Personal profile
Research interests
My research focuses on the development of statistical tools for the analysis of so-called Big Data. These are data that come from multiple sources (for example, questionnaire and genetic data for the same group of persons) and that consist of a huge number of variables (often more than the number of observations, this is high-dimensional). These data elude existing statistical methods. Hence I develop novel methods for exploration and prediction with such data. In 2016 I received a personal grant from the Netherlands Organisation for Scientific Research to stimulate this research (VIDI grant).
Current courses
Click here for my courses.
Teaching
JBM050: Statistical Computing
880260: Computational Statistics
Keywords
- Data Mining
- Statistics
- Methodology And Statistics
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 4 Quality Education -
SDG 8 Decent Work and Economic Growth
Fingerprint
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Collaborations and top research areas from the last five years
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Exploratory structural equation modeling and the curse of dimensionality
Le, T. T., Vermunt, J. K., Ballhausen, N. & Van Deun, K., 11 Mar 2026, In: Behavior Research Methods. 58, 3, 25 p., 84.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Downloads (Pure) -
Dissociating affective salience and valence in (very) long‐latency ERPs
Revers, H., Stekelenburg, J. J., Vroomen, J., Deun, K. V. & Bastiaansen, M., Mar 2025, In: Psychophysiology. 62, 3, 14 p., e70030.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile7 Downloads (Pure) -
Effects of cancer treatment on inflammation in colorectal cancer patients: A longitudinal study
Bruijnzeels, A., Mols, F., Van Deun, K. & Schoormans, D., 10 Dec 2025, (Accepted/In press) In: Clinical Colorectal Cancer. 10, 53, 17 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Optimality conditions for penalized sparse PCA
Guerra-Urzola, R., Vera, J. C. & Deun, K. V., Sept 2025, (E-pub ahead of print) In: Optimization and Engineering. 2025, 20 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Performance measures for sample selection bias correction by weighting
Liu, A.-C., Scholtus, S., Deun, K. V. & de Waal, T., Jun 2025, In: Journal of Official Statistics. 41, 2, p. 675-699 25 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile2 Downloads (Pure)
Activities
- 2 Oral presentation
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Infections in biological and targeted synthetic drug use in rheumatoid arthritis: Where do we stand? A scoping review and meta-analysis.
Bergmans, B. J. M. (Speaker), de Vries, E. (Speaker), Gebeyehu, B. Y. (Speaker), Kleinberg, B. (Speaker) & Van Deun, K. (Speaker)
12 Oct 2022 → 16 Oct 2022Activity: Talk or presentation types › Oral presentation › Professional
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Infections in biological and targeted synthetic drug use in rheumatoid arthritis: Where do we stand? A scoping review and meta-analysis.
Bergmans, B. J. M. (Speaker), de Vries, E. (Speaker), Gebeyehu, B. Y. (Speaker), Kleinberg, B. (Speaker) & Van Deun, K. (Speaker)
12 Oct 2022 → 16 Oct 2022Activity: Talk or presentation types › Oral presentation › Professional
Datasets
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EEG data of 239 participants during passive viewing of IAPS images in clearly distinct valence categories (positive, neutral, negative) with MatLab scripts
Revers, H. (Creator), Stekelenburg, J. J. (Creator), Vroomen, J. (Creator), Van Deun, K. (Creator) & Bastiaansen, M. (Creator), DataverseNL, 13 May 2025
DOI: 10.34894/tcrzem, https://dataverse.nl/citation?persistentId=doi:10.34894/TCRZEM
Dataset
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EEG responses to facial attractiveness, with ERP cluster analysis and MVPA classification
Revers, H. (Creator), Vroomen, J. (Creator), Van Deun, K. (Creator) & Bastiaansen, M. (Creator), DataverseNL, 12 Jun 2023
DOI: 10.34894/9l4iv4, https://dataverse.nl/citation?persistentId=doi:10.34894/9L4IV4
Dataset
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EEG responses to disgust and sadness evoking IAPS images with ERP analysis and SVM classification
Revers, H. (Creator), Strijbosch, W. W. M. (Creator), Van Deun, K. (Creator), Vroomen, J. (Creator) & Bastiaansen, M. C. M. (Creator), DataverseNL, 1 Nov 2021
DOI: 10.34894/5xdg5k
Dataset
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Code and scripts for the article Optimality Conditions for Penalized Sparse PCA
Guerra Urzola, R. (Creator), Vera, J. C. (Creator) & Van Deun, K. (Creator), GitHub, 24 Jan 2025
https://github.com/RosemberGuerra/OptimalityConditionsSPCA
Dataset