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
Fingerprint
Dive into the research topics where Katrijn Van Deun is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
Determinants and mediating mechanisms of quality of life and disease‑specific symptoms among thyroid cancer patients: The design of the WaTCh study
Mols, F., Schoormans, D., Netea-Maier, R., Husson, O., Beijer, S., van Deun, K., Zandee, W., Kars, M., Wouters van Poppel, P. C. M., Simsek, S., van Battum, P., Kisters, J. M. H., de Boer, J. P., Massolt, E., van Leeuwaarde, R. S., Oranje, W., Roerink, S., Vermeulen, M. & van de Poll-Franse, L. V., 2023, In: Thyroid Research. 16, 9 p., 23.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile29 Downloads (Pure) -
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., Gebeyehu, B. Y., van Puijenbroek, E. P., Van Deun, K., Kleinberg, B., Murk, J. & de Vries, E., 2023, In: Rheumatology and Therapy. 10, 5, p. 1147-1165 19 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile3 Citations (Scopus)12 Downloads (Pure) -
Logistic regression with sparse common and distinctive covariates
Park, S., Ceulemans, E. & Van Deun, K., 2023, In: Behavior Research Methods. 55, 8, p. 4143-4174Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Citation (Scopus)73 Downloads (Pure) -
Neural responses to facial attractiveness: Event-related potentials differentiate between salience and valence effects
Revers, H., Van Deun, K., Vroomen, J. & Bastiaansen, M., 2023, In: Biological Psychology. 179, 12 p., 108549.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Citation (Scopus)107 Downloads (Pure) -
Simultaneous clustering and variable selection: A novel algorithm and model selection procedure
Yuan, S., De Roover, K. & Van Deun, K., 2023, In: Behavior Research Methods. 55, 5, p. 2157-2174Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Citation (Scopus)67 Downloads (Pure)
Activities
- 2 Oral presentation
-
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
-
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
-
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
-
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