Research output per year
Research output per year
Personal profile
Research interests
Patrick J.F. Groenen is a professor of statistics at the Erasmus School of Economics (ESE). He currently is also dean of that school. Professor Groenen's work focuses on data science techniques and their numerical algorithms. He is the co-author of several textbooks on multidimensional scaling published by Springer and has published articles in the top peer-reviewed journals including, among others, the Journal of Machine Learning Research, the Journal of Marketing Research, Psychological Methods, Psychometrika, the Journal of Classification, Computational Statistics and Data Analysis, the British Journal of Mathematical and Statistical Psychology, and the Journal of Empirical Finance.
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Collaborations and top research areas from the last five years
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Reliability Theory for Measurements with Variable Test Length, Illustrated with ERN and Pe Collected in the Flanker Task
Ellis, J., Sijtsma, K., de Groot, K. & Groenen, P. J. F., 21 Jul 2024, In: Psychometrika. 89, 4, p. 1280-1303 24 p.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
Principal component analysis: Principal component analysis (Nature Reviews Methods Primers, (2022), 2, 1, (100), 10.1038/s43586-022-00184-w)
Greenacre, M., Groenen, P. J. F., Hastie, T., D'Enza, A. I., Markos, A. & Tuzhilina, E., Dec 2023, In: Nature Reviews Methods Primers. 3, 1, 1 p., 22.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile8 Citations (Web of Science)28 Downloads (Pure) -
Publisher Correction: Principal component analysis (Nature Reviews Methods Primers, (2022), 2, 1, (100), 10.1038/s43586-022-00184-w)
Greenacre, M., Groenen, P. J. F., Hastie, T., D’Enza, A. I., Markos, A. & Tuzhilina, E., Dec 2023, In: Nature Reviews Methods Primers. 3, 1, 22.Research output: Contribution to journal › Comment/Letter to the editor › Popular
Open Access11 Citations (Scopus) -
Principal component analysis
Greenacre, M., Groenen, P. J. F., Hastie, T., Iodice D'Enza, A., Markos, A. & Tuzhilina, E., Dec 2022, In: Nature Reviews Methods Primers. 2, 1, 21 p., 100.Research output: Contribution to journal › Article › Academic › peer-review
475 Citations (Scopus) -
Hierarchical Means Clustering
Vichi, M., Cavicchia, C. & Groenen, P., 23 Sept 2022, In: Journal of Classification. 39, 3, p. 553–577 25 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile13 Citations (Scopus)119 Downloads (Pure)
Datasets
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Multivariate estimation of factor structures of complex traits using SNP-based genomic relationships
De Vlaming, R. (Creator), Slob, E. A. W. (Creator), Groenen, P. J. F. (Creator) & Rietveld, C. A. (Creator), 2022
DOI: 10.6084/m9.figshare.c.6121418.v1, https://springernature.figshare.com/collections/Multivariate_estimation_of_factor_structures_of_complex_traits_using_SNP-based_genomic_relationships/6121418/1
Dataset
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A Robust Bootstrap Test for Mediation Analysis
Alfons, A. (Creator), Ateş, N. Y. (Contributor) & Groenen, P. J. F. (Creator), 2021
DOI: 10.25384/sage.c.5374241.v1, https://sage.figshare.com/collections/A_Robust_Bootstrap_Test_for_Mediation_Analysis/5374241/1
Dataset
Prizes
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ESE Societal Impact Award
Groenen, P. (Recipient), de Haas, M. (Recipient), van Knippenberg, D. (Recipient), Dalmeijer, K. (Recipient) & van Bunderen, L. (Recipient), 1 Jan 2015
Prize › Popular
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Data Science, Statistics & Visualisation and European Conference on Data Analysis
Alfons, A. (Chair), Groenen, P. (Organiser), de Rooij, M. (Organiser), Cavicchia, C. (Organiser), Zhelonkin, M. (Organiser) & Welz, M. (Organiser)
7 Jul 2021 → 9 Jul 2021Activity: Participating in or organising an event › Organising and contributing to an event › Academic
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Journal of Data Science, Statistics and Visualisation (Journal)
Groenen, P. (Reviewer)
2021 → …Activity: Publication peer-review and editorial work › Editorial work › Academic
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Journal of Statistical Software (Journal)
Groenen, P. (Editor)
1 Jun 2014 → 2016Activity: Publication peer-review and editorial work › Editorial work › Academic
Press/Media
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-Erasmus University Rotterdam: Esmee Tanis wins Student Societal Impact Award 2020
26/08/20
1 item of Media coverage
Press/Media: Public engagement activities › Academic