • Groenen, P.J.F., Giaquinto, P. & Kiers, H.A.L. (2005). An improved majorization algorithm for robust procrustes analysis. In M. Vichi, P. Monari, S. Mignani & A. Montanari (Eds.), New Delelopments in Classification and Data Analysis New Developments in Classification and Data Analysis (pp. 151-158). Bologna: Springer-Verlag.
  • Groenen, P.J.F. & Koning, A.J. (2004). Generalized Bi-additive modelling for categorical data. (Econometric InstituteEI 2004-05 ). : .
  • Pietersz, R. & Groenen, P.J.F. (2004). Rank reduction of correlation matrices by majorization. (Econometric InstituteEI 2004-11 ). : .
  • Groenen, P.J.F. & Velden, M. van de (2004). Multidimensional scaling. (Econometric InstituteEI 2004-15 ). : .
  • Groenen, P.J.F. & Velden, M. van de (2004). Inverse correspondence analysis. Linear Algebra and its Applications, 388, 221-238.
  • Pietersz, R. & Groenen, P.J.F. (2004). Rank reduction of correlation matrices by majorization. Quantitative Finance, 4(6), 649-662.
  • Groenen, P.J.F. & Meulman, J.J. (2004). A comparison of the ratio of variances in distance-based and classical multivariate analysis. Statistica Neerlandica, 58(4), 428-439.
  • Groenen, P.J.F. (2004). Visualisatie met dynamische meerdimensionele schaling. Ontwikkelingen in het Marktonderzoek / Jaarboek MOA, 2004, 183-195.
  • Groenen, P.J.F. & Koning, A.J. (2004). A new model for visualizing interactions in analysis of variance. (Econometric InstituteEI 2004-06 ). : .
  • Groenen, P.J.F., Giaquinto, P. & Kiers, H.A.L. (2003). Weighted majorization algoritms for weighted least squares decomposition models. (Econometric InstituteEI 2003-09 ). : .
  • Deun, K. van & Groenen, P.J.F. (2003). Majorization algorithms for inspecting circles, ellipses, squares, rectangles, and rhombi. (Econometric InstituteEI 2003-35 ). : .
  • Velden, M. van de, Groenen, P.J.F. & Poblome, J. (2003). Seriation met bedingter Korrespondenzanalyse: Simulationsexperimente. Archaologische informationen, 26, 449-455.
  • Groenen, P.J.F. (2003). Dynamische meerdimensionele schaling: Statistiek op de kaart. (Inaugural Addresses Research in Management Series15-MKT ). : .
  • Groenen, P.J.F. & Velden, M. van de (2002). Inverse correspondence analysis. (Econometric InstituteEI 2002-31 ). : .
  • Poblome, J. & Groenen, P.J.F. (2002). Constrained correspondence analysis for seriation of Sagalassos tablewares. In M. Doerr & A. Sarris (Eds.), Proceedings of the 30th Conference : Computer Applications and Quantitative Methods in Archaeology (pp. 90-97). Heraklion, Crete: CAA 2002.
  • Groenen, P.J.F. & Poblome, J. (2001). Constrained correspondence analysis for seriation in archaeology applied to Sagalassos ceramic tablewares. In M. Schwaiger & O. Opitz (Eds.), Proceedings of the 25th Annual Conference of the Gesellschaft für Klassifikation e.V., University of Munich, March 16-16, 2001 - Exploratory Data Analysis in Empirical Research (pp. 301-306). Berlin/ Heidelberg/ New York: Springer-Verlag.
  • Groenen, P.J.F. & Jajuga, K. (2001). Fuzzy clustering with squared Minkowski distances. Fuzzy Sets & Systems, 120(2), 227-237.
  • Groenen, P.J.F. & Franses, P.H.B.F. (2000). Visualizing time-varying correlations across stock market. Journal of Empirical Finance, 7, 155-172.
Professional publications (3)
  • Groenen, P.J.F., Hofman, A., Koellinger, P.D., Van der Loos, M., Rivadeneira, F., Thurik, A.R., Van Rooij, F. & Uitterlinden, A. (2008). Genome-wide association for loci influencing entrepreneurial behavior: the Rotterdam study. Behavior Genetics, 38, 628-629.
  • Pietersz, R. & Groenen, P.J.F. (2004). A major Libor fit. Risk. Currencies, Interest Rates, Equities, 17(12), 102.
  • Groenen, P.J.F. & Stappers, J. (2003). Dynamische meerdimensionele schaling. Stator, 4(2), 4-10.
Semi scientific publications (1)
  • Nalbantov, G.I., Bioch, J.C. & Groenen, P.J.F. (2005). Support vector regression basics. (Medium Econometrische Toepassingen (MET)13 (1) ). 3000 DR Rotterdam: Econometrics.
Other output (2)
  • Porck, J.P. & Groenen, P.J.F. (2011). Measuring Strategic Consensus Between Groups. Prebem Conference, Rotterdam (2011, september 8 - 2011): .
  • Ates, N.Y., Porck, J.P., van Knippenberg, D. & Groenen, P.J.F. (2011). How Middle Managers Get Subordinates on Board? The Moderating Role of Strategic Alignment with CEO.