Prof. dr. P.J.F. (Patrick) Groenen

Patrick Groenen
Full Professor
Erasmus School of Economics (ESE)
Erasmus University Rotterdam
Fellow ERIM
Field: Marketing
Affiliated since 2002

Patrick J.F. Groenen is a professor of statistics at the Erasmus School of Economics (ESE).

Professor Groenen's work focuses on a range of issues relating to exploratory multivariate analysis and multidimensional scaling and their numerical algorithms.

He is the co-author of a textbook on multidimensional scaling published by Springer and has published articles in the top peer-reviewed journals including, among others, the Journal of Marketing Research, Computational Statistics and Data Analysis, Psychological Methods, Psychometrika, the Journal of Classification, the British Journal of Mathematical and Statistical Psychology, and the Journal of Empirical Finance.

Work in Progress (2)

  • M. Tenenhaus, A. Tenenhaus & P.J.F. Groenen (2015). Regularized Consensus PCA. (Extern rapport). : arXiv
  • C.A. Rietveld, P.J.F. Groenen, P.D. Koellinger, M. Van der Loos & R. Thurik (2013). Living forever: entrepreneurial overconfidence at older ages. (Preprints). : ERIM Report Series Research in Management

Publications (94)

Key Publications (15)

Articles (82)

  • H. van Herk, P.C. Schoonees, P.J.F. Groenen & J.M. van Rosmalen (2018). Competing for the same value segments? Insight into the volatile Dutch political landscape. PLoS One (online), 13 (1):e0190598. doi: http://dx.doi.org/10.1371/journal.pone.0190598
  • R. de Vlaming, A. Okbay, C.A. Rietveld, M. Johannesson, P. Magnusson, A.G. Uitterlinden, F.J.A. van Rooij, A. Hofman, P.J.F. Groenen, R. Thurik & P.D. Koellinger (2017). Meta-GWAS Accuracy and Power (MetaGAP) calculator shows that hiding heritability is partially due to imperfect genetic correlations across studies. PLoS Genetics (online), 13 (1):e1006495. doi: http://dx.doi.org/10.1371/journal.pgen.1006495[go to publisher's site]
  • M. Tenenhaus, A. Tenenhaus & P.J.F. Groenen (2017). Regularized Generalized Canonical Correlation Analysis: A Framework for Sequential Multiblock Component Methods. Psychometrika, 82 (3), 737-777. doi: http://dx.doi.org/10.1007/s11336-017-9573-x[go to publisher's site]
  • E.A.W. Slob, P.J.F. Groenen, A.R. Thurik & C.A. Rietveld (2017). A Note on the Use of Egger Regression in Mendelian Randomization Studies. International Journal of Epidemiology, 46 (6), 2094-2097. doi: http://dx.doi.org/10.1093/ije/dyx191[go to publisher's site]
  • P. Exterkate, P.J.F. Groenen, C. Heij & D.J.C. van Dijk (2016). Nonlinear forecasting with many predictors using kernel ridge regression. International Journal of Forecasting, 32 (3), 736-753. doi: http://dx.doi.org/10.1016/j.ijforecast.2015.11.017
  • M. Tarakci, L.L. Greer & P.J.F. Groenen (2016). When does power disparity help or hurt group performance? Journal of Applied Psychology, 101 (3), 415-429. doi: http://dx.doi.org/10.1037/apl0000056
  • M. Greenacre & P.J.F. Groenen (2016). Weighted Euclidean Biplots. Journal of Classification, 33, 442-459. doi: 10.1007/s00357-016-9213-7
  • A. Okbay, J.P. Beauchamp, M.A. Fontana, J. Lee, T. Pers, C.A. Rietveld, P. Turley, G. Chen, V. Emilsson, S. Meddens, S. Oskarsson, J.K. Pickrell, K. Thom, P. Timshel, R. de Vlaming, A. Abdellaoui, T. Ahluwalia, J. Bacelis, C. Baumbach, G. Bjornsdottir, J.H. Brandsma, M. Concas, J. Derringer, N. Furlotte, T. Galesloot, G. Girotto, R. Gupta, L. Hall, S. Harris, E. Hofer, M. Horikoshi, J. Huffman, K. Kaasik, I. Kalafati, R. Karlsson, A. Kong, J. Lahti, S.J. van der Lee, C. de Leeuw, P. Lind, K. Lindgren, T. Liu, M. Mangino, J. Marten, E. Mihailov, M. Miller, P. van der Most, C. Oldmeadow, A. Payton, N. Pervjakova, W. Peyrot, Y. Qian, O. Raitakari, R. Rueedi, E. Salvi, B. Schmidt, K. Schraut, J. Shi, A. Smith, R.A. Poot, B. St Pourcain, A. Teumer, G. Thorleifsson, N. Verweij, D. Vuckovic, J. Wellmann, H. Westra, J. Yang, W. Zhao, Z. Zhu, B.Z. Alizadeh, N. Amin, A. Bakshi, S. Baumeister, G. Biino, K. Bonnelykke, P. Boyle, H. Campbell, F.P. Cappuccio, G. Davies, J. De Neve, P. Deloukas, I. Demuth, J. Ding, P. Eibich, L. Eisele, N. Eklund, D. Evans, J. Faul, M. Feitosa, A. Forstner, I. Gandin, B. Gunnarsson, B. Halldorsson, T.B. Harris, A. Heath, L. Hocking, E. Holliday, G. Homuth, M. Horan, J. Hottenga, P. De Jager, P. Joshi, A. Jugessur, M. Kaakinen, M. Kahonen, S. Kanoni, L. Keltigangas-Jarvinen, L.A.L.M. Kiemeney, I. Kolcic, S. Koskinen, A. Kraja, M. Kroh, Z. Kutalik, A. Latvala, L. Launer, M. Lebreton, D. Levinson, P. Lichtenstein, P. Lichtner, D. Liewald, A. Loukola, P. Madden, R. Magi, T. Maki-Opas, R. Marioni, P. Marques-Vidal, G. Meddens, G. McMahon, C. Meisinger, T. Meitinger, Y. Milaneschi, L. Milani, G. Montgomery, R. Myhre, C. Nelson, D. Nyholt, W. Ollier, A. Palotie, L. Paternoster, N. Pedersen, K. Petrovic, D.J. Porteous, K. Raikkonen, S. Ring, A. Robino, O. Rostapshova, I. Rudan, A. Rustichini, V. Salomaa, A. Sanders, A. Sarin, H. Schmidt, R.J. Scott, B. Smith, J. Smith, J. Staessen, E. Steinhagen-Thiessen, K. Strauch, A. Terracciano, M. Tobin, S. Ulivi, S. Vaccargiu, L. Quaye, F.J.A. van Rooij, C. Venturini, A. Vinkhuyzen, U. Volker, H. Volzke, J. Vonk, D. Vozzi, J. Waage, E. Ware, G. Willemsen, J. Attia, D. Bennett, K. Berger, L. Bertram, H. Bisgaard, D.I. Boomsma, I. Borecki, U. Bultmann, C.F. Chabris, F. Cucca, D. Cusi, I. Deary, G. Dedoussis, C.M. van Duijn, J. Eriksson, B. Franke, L. Franke, P. Gasparini, P. Gejman, C. Gieger, H. Grabe, J. Gratten, P.J.F. Groenen, V. Gudnason, P. van der Harst, C. Hayward, D. Hinds, W. Hoffmann, E. Hyppnen, W. Iacono, B. Jacobsson, M. Jarvelin, K. Jockel, J. Kaprio, S. Kardia, T. Lehtimaki, S. Lehrer, P. Magnusson, N. Martin, M. McGue, A. Metspalu, N. Pendleton, B. Penninx, M. Perola, N. Pirastu, M. Pirastu, O. Polasek, D. Posthuma, C. Power, M. Province, N. Samani, D. Schlessinger, R. Schmidt, T.I.A. Sorensen, T.D. Spector, K. Stefansson, U. Thorsteinsdottir, A.R. Thurik, N. Timpson, H.W. Tiemeier, J. Tung, A.G. Uitterlinden, V. Vitart, P. Vollenweider, D. Weir, J. Wilson, A. Wright, D. Conley, R. Krueger, G.D. Smith, A. Hofman, D.I. Laibson, S. Medland, M. Meyer, J. Yang, M. Johannesson, P.M. Visscher, T. Esko, P.D. Koellinger, D. Cesarini & D.J. Benjamin (2016). Genome-wide association study identifies 74 loci associated with educational attainment. Nature, 533 (7604), 539-542. doi: http://dx.doi.org/10.1038/nature17671
  • N. Barban, R. Jansen, R. de Vlaming, A. Vaez, J.J. Mandemakers, F.C. Tropf, X. Shen, J. Wilson, D. Chasman, I.M. Nolte, V. Tragante, S. van der Laan, J. Perry, A. Kong, T. Ahluwalia, E. Albrecht, L. Yerges-Armstrong, G. Atzmon, K. Auro, K. Ayers, A. Bakshi, D. Ben-Avraham, K. Berger, A. Bergman, L. Bertram, L. Bielak, G. Bjornsdottir, M. Bonder, L. Broer, M. Bui, C. Barbieri, A. Cavadino, J. Chavarro, C. Turman, M. Concas, H. Cordell, G. Davies, P. Eibich, N. Eriksson, T. Esko, J. Eriksson, F. Falahi, J.F. Felix, M.A. Fontana, L. Franke, I. Gandin, A. Gaskins, C. Gieger, E. Gunderson, X. Guo, C. Hayward, C. He, E. Hofer, H. Huang, P. Joshi, S. Kanoni, R. Karlsson, S. Kiechl, A. Kifley, A. Kluttig, P. Kraft, V. Lagou, C. Lecoeur, J. Lahti, R. Li-Gao, P. Lind, T. Liu, E. Makalic, C. Mamasoula, L. Matteson, H. Mbarek, P. McArdle, G. McMahon, S. Meddens, E. Mihailov, M. Miller, S. Missmer, C. Monnereau, P. van der Most, R. Myhre, M. Nalls, T. Nutile, I. Kalafati, E. Porcu, I. Prokopenko, K. Rajan, J. Rich-Edwards, C.A. Rietveld, A. Robino, L. Rose, R. Rueedi, K. Ryan, Y. Saba, D. Schmidt, J. Smith, L. Stolk, E. Streeten, A. Tonjes, G. Thorleifsson, S. Ulivi, J. Wedenoja, J. Wellmann, P. Willeit, J. Yao, L. Yengo, J. Zhao, W. Zhao, D. Zhernakova, N. Amin, H. Andrews, B. Balkau, N. Barzilai, S. Bergmann, G. Biino, H. Bisgaard, K. Bonnelykke, D.I. Boomsma, J. Buring, H. Campbell, S. Cappellani, M. Ciullo, S. Cox, F. Cucca, D. Toniolo, G. Davey-Smith, I. Deary, G. Dedoussis, P. Deloukas, C.M. van Duijn, E.J.C. de Geus, J. Eriksson, D. Evans, J. Faul, C. Sala, P. Froguel, P. Gasparini, G. Girotto, H. Grabe, K.H. Greiser, P.J.F. Groenen, H. de Haan, J. Haerting, T.B. Harris, A. Heath, K. Heikkila, A. Hofman, G. Homuth, E. Holliday, J. Hopper, E. Hypponen, B. Jacobsson, V.W.V.K. Jaddoe, M. Johannesson, M. Kahonen, E. Kajantie, S. Kardia, B. Keavney, I. Kolcic, P. Koponen, P. Kovacs, F. Kronenberg, Z. Kutalik, M. La Bianca, G. Lachance, W. Iacono, S. Lai, T. Lehtimaki, D. Liewald, C. Lindgren, Y. Liu, R. Luben, M. Lucht, R. Luoto, P. Magnus, P. Magnusson, N. Martin, M. McGue, R. McQuillan, S. Medland, C. Meisinger, D. Mellstrom, A. Metspalu, M. Traglia, L. Milani, P. Mitchell, G. Montgomery, D. Mook-Kanamori, R. de Mutsert, E. Nohr, C. Ohlsson, P. Olsen, K. Ong, L. Paternoster, A. Pattie, B. Penninx, M. Perola, P. Peyser, M. Pirastu, O. Polasek, C. Power, J. Kaprio, L. Raffel, K. Raikkonen, O. Raitakari, P.M. Ridker, S. Ring, K. Roll, I. Rudan, D. Ruggiero, D. Rujescu, V. Salomaa, D. Schlessinger, H. Schmidt, R. Schmidt, N. Schupf, J. Smit, R. Sorice, T.D. Spector, J. Starr, D. Stockl, K. Strauch, M. Stumvoll, M. Swertz, U. Thorsteinsdottir, A. Thurik, N. Timpson, J. Tung, A.G. Uitterlinden, S. Vaccargiu, J. Viikari, V. Vitart, H. Volzke, P. Vollenweider, D. Vuckovic, J. Waage, G. Wagner, J.J. Wang, N. Wareham, D. Weir, G. Willemsen, J. Willeit, A. Wright, K. Zondervan, K. Stefansson, R. Krueger, J. Lee, D.J. Benjamin, D. Cesarini, P. Koellinger, M. den Hoed, H. Snieder, M.C. Mills & A.R. Thurik (2016). Genome-wide analysis identifies 12 loci influencing human reproductive behavior. Nature Genetics, 48 (12), 1462-1472. doi: http://dx.doi.org/10.1038/ng.3698[go to publisher's site]
  • G.J.J. van den Burg & P.J.F. Groenen (2016). GenSVM: A Generalized Multiclass Support Vector Machine. Journal of Machine Learning Research, 17 (225), 1-42. doi: http://jmlr.org/papers/v17/14-526.html
  • P.J.F. Groenen & M. van de Velden (2016). Multidimensional Scaling by Majorization: A Review. Journal of Statistical Software, 73 (8), 1-26. doi: http://dx.doi.org/10.18637/jss.v073.i08
  • P.C. Schoonees, M. van de Velden & P.J.F. Groenen (2015). Constrained Dual Scaling for Detecting Response Styles in Categorical Data. Psychometrika, 80 (4), 968-994. doi: http://dx.doi.org/10.1007/s11336-015-9458-9
  • R. de Vlaming & P.J.F. Groenen (2015). The Current and Future Use of Ridge Regression for Prediction in Quantitative Genetics. BIOMED RESEARCH INTERNATIONAL. doi: 10.1155/2015/143712
  • A.K. Doering, S.H. Schwartz, J. Cieciuch, P.J.F. Groenen, V. Glatzel, J. Harasimczuk, N. Janowicz, M. Nyagolova, E.R. Scheefer, M. Allritz, T.C. Milfont & W. Bilsky (2015). Cross-cultural evidence of value structures and priorities in childhood. British Journal of Psychology, 106 (4), 675-699. doi: http://dx.doi.org/10.1111/bjop.12116[go to publisher's site]
  • P.J.F. Groenen, S. Gardner-Lubbe & N. Le Roux (2015). Spline-based nonlinear biplots. Advances in Data Analysis and Classification, 9, 219-238. doi: http://dx.doi.org/10.1007/s11634-014-0179-1[go to publisher's site]
  • M. Tarakci, N.Y. Ates, J.P. Porck, D. van Knippenberg, P.J.F. Groenen & M. de Haas (2014). Strategic Consensus Mapping: A New Method for Testing and Visualizing Strategic Consensus Within and Between Teams. Strategic Management Journal, 35 (7), 1053-1069. doi: http://dx.doi.org/10.1002/smj.2151[go to publisher's site]
  • J.C. Gower, P.J.F. Groenen, M. van de Velden & K. Vines (2014). Better perceptual maps: Introducing explanatory icons to facilitate interpretation. Food Quality and Preference, 36, 61-69. doi: http://dx.doi.org/10.1016/j.foodqual.2014.01.004[go to publisher's site]
  • M.J.H.M. van der Loos, C.A. Rietveld, N. Eklund, P.D. Koellinger, F. Rivadeneira Ramirez, G. Abecasis, G. Ankra-Badu, S. Baumeister, D.J. Benjamin, R. Biffar, S. Blankenberg, D.I. Boomsma, D. Cesarini, F. Cucca, E.J.C. de Geus, G. Dedoussis, P. Deloukas, M. Dimitriou, G. Eiriksdottir, J. Eriksson, C. Gieger, V. Gudnason, B. Hoehne, R. Holle, J.J. Hottenga, A.J. Isaacs, M. Jarvelin, M. Johannesson, M. Kaakinen, M. Kahonen, S. Kanoni, M. Laaksonen, J. Lahti, L.J. Launer, T. Lehtimaki, M. Loitfelder, P. Magnusson, S. Naitza, B.A. Oostra, M. Perola, K. Petrovic, L. Quaye, O. Raitakari, S. Ripatti, P. Scheet, D. Schlessinger, C. Schmidt, H. Schmidt, R. Schmidt, A. Senft, A. Smith, T.D. Spector, I. Surakka, R. Svento, A. Terracciano, E. Tikkanen, C. van Duijn, J. Viikari, H. Voelzke, H. Wichmann, P. Wild, S.M. Willems, G. Willemsen, F.J.A. van Rooij, P.J.F. Groenen, A.G. Uitterlinden, A. Hofman & A.R. Thurik (2013). The Molecular Genetic Architecture of Self-Employment. PLoS One (print), 8 (4), e60542. doi: http://dx.doi.org/10.1371/journal.pone.0060542[go to publisher's site]
  • M.J.H.M. van der Loos, R. Haring, C.A. Rietveld, S. Baumeister, P.J.F. Groenen, A. Hofman, F.H. de Jong, P.D. Koellinger, T. Kohlmann, M.A. Nauck, F. Rivadeneira Ramirez, A.G. Uitterlinden, F.J.A. van Rooij, H. Wallaschofski & A.R. Thurik (2013). Serum testosterone levels in males are not associated with entrepreneurial behavior in two independent observational studies. Physiology & Behavior, 119, 110-114. doi: http://dx.doi.org/10.1016/j.physbeh.2013.06.003[go to publisher's site]
  • C.A. Rietveld, S. Medland, J. Derringer, J. Yang, T. Esko, N.W. Martin, H. Westra, K. Shakhbazov, A. Abdellaoui, A. Agrawal, E. Albrecht, B.Z. Alizadeh, N. Amin, J. Barnard, S. Baumeister, K. Benke, L. Bielak, J. Boatman, P. Boyle, G. Davies, C. de Leeuw, N. Eklund, D. Evans, R. Fehrmann, K. Fischer, C. Gieger, H. Gjessing, S. Hägg, J. Harris, C. Hayward, C. Holzapfel, C.A. Verbaas, E. Ingelsson, B. Jacobsson, P. Joshi, A. Jugessur, M. Kaakinen, S. Kanoni, J. Karjalainen, I. Kolcic, K. Kristiansson, Z. Kutalik, J. Lahti, S. Lee, P. Lin, P. Lind, Y. Liu, K. Lohman, M. Loitfelder, G. McMahon, P. Marques Vidal, O. Meirelles, L. Milani, R. Myhre, M. Nuotio, C. Oldmeadow, K. Petrovic, W. Peyrot, O. Polasek, L. Quaye, E. Reinmaa, J. Rice, T. Rizzi, H. Schmidt, R. Schmidt, A. Smith, J. Smith, T. Tanaka, A. Terracciano, M.J.H.M. van der Loos, V. Vitart, H. Völzke, J. Wellmann, L. Yu, W. Zhao, J. Allik, J. Attia, S. Bandinelli, F. Bastardot, J. Beauchamp, D. Bennett, K. Berger, L. Bierut, D.I. Boomsma, U. Bültmann, H. Campbell, C.F. Chabris, L. Cherkas, M. Chung, F. Cucca, M. de Andrade, P. De Jager, J.E. De Neve, I. Deary, G. Dedoussis, P. Deloukas, M. Dimitriou, G. Eiriksdottir, M. Elderson, J. Eriksson, D. Evans, J. Faul, L. Ferrucci, M. Garcia, H. Grönberg, V. Gudnason, P. Hall, J. Harris, T.B. Harris, N. Hastie, A. Heath, D. Hernandez, W. Hoffmann, W.H.A. Hofman, R. Holle, E. Holliday, J.J. Hottenga, W. Iacono, T. Illig, M. Järvelin, M. Kähönen, J. Kaprio, R. Kirkpatrick, M. Kowgier, A. Latvala, L.J. Launer, D. Lawlor, T. Lehtimäki, J. Li, P. Lichtenstein, P. Lichtner, D. Liewald, P. Madden, P. Magnusson, T. Mäkinen, M. Masala, M. McGue, A. Metspalu, A. Mielck, M. Miller, G. Montgomery, S. Mukherjee, D. Nyholt, B.A. Oostra, L. Palmer, A. Palotie, B. Penninx, M. Perola, P. Peyser, M. Preisig, K. Räikkönen, O. Raitakari, A. Realo, S. Ring, S. Ripatti, F. Rivadeneira, I. Rudan, A. Rustichini, V. Salomaa, A. Sarin, D. Schlessinger, R.J. Scott, H. Snieder, B. St Pourcain, J. Starr, J. Sul, I. Surakka, R. Svento, A. Teumer, T. Lifelines Cohort Study, H. Tiemeier, F.J.A. van Rooij, D. Van Wagoner, E. Vartiainen, J. Viikari, P. Vollenweider, J. Vonk, G. Waeber, D. Weir, H. Wichmann, E. Widen, G. Willemsen, J. Wilson, A. Wright, D. Conley, G. Davey-Smith, L. Franke, P.J.F. Groenen, A. Hofman, M. Johannesson, S. Kardia, R. Krueger, D. Laibson, N. Martin, M. Meyer, D. Posthuma, A.R. Thurik, N. Timpson, A.G. Uitterlinden, C.M. van Duijn, P.M. Visscher, D.J. Benjamin, D. Cesarini & P.D. Koellinger (2013). GWAS of 126,559 individuals identifies genetic variants associated with educational attainment. Science, 240 (6139), 1467-1471. doi: http://dx.doi.org/10.1126/science.1235488[go to publisher's site]
  • K. Sikorska, F. Rivadeneira, P.J.F. Groenen, A. Hofman, A.G. Uitterlinden, P.H.C. Eilers & E. Lesaffre (2013). Fast linear mixed model computations for genome-wide association studies with longitudinal data. Statistics in Medicine, 32 (1), 165-180. doi: http://dx.doi.org/10.1002/sim.5517[go to publisher's site]
  • K. Sikorska, E.M.E.H. Lesaffre, P.J.F. Groenen & P.H.C. Eilers (2013). GWAS on your notebook: fast semi-parallel linear and logistic regression for genome-wide association studies. Bmc Bioinformatics, 14 (166), 1-11. doi: http://dx.doi.org/10.1186/1471-2105-14-166
  • P. Exterkate, D.J.C. van Dijk, C. Heij & P.J.F. Groenen (2013). Forecasting the yield curve in a data-rich environment using the factor-augmented Nelson-Siegel model. Journal of Forecasting, 32 (2013), 193-214. doi: http://dx.doi.org/10.1002/for.1258[go to publisher's site]
  • M. van de Velden, A. de Beuckelaer, P.J.F. Groenen & F.M.T.A. Busing (2013). Solving degeneracy and stability in nonmetric unfolding. Food Quality and Preference, 27 (1), 85-95. doi: http://dx.doi.org/10.1016/j.foodqual.2012.06.010[go to publisher's site]
  • S. Cecere, P.J.F. Groenen & E.M.E.H. Lesaffre (2013). The Interval-Censored Biplot. Journal of Computational and Graphical Statistics, 22 (1), 123-134. doi: http://dx.doi.org/10.1080/10618600.2012.700874[go to publisher's site]
  • N.Y. Ates, M. Tarakci, J.P. Porck, D. van Knippenberg & P.J.F. Groenen (2012). How Middle Managers Get Subordinates on Board? The Moderating Role of Strategic Alignment with CEO. In ERIM Report Series
  • H. van Herk, P.J.F. Groenen & J.M. van Rosmalen (2012). Waarden, segmenten en politieke partijen: Stabiliteit en verandering in de jaren nul. In K. Aarts & M. Wittenberg (Eds.), Nederland in de jaren nul (pp. 19-37). Amsterdam: Pallas, Amsterdam University Press
  • S. Cecere, R. Leroy, P.J.F. Groenen, E. Lesaffre & D. Declerck (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. doi: http://dx.doi.org/10.1111/j.1600-0528.2011.00666.x[go to publisher's site]
  • J.P. Porck, D. van Knippenberg, M. Tarakci, N.Y. Ates, P.J.F. Groenen & M. de Haas (2012). Strategic Consensus Between Groups: A Social Identity Perspective. In ERIM Report Series
  • G.I. Nalbantov, P.J.F. Groenen & E. Smirnov (2012). A Comparative Analysis of Instance-based Penalization Techniques for Classification. In H. Dai, J.N.K. Liu & E. Smirnov (Eds.), Reliable Knowledge Discovery (pp. 227-238). New York: Springer
  • M.J.H.M. van der Loos, P.D. Koellinger, P.J.F. Groenen, C.A. Rietveld, F. Rivadeneira, F.J.A. van Rooij, A.G. Uitterlinden, A. Hofman & A.R. Thurik (2011). Candidate gene studies and the quest for the entrepreneurial gene. Small Business Economics, 37 (3), 269-275. doi: http://dx.doi.org/10.1007/s11187-011-9339-2[go to publisher's site]
  • C. Heij, D.J.C. van Dijk & P.J.F. Groenen (2011). Forecasting with leading indicators by means of the principal covariate index. Journal of Business Cycle Measurement and Analysis, 4 (1), 73-92. doi: 10.1787/jbcma-2011-5kgdwlpzs79v[go to publisher's site]
  • J.P. Beauchamp, D. Cesarini, M. Johannesson, M.J.H.M. van der Loos, P.D. Koellinger, P.J.F. Groenen, J.H. Fowler, J.N. Rosenquist, A.R. Thurik & N.A. Christakis (2011). Molecular genetics and economics. Journal of Economic Perspectives, 25 (4), 57-82. doi: http://dx.doi.org/10.1257jep.25.4.57[go to publisher's site]
  • C. Heij, D.J.C. van Dijk & P.J.F. Groenen (2011). Real-time macroeconomic forecasting with leading indicators: An empirical comparison. International Journal of Forecasting, 27 (2), 466-481. doi: http://dx.doi.org/10.1016/j.ijforecast.2010.04.008[go to publisher's site]
  • J.M. van Rosmalen, A.J. Koning & P.J.F. Groenen (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
  • J.C. Gower, P.J.F. Groenen & M. van de Velden (2010). Area biplots. Journal of Computational and Graphical Statistics, 19 (1), 46-61. doi: http://dx.doi.org/10.1198/jcgs.2010.07134
  • I. Borg, P.J.F. Groenen, K.A. Jehn, W. Bilsky & S.H. Schwartz (2010). Embedding the organizational culture profile into Schwartz's theory of universals in values. Journal of Personnel Psychology, 10 (1), 1-12. doi: http://dx.doi.org/10.1027/1866-5888/a000028[go to publisher's site]
  • G.I. Nalbantov, P.H.B.F. Franses, P.J.F. Groenen & J.C. Bioch (2010). Estimating the Market Share Attraction Model using Support Vector Regressions. Econometric Reviews, 29 (5/6), 688-716. doi: http://dx.doi.org/10.1080/07474938.2010.481989[go to publisher's site]
  • M.J.H.M. van der Loos, P.D. Koellinger, P.J.F. Groenen & A.R. Thurik (2010). Genome-wide association studies and the genetics of entrepreneurship. European Journal of Epidemiology, 25 (1), 1-3. doi: http://dx.doi.org/10.1007/s10654-009-9418-8[go to publisher's site]
  • J.M. van Rosmalen, H. van Herk & P.J.F. Groenen (2010). Identifying response styles: a latent-class bilinear multinomial logit model. Journal of Marketing Research, 47 (1), 157-172. doi: http://dx.doi.org/10.1509/jmkr.47.1.157[go to publisher's site]
  • J.M. van Rosmalen, P.J.F. Groenen, J. Trejos & W. Castillo (2009). Optimization strategies for two-mode partitioning. Journal of Classification, 26 (2), 155-181. doi: http://dx.doi.org/10.1007/s00357-009-9031-2
  • J.M. van Rosmalen, A.J. Koning & P.J.F. Groenen (2009). Optimal scaling of interaction effects in generalized linear modelling. Multivariate Behavioral Research, 44 (1), 59-81. doi: http://dx.doi.org/10.1080/00273170802620048
  • M. van de Velden, P.J.F. Groenen & J. Poblome (2009). Seriation by constrained correspondence analysis: A simulation study. Computational Statistics & Data Analysis, 53 (8), 3129-3138. doi: http://dx.doi.org/10.1016/j.csda.2008.08.020
  • J. Blasius, M. Greenarcre, P.J.F. Groenen & M. van de Velden (2009). Special issue on correspondence analysis and related methods. Computational Statistics & Data Analysis, 53, 3103-3106. doi: http://dx.doi.org/10.1016/j.csda.2008.11.010
  • P.J.F. Groenen & S. Winsberg (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
  • M. Kagie, M.C. van Wezel & P.J.F. Groenen (2008). A graphical shopping interface based on product attributes. Decision Support Systems, 46 (1), 265-276. doi: http://dx.doi.org/10.1016/j.dss.2008.06.011[go to publisher's site]
  • M. Kagie, M.C. van Wezel & P.J.F. Groenen (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
  • M. Kagie, M.C. van Wezel & P.J.F. Groenen (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
  • C. Heij, D.J.C. van Dijk & P.J.F. Groenen (2008). Macroeconomic forecasting with matched principal components. International Journal of Forecasting, 24 (1), 87-100. doi: http://dx.doi.org/10.1016/j.ijforecast.2007.08.005[go to publisher's site]
  • P.J.F. Groenen, A. Hofman, P.D. Koellinger, M.J.H.M. van der Loos, F. Rivadeneira, F.J.A. van Rooij, A.R. Thurik & A.G. Uitterlinden (2008). Genome-wide association for loci influencing entrepreneurial behavior: The Rotterdam Study. Behavior Genetics, 38, 628-629. doi: http://dx.doi.org/10.1007/s10519-008-9228-x
  • P.J.F. Groenen, G.I. Nalbantov & J.C. Bioch (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. doi: http://dx.doi.org/10.1007/s11634-008-0020-9
  • P.J.F. Groenen, G.I. Nalbantov & J.C. Bioch (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
  • M. Linting, J.J. Meulman, P.J.F. Groenen & A.J. van der Kooij (2007). Stability of Nonlinear Principal Components Analysis: An Empirical Study Using the Balanced Bootstrap. Psychological Methods, 12 (3), 359-379. doi: http://dx.doi.org/10.1037/1082-989X.12.3.359
  • M. Linting, J.J. Meulman, P.J.F. Groenen & A.J. van der Kooij (2007). Nonlinear Principal Components Analysis: Introduction and Application. Psychological Methods, 12 (3), 336-358. doi: http://dx.doi.org/10.1037/1082-989X.12.3.336
  • C. Heij, P.J.F. Groenen & D.J.C. van Dijk (2007). Forecast comparison of principal component regression and principal covariate regression. Computational Statistics & Data Analysis, 51 (7), 3612-3625. doi: http://dx.doi.org/10.1016/j.csda.2006.10.019
  • M. Kagie, M.C. van Wezel & P.J.F. Groenen (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
  • M. Kagie, M.C. van Wezel & P.J.F. Groenen (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
  • M. Kagie, P.J.F. Groenen & M.C. van Wezel (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
  • J.F. Geweke, P.J.F. Groenen, R. Paap & H.K. van Dijk (2007). Computational techniques for applied econometric analysis of macroeconomic and financial processes. Computational Statistics & Data Analysis, 51 (7), 3506-3507. doi: http://dx.doi.org/10.1016/j.csda.2006.11.015
  • H.A.L. Kiers & P.J.F. Groenen (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
  • P.J.F. Groenen, S. Winsberg, O. Rodriguez & E. Diday (2006). I-scal: multidimensional scaling of interval dissimilarities. Computational Statistics & Data Analysis, 51, 360-378. doi: http://dx.doi.org/10.1016/j.csda.2006.04.003
  • G.I. Nalbantov, J.C. Bioch & P.J.F. Groenen (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
  • P.J.F. Groenen & A.J. Koning (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
  • G.I. Nalbantov, J.C. Bioch & P.J.F. Groenen (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)
  • P.J.F. Groenen & S. Winsburg (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
  • P.H.B.F. Franses, P.J.F. Groenen & A.P.M. Wagelmans (2006). Editorial introduction, special issue: 50 years of Econometric Institute and 60 years of Statistica Neerlandica. Statistica Neerlandica, 60 (2), 79-79.
  • P.J.F. Groenen & A. van Ark (2006). Visions of 70 years of psychometrics: the past, present, and future. Statistica Neerlandica, 60 (2), 135-144. doi: http://dx.doi.org/10.1111/j.1467-9574.2006.00318.x
  • J.L. Barlow, P.J.F. Groenen, H. Park & H. Zha (2006). 2nd special issue on matrix computations and statistics. Computational Statistics & Data Analysis, 50 (1), 1-4. doi: http://dx.doi.org/10.1016/j.csda.2004.08.003
  • K. van Deun, P.J.F. Groenen, W.J. Heiser, F.M.T.A. Busing & L. Delbeke (2005). Interpreting degenerate solutions in unfolding by use of the vector model and the compensatory distance model. Psychometrika, 70 (1), 45-69. doi: http://dx.doi.org/10.1007/s11336-002-1046-0
  • K. van Deun & P.J.F. Groenen (2005). Majorization algorithms for inspecting circles, ellipses, squares, rectangles, and rhombi. Operations Research, 53 (6), 957-967. doi: http://dx.doi.org/10.1287/opre.1050.0253[go to publisher's site]
  • P.J.F. Groenen & M. van de Velden (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)
  • P.J.F. Groenen, P. Giaquinto & H.A.L. Kiers (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
  • F.M.T.A. Busing, P.J.F. Groenen & W.J. Heiser (2005). Avoiding degeneracy in multidimensional unfolding by penalizing on the coefficient of variation. Psychometrika, 70 (1), 71-98. doi: http://dx.doi.org/10.1007/s11336-001-0908-1
  • P.J.F. Groenen & J.J. Meulman (2004). A comparison of the ratio of variances in distance-based and classical multivariate analysis. Statistica Neerlandica, 58 (4), 428-439. doi: http://dx.doi.org/10.1111/j.1467-9574.2004.00269.x
  • P.J.F. Groenen & M. van de Velden (2004). Inverse correspondence analysis. Linear Algebra and its Applications, 388, 221-238. doi: http://dx.doi.org/10.1016/j.laa.2003.10.016
  • P.J.F. Groenen (2004). Visualisatie met dynamische meerdimensionele schaling. Ontwikkelingen in het Marktonderzoek / Jaarboek MOA, 2004, 183-195.
  • R. Pietersz & P.J.F. Groenen (2004). Rank reduction of correlation matrices by majorization. Quantitative Finance, 4 (6), 649-662. doi: http://dx.doi.org/10.1080/14697680400016182
  • M. van de Velden, P.J.F. Groenen & J. Poblome (2003). Seriation met bedingter Korrespondenzanalyse: Simulationsexperimente. Archaologische informationen, 26, 449-455.
  • J. Poblome & P.J.F. Groenen (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
  • P.J.F. Groenen & K. Jajuga (2001). Fuzzy clustering with squared Minkowski distances. Fuzzy Sets & Systems, 120 (2), 227-237.
  • P.J.F. Groenen & J. Poblome (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
  • P.J.F. Groenen & P.H.B.F. Franses (2000). Visualizing time-varying correlations across stock market. Journal of Empirical Finance, 7 (2), 155-172. doi: http://dx.doi.org/10.1016/S0927-5398(00)00009-8

Books (4)

  • I. Borg, P.J.F. Groenen & P. Mair (2018). Applied Multidimensional Scaling and Unfolding. (SpringerBriefs in Statistics). Cham, Switzerland: Springer
  • I. Borg, P.J.F. Groenen & P. Mair (2013). Applied Multidimensional Scaling (SpringerBriefs in Statistics). Heidelberg: Springer
  • I. Borg, P.J.F. Groenen & P. Mair (2010). Multidimensionele Skaliering (Sozialwissenschaftliche Forschungsmethoden, Band 1). Muenchen: Rainer Hampp Verlag
  • I. Borg & P.J.F. Groenen (2005). Modern multidimensional scaling: Theory and applications (Springer Series in Statistics, 22). New York: Springer

Book Contributions (3)

  • P.J.F. Groenen & I. Borg (2015). Multidimensional Scaling II. In JD Wright (Ed.), International Encyclopedia of the Social & Behavioral Sciences (pp. 40-47). Oxford: Elsevier
  • P.J.F. Groenen, U. Kaymak & J.M. van Rosmalen (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
  • P.J.F. Groenen & A.J. Koning (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

Inaugural Speech

Professional Publications (4)

  • M. Tarakci, L.L. Greer & P.J.F. Groenen (2015). “Leadership Qualities” vs. Competence: Which Matters More? (blog). Harvard Business Review.
  • M.J.H.M. van der Loos, P.J.F. Groenen, A. Hofman, P.D. Koellinger, F. Rivadeneira, F.J.A. van Rooij, A.R. Thurik & A.G. Uitterlinden (2011). De genetica van ondernemerschap. Economisch-Statistische Berichten, 96 (4609s), 30-36.
  • R. Pietersz & P.J.F. Groenen (2004). A major Libor fit. Risk. Currencies, Interest Rates, Equities, 17 (12), 102.
  • P.J.F. Groenen & J. Stappers (2003). Dynamische meerdimensionele schaling. Stator, 4 (2), 4-10.

PhD Tracks (24)

Methodological Advances in Bibliometric Mapping of Science
  • Role: Member Doctoral Committee
  • PhD Candidate: Nees Jan van Eck
  • Time frame: 2005 - 2011
Advances in Online Shopping Interfaces: Product Catalog Maps and Recommender Systems
  • Role: Promotor
  • PhD Candidate: Martijn Kagie
  • Time frame: 2006 - 2010
Essays on Some Recent Penalization Methods with Applications in Finance and Marketing
  • Role: Promotor
  • PhD Candidate: Georgi Nalbantov
  • Time frame: 2004 - 2008
Segmentation and Dimension Reduction: Exploratory and Model-Based Approaches
  • Role: Promotor
  • PhD Candidate: Joost van Rosmalen
  • Time frame: 2004 - 2009
Poverty Alleviation through Sustainable Strategic Business Models: Essays on Poverty Alleviation as a Business Strategy
  • Role: Member Doctoral Committee
  • PhD Candidate: Martin Klein
  • Time frame: 2003 - 2008
Pricing Models for Bermudan-Style Interest Rate Derivatives
  • Role: Member Doctoral Committee
  • PhD Candidate: Raoul Pietersz
  • Time frame: 2001 - 2005
Reliability and Rankings
  • Role: Member Doctoral Committee
  • PhD Candidate: Kar Yin Lam
  • Time frame: 2006 - 2011
The Entrepreneurial Process: An International Analysis of Entry and Exit
  • Role: Promotor
  • PhD Candidate: Peter van der Zwan
  • Time frame: 2007 - 2011
Conditional Density Models Integrating Fuzzy and Probabilistic Representations of Uncertainty
  • Role: Member Doctoral Committee
  • PhD Candidate: Rui Jorge de Almeida e Santos Nogueira
  • Time frame: 2007 - 2014
Molecular Genetics and Hormones: New Frontiers in Entrepreneurship Research
  • Role: Co-promotor
  • PhD Candidate: Matthijs van der Loos
  • Time frame: 2008 - 2013
Methods for Modelling Response Styles
  • Role: Promotor
  • PhD Candidate: Pieter Schoonees
  • Time frame: 2011 - 2015
The Strategy Process: A Middle Management Perspective
  • Role: Promotor
  • PhD Candidate: Nufer Ates
  • Time frame: 2009 - 2014
Sentiment Analysis of Text Guided by Semantics and Structure
  • Role: Member Doctoral Committee
  • PhD Candidate: Alexander Hogenboom
  • Time frame: 2009 - 2015
No Team is an Island: an Integrative View of Strategic Consensus between Groups
  • Role: Promotor
  • PhD Candidate: Jeanine Porck
  • Time frame: 2009 - 2013
Behavioral Strategy: Strategic Consensus, Power and Networks
  • Role: Promotor
  • PhD Candidate: Murat Tarakci
  • Time frame: 2008 - 2013
The use of cognitive factors in explaining entrepreneurship: some empirical results
  • Role: Member Doctoral Committee
  • PhD Candidate: Wim Rietdijk
  • Time frame: 2010 - 2016
Essays on the Intersection of Economics and Biology
  • Role: Promotor
  • PhD Candidate: Niels Rietveld
  • Time frame: 2010 - 2014
Essays on Genetics and the Social Sciences
  • Role: Promotor
  • PhD Candidate: Aysu Okbay
  • Time frame: 2012 - 2017
Linear Mixed Models in Statistical Genetics
  • Role: Promotor
  • PhD Candidate: Ronald de Vlaming
  • Time frame: 2013 - 2017
Algorithms for Multiclass Classification and Regularized Regression
  • Role: Daily Supervisor, Promotor
  • PhD Candidate: Gertjan van den Burg
  • Time frame: 2012 - 2018
Economic behaviour, in particular entrepreneurship, and reward sensitivity
  • Role: Promotor
  • PhD Candidate: Indy Bernoster
  • Time frame: 2014 -
Entrepreneurship and mental health
  • Role: Promotor
  • PhD Candidate: Yik Kiu (Plato) Leung
  • Time frame: 2015 -
Integrating genetics into economics
  • Role: Promotor
  • PhD Candidate: Eric Slob
  • Time frame: 2016 -
Psychiatric symptoms and decision making across the life span of the general
  • Role: Promotor
  • PhD Candidate: Nienke Dijkstra
  • Time frame: 2017 -

Recognitions (5)

Editorial positions (5)

  • Statistica Neerlandica

    Associate Editor

  • Psychometrika

    Associate Editor

  • Associate Editor

  • Advances in Data Analysis and Classification

    Associate Editor

  • Journal of Statistical Software

    Associate Editor

Courses (3)

Events (8)

2014
November
20
ERIM Seminar on Professionalism and Integrity
Research Seminar
As: Coordinator, Speaker
2014
November
04
ERIM Seminar on Professionalism and Integrity
Research Seminar
As: Speaker, Coordinator
2009
June
10
Joint ERIM-Unipark Symposium on Online Research: Insights Into Methods and their Application in Practice
Institute Event
As: Speaker
2009
April
23
Efficient Experimental Designs for Choice-Based Conjoint Analysis
Research Seminar
As: Coordinator
2009
April
21
Modeling Geo-dependent Attitudes Using Bayesian Spatial Factor Analysis
Research Seminar
As: Coordinator
2008
September
12
Introduction and Developments on Support Vector Machines and Classification
Research Workshop
As: Coordinator
2007
June
25
CARME 2007 Conference
Conference
As: Coordinator
2005
March
21
Visualizing Consumers' Preference for Products by Ordinal Unfolding using PrefScal
Research Seminar
As: Speaker

Address

Visiting address

Office: Tinbergen Building H11-11
Burgemeester Oudlaan 50
3062 PA Rotterdam

Postal address

Postbus 1738
3000 DR Rotterdam
Netherlands

Work in progress

M. Tenenhaus, A. Tenenhaus & P.J.F. Groenen (2015). Regularized Consensus PCA. (Extern rapport). : arXiv

C.A. Rietveld, P.J.F. Groenen, P.D. Koellinger, M. Van der Loos & R. Thurik (2013). Living forever: entrepreneurial overconfidence at older ages. (Preprints). : ERIM Report Series Research in Management

Latest publication

I. Borg, P.J.F. Groenen & P. Mair (2018). Applied Multidimensional Scaling and Unfolding. (SpringerBriefs in Statistics). Cham, Switzerland: Springer