Photo of Katrijn Van Deun

Katrijn Van Deun

dr.

 https://orcid.org/0000-0002-2271-793X

  • Prof. Cobbenhagenlaan 225, Simon Building, room S 718

    5037 DB Tilburg

    Netherlands

20052020

Research output per year

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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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Research Output

Revealing subgroups that differ in common and distinctive variation in multi-block data: Clusterwise sparse simultaneous component analysis

Yuan, S., De Roover, K., Dufner, M., Denissen, J. & Van Deun, K., 2020, (Accepted/In press) In : Social Science Computer Review.

Research output: Contribution to journal › Article › Scientific › peer-review

Open Access

    • Multiple imputation of longitudinal categorical data through bayesian mixture latent Markov models

    Vidotto, D., Vermunt, J. & Van Deun, K., 2019, In : Journal of Applied Statistics.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
    File
    • 1 Downloads (Pure)

    Multiple salient goals pursued by job seekers in mandatory continuing professional education

    Jacot, A., Raemdonck, I., Frenay, M. & Van Deun, K., 2019, In : Vocations and Learning. 12, 2, p. 297–317

    Research output: Contribution to journal › Article › Scientific › peer-review

    • RegularizedSCA: Regularized simultaneous component analysis of multiblock data in R

    Gu, Z. & Van Deun, K., 2019, In : Behavior Research Methods. 51, 5, p. 2268-2289

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
    File
    • 7 Downloads (Pure)

    Revealing the joint mechanisms in traditional data linked with big data

    de Schipper, N. & Van Deun, K., 2019, In : Zeitschrift für Psychologie. 226, 4, p. 212-231

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
    File
    • 4 Downloads (Pure)