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 level. Dive into details by clicking on the dots.
Research Output 2005 2019
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Jacot, A., Raemdonck, I., Frenay, M. & Van Deun, K., 2019, (Accepted/In press) In : Vocations and Learning.Research output: Contribution to journal › Article › Scientific › peer-review
Pushing the boundaries for automated data reconciliation in official statistics
Daalmans, J. A., 2019, s.l.: Optima Grafische Communicatie. 144 p.Research output: Thesis › Doctoral Thesis › Scientific
Open Access
File
Reconciliation
Statistics
RegularizedSCA: Regularized Simultaneous Component Analysis of multiblock data in R
Gu, Z. & Van Deun, K., 2019, (Accepted/In press) In : Behavior Research Methods.Research output: Contribution to journal › Article › Scientific › peer-review
Information Storage and Retrieval
Computational Biology
Revealing the joint mechanisms in traditional data linked with big data
de Schipper, N. & Van Deun, K., 2019, (Accepted/In press) In : Zeitschrift für Psychologie.Research output: Contribution to journal › Article › Scientific › peer-review
Bayesian latent class models for the multiple imputation of categorical data
Vidotto, D., Vermunt, J. K. & Van Deun, K., Apr 2018, In : Methodology: European Journal of Research Methods for the Behavioral and Social Sciences. 14, 2, p. 56-68Research output: Contribution to journal › Article › Scientific › peer-review