Research output per year
Research output per year
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
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Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Clustering of trauma patients based on longitudinal data and the application of machine learning to predict recovery
Stoitsas, K., Bahulikar, S., de Munter, L., de Jongh, M. A. C., Jansen, M. A. C., Jung, M. M., van Wingerden, M. & Van Deun, K., 2022, In: Scientific Reports. 12, 1, p. 16990Research output: Contribution to journal › Article › Scientific › peer-review
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Decoding the neural responses to experiencing disgust and sadness
Revers, H., Vroomen, J., Van Deun, K., Bastiaansen, M. & Strijbosch, W., 15 Oct 2022, In: Brain Research. 1793, 13 p., 148034.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile2 Downloads (Pure) -
Measuring clinical, biological, and behavioral variables to elucidate trajectories of patient (reported) outcomes: The PROFILES registry
van de Poll-Franse, L. V., Horevoorts, N., Schoormans, D., Beijer, S., Ezendam, N. P. M., Husson, O., Oerlemans, S., Schagen, S. B., Hageman, G. J., Van Deun, K., van den Hurk, C., van Eenbergen, M. & Mols, F., 2022, In: JNCI: Journal of the National Cancer Institute. 114, 6, p. 800-807Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile5 Downloads (Pure) -
Simultaneous clustering and variable selection: A novel algorithm and model selection procedure
Yuan, S., De Roover, K. & Van Deun, K., 2022, (Accepted/In press) In: Behavior Research Methods.Research output: Contribution to journal › Article › Scientific › peer-review
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Sparsifying the least-squares approach to PCA: Comparison of lasso and cardinality constraint
Guerra-Urzola, R., Schipper, N. C. D., Tonne, A., Sijtsma, K., Vera, J. C. & Deun, K. V., 2022, (E-pub ahead of print) In: Advances in Data Analysis and Classification. 18 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access
Datasets
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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