Katrijn Van Deun

Research output

Research output per year 2005 2021

• 35 Article
• 2 Conference contribution
• 2 Working paper
• 1 Chapter
• 2 More
  • 1 Software
  • 1 Doctoral Thesis

Research output per year

Research output per year

Search results

• 2021

  Model selection techniques for sparse weight-based principal component analysis

  de Schipper, N. & Van Deun, K., 2021, In : Journal of Chemometrics. 20 p., e3289.

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

  Open Access

  File

  • Principal Component Analysis
  • Model Selection
  • Principal component analysis
  • Selection Procedures
  • Multiblock
  2 Citations (Scopus)

• PCovR2: A flexible principal covariates regression approach to parsimoniously handle multiple criterion variables

  Gavaladze, S., Vervloet, M., Van Deun, K., Kiers, H. A. L. & Ceulemans, E., 8 Jan 2021, In : Behavior Research Methods.

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

  • Least-Squares Analysis
  • Datasets
  • Weights and Measures
  • Predictors
  • Principal Components

• 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., 2021, In : Social Science Computer Review. 19 p.

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

  Open Access

  File

  • Composite materials
  • social studies
  • simulation
  • personality
  • Group
  1 Citation (Scopus)

• Sparse common and distinctive covariates regression

  Park, S., Ceulemans, E. & Van Deun, K., 2021, In : Journal of Chemometrics. 35, 2, 23 p., e3270.

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

  Open Access

  File

  • Covariates
  • Regression
  • Predictors
  • Multiblock
  • Chemometrics
  2 Citations (Scopus)
• 2020

  The COVID-19 outbreak increases maternal stress during pregnancy, but not the incidence of postpartum depression

  Boekhorst, M. G. B. M., Muskens, L., Hulsbosch, L. P., Deun, K. V., Bergink, V., Pop, V. & Heuvel, M. I. V. D., 15 Sep 2020, OSF Preprints, 12 p.

  Research output: Working paper › Scientific

  File

  • Postpartum Depression
  • Pandemics
  • Disease Outbreaks
  • Mothers
  • Pregnancy
• 2019

  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

  • Markov Model
  • Multiple Imputation
  • Categorical Data
  • Nominal or categorical data
  • Longitudinal Data

• 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

  • job seeker
  • qualification
  • education
  • taxonomy
  • unemployment

• 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

  • Semantic Web
  • Information Storage and Retrieval
  • Data Analysis
  • Sociology
  • Interdisciplinary Research
  5 Citations (Scopus)

• 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

  • Big Data
  • Semantic Web
  • Human Behavior
  • Joints
  • Psychology
  3 Citations (Scopus)

• Variable selection in the regularized simultaneous component analysis method for multi-source data integration

  Gu, Z., Van Deun, K. & de Schipper, N., 2019, In : Scientific Reports. 9, 21 p., 18608.

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

  Open Access

  File

  • Data integration
  • Global positioning system
  • Tuning

• Weighted sparse principal component analysis

  Van Deun, K., Thorrez, L., Coccia, M., Hasdemir, D., Westerhuis, J., Smilde, A. K. & Van Mechelen, I., 2019, In : Chemometrics & Intelligent Laboratory Systems. 195, 103875.

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

  Open Access

  File

  • Principal component analysis
  • Vaccines
  • Transcription
  • MATLAB
• 2018

  Bayesian latent class models for the multiple imputation of categorical data

  Vidotto, D., Vermunt, J. K. & Van Deun, K., 2018, In : Methodology: European Journal of Research Methods for the Behavioral and Social Sciences. 14, 2, p. 56-68

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

  Open Access

  File
  5 Citations (Scopus)

• Bayesian multilevel latent class models for the multiple imputation of nested categorical data

  Vidotto, D., Vermunt, J. K. & van Deun, K., 2018, In : Journal of Educational and Behavioral Statistics. 43, 5, p. 511-539

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

  Open Access

  File
  5 Citations (Scopus)

• Introducing SNAC: Sparse Network and Component model for integration of multi-source data

  Tio, P., Waldorp, L. J. & Van Deun, K., 2018, 23 p.

  Research output: Working paper › Other research output

• Obtaining insights from high-dimensional data: Sparse principal covariates regression

  Van Deun, K., Crompvoets, E. A. V. & Ceulemans, E., 2018, In : BMC Bioinformatics. 19, 1, 13 p., 104.

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

  Open Access

  File

  • Antibodies
  • Transcription
  • High-dimensional Data
  • Genes
  • Covariates
  3 Citations (Scopus)
• 2017

  Cellular and molecular synergy in AS01-adjuvanted vaccines results in an early IFNγ response promoting vaccine immunogenicity

  Coccia, M., Collignon, C., Hervé, C., Chalon, A., Welsby, I., Detienne, S., van Helden, M., Dutta, S., Genito, C. J., Waters, N. C., Van Deun, K., Smilde, A. K., van den Berg, R. A., Franco, D., Bourguignon, P., Morel, S., Garçon, N., Lambrecht, B. N., Goriely, S., van der Most, R. & 1 others, Didierlaurent, A. M., 2017, In : npj Vaccines. 2, 25.

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

  Open Access

  File

  • Vaccine Immunogenicity
  • Vaccines
  • saponin QA-21V1
  • monophosphoryl lipid A
  • adjuvant system 01
  60 Citations (Scopus)

• RegularizedSCA: Regularized simultaneous component based data integration. R package version 0.4.2

  Gu, Z. & Van Deun, K., 25 Jun 2017

  Research output: Non-textual form › Software
• 2016

  A variable selection method for simultaneous component based data integration

  Gu, Z. & Van Deun, K., 15 Nov 2016, In : Chemometrics & Intelligent Laboratory Systems. 158, p. 187-199

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

  • Metabolomics
  • Data integration
  • Genomics
  • Data structures
  • Throughput
  9 Citations (Scopus)

• Model selection in principal covariates regression

  Vervloet, M., Van Deun, K., van den Noortgate, W. & Ceulemans, E., 2016, In : Chemometrics & Intelligent Laboratory Systems. 151, p. 26-33

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

  • Recovery
  8 Citations (Scopus)

• QUINT: A tool to detect qualitative treatment-subgroup interactions in randomized controlled trials

  Doove, L. L., Van Deun, K., Dusseldorp, E. & van Mechelen, I., 2016, In : Psychotherapy Research. 26, 5, p. 612-622

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

  • Randomized Controlled Trials
  • Motivational Interviewing
  • Substance-Related Disorders
  • Psychology
  • Health
  3 Citations (Scopus)
• 2015

  Not just a sum? Identifying different types of interplay between constituents in combined interventions

  Van Deun, K., Thorrez, L., van den Berg, R. A., Smilde, A. K. & Van Mechelen, I., 2015, In : PLoS ONE. 10, 5, e0125334.

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

  Open Access

  File
  1 Citation (Scopus)

• Unraveling affective dysregulation in borderline personality disorder: A theoretical model and empirical evidence

  Ebner-Priemer, U. W., Houben, M., Santangelo, P., Kleindienst, N., Tuerlinckx, F., Oravecz, Z., Verleysen, G., Van Deun, K., Bohus, M. & Kuppens, P., 2015, In : Journal of Abnormal Psychology. 124, 1, p. 186-198

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

  • Borderline Personality Disorder
  • Theoretical Models
  • Diary
  • Mood Disorders
  • Datasets
  62 Citations (Scopus)
• 2014

  A comparison of five recursive partitioning methods to find person subgroups involved in meaningful treatment-subgroup interactions

  Doove, L. L., Dusseldorp, E., Van Deun, K. & Van Mechelen, I., 2014, In : Advances in Data Analysis and Classification. 8, 4, p. 403-425

  Research output: Contribution to journal › Article › Scientific › peer-review
  32 Citations (Scopus)

• Performing DISCO-SCA to search for distinctive and common information in linked data

  Schouteden, M., Van Deun, K., Wilderjans, T. F. & Van Mechelen, I., 2014, In : Behavior Research Methods. 46, 2, p. 576-587

  Research output: Contribution to journal › Article › Scientific › peer-review
  25 Citations (Scopus)
• 2013

  Identifying common and distinctive processes underlying multiset data

  Van Deun, K., Smilde, A. K., Thorrez, L., Kiers, H. A. L. & Van Mechelen, I., 2013, In : Chemometrics & Intelligent Laboratory Systems. 129, p. 40-51

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

  • Gene expression
  • Immunology
  • Systems Biology
  • Data integration
  • Fermentation
  22 Citations (Scopus)

• On the selection of the weighting parameter value in Principal Covariates Regression

  Vervloet, M., Van Deun, K., Van Den Noortgate, W. & Ceulemans, E., 2013, In : Chemometrics & Intelligent Laboratory Systems. 123, p. 36-43

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

  • Principal component analysis
  • Linear regression
  • Tuning
  • Recovery
  9 Citations (Scopus)

• SCA with rotation to distinguish common and distinctive information in linked data

  Schouteden, M., Van Deun, K., Pattyn, S. & Van Mechelen, I., 2013, In : Behavior Research Methods. 45, 3, p. 822-833

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

  • Semantic Web
  • Statistical Factor Analysis
  • Factor Analysis
  • Cross-cultural Studies
  • Emotions
  32 Citations (Scopus)
• 2012

  DISCO-SCA and properly applied GSVD as swinging methods to find common and distinctive processes

  Van Deun, K., Van Mechelen, I., Thorrez, L., Schouteden, M., De Moor, B., Van Der Werf, M. J., De Lathauwer, L., Smilde, A. K., Kiers, H. A. L. & Tramontano, A. (ed.), 2012, In : PLoS ONE. 7, 5, e37840.

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

  Open Access

  • Singular value decomposition
  • Metabolomics
  • Biological Phenomena
  • Information Storage and Retrieval
  • degradation
  29 Citations (Scopus)

• ECO-POWER: A novel method to reveal common mechanisms underlying linked data

  Schouteden, M., Van Deun, K. & van Mechelen, I., 2012, Proceedings of COMPSTAT'2012: 20th International Conference on Computational Statistics. Colubi, A., Fokianos, K., Kontoghiorghes, E. J. & Gonzalez-Rodriguez, G. (eds.). Heidelberg: Physica-Verlag, p. 757-768

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific
• 2011

  A flexible framework for sparse simultaneous component based data integration

  Van Deun, K., Wilderjans, T. F., Van Den Berg, R. A., Antoniadis, A. & Van Mechelen, I., 2011, In : BMC Bioinformatics. 12, 1, 448.

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

  Open Access

  • Data Integration
  • Data integration
  • Lasso
  • Principal component analysis
  • Principal Component Analysis
  38 Citations (Scopus)

• Tissue-specific disallowance of housekeeping genes: The other face of cell differentiation

  Thorrez, L., Laudadio, I., Van Deun, K., Quintens, R., Hendrickx, N., Granvik, M., Lemaire, K., Schraenen, A., Van Lommel, L., Lehnert, S., Aguayo-mazzucato, C., Cheng-xue, R., Gilon, P., Van Mechelen, I., Bonner-weir, S., Lemaigre, F. & Schuit, F., 2011, In : Genome Research. 21, 1, p. 95-105

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

  Open Access

  • Essential Genes
  • Cell Differentiation
  • Genes
  • Genome
  • Messenger RNA
  115 Citations (Scopus)

• Voorkeur van studenten en praktijkopleiders huisartsgeneeskunde voor specifieke CanMEDS-competenties: Hebben zij dezelfde voorkeur?

  Krings, F. J., Goedhuys, J., de Mazière, P. & Van Deun, K., 2011, NVMO Congres 2011. Nederlandse Vereniging voor Medisch Onderwijs , 22

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific
• 2010

  Multiple nested reductions of single data modes as a tool to deal with large data sets

  Van Mechelen, I. & Van Deun, K., 2010, Proceedings of COMPSTAT'2010. Lechevallier, Y. & Saporta, G. (eds.). Physica-Verlag, p. 349-358

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific

  • Large Data Sets
  • Imply
  • Reduction Method
  • Object
  • Tsunami
• 2009

  A structured overview of simultaneous component based data integration

  Van Deun, K., Smilde, A. K., Van Der Werf, M. J., Kiers, H. A. & Van Mechelen, I., 2009, In : BMC Bioinformatics. 10, 1, 246.

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

  Open Access

  • Data Integration
  • Data integration
  • Tissue culture
  • Metabolomics
  • Biomolecules
  73 Citations (Scopus)

• Integrating functional genomics data using maximum likelihood based simultaneous component analysis

  Van Den Berg, R. A., Van Mechelen, I., Wilderjans, T. F., Van Deun, K., Kiers, H. A. & Smilde, A. K., 2009, In : BMC Bioinformatics. 10, 1, 340.

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

  Open Access

  • Functional Genomics
  • Genomics
  • Metabolomics
  • Maximum likelihood
  • Noise
  13 Citations (Scopus)

• Testing the hypothesis of tissue selectivity: The intersection-union test and a Bayesian approach

  Van Deun, K., Hoijtink, H., Thorrez, L., Van Lommel, L., Schuit, F. & Van Mechelen, I., 2009, In : BMC Bioinformatics. 25, 19, p. 2588-2594

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

  Open Access

  • Selectivity
  • Bayes Theorem
  • Bayesian Approach
  • Gene
  • Tissue
  10 Citations (Scopus)
• 2008

  Using Ribosomal protein genes as reference: A tale of caution

  Thorrez, L., Van Deun, K., Tranchevent, L., Van Lommel, L., Engelen, K., Marchal, K., Moreau, Y., Van Mechelen, I., Schuit, F. & Huang, S. (ed.), 2008, In : PLoS ONE. 3, 3, e1854.

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

  Open Access

  • Ribosomal Proteins
  • ribosomal proteins
  • Genes
  • Tissue
  • genes
  145 Citations (Scopus)
• 2007

  Joint mapping of genes and conditions via multidimensional unfolding analysis

  Van Deun, K., Marchal, K., Heiser, W. J., Engelen, K. & Van Mechelen, I., 2007, In : BMC Bioinformatics. 8, 1, 181.

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

  Open Access

  • Chromosome Mapping
  • Unfolding
  • Gene
  • Genes
  • Joints
  9 Citations (Scopus)

• Multidimensional unfolding by nonmetric multidimensional scaling of Spearman distances in the extended permutation polytope

  Van Deun, K., Heiser, W. J. & Delbeke, L., 2007, In : Multivariate Behavioral Research. 42, 1, p. 103-132

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

  • Multidimensional Scaling
  • Unfolding
  • Polytope
  • Scaling
  • Permutation
  7 Citations (Scopus)
• 2005

  Interpreting degenerate solutions in unfolding by use of the vector model and the compensatory distance model

  Van Deun, K., Groenen, P. J. F., Heiser, W. J., Busing, F. M. T. A. & Delbeke, L., 2005, In : Psychometrika. 70, 1, p. 45-69

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

  • Unfolding
  • Majorization
  • Farthest Point
  • Degeneracy
  • Optimise
  10 Citations (Scopus)

• Majorization algorithms for inspecting circles, ellipses, squares, rectangles, and rhombi

  Van Deun, K. & Groenen, P. J. F., 2005, In : Operations Research. 53, 6, p. 957-967

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

  • Majorization
  • Location Theory
  • Archaeology
  • Quality Control
  • Psychometrics
  1 Citation (Scopus)

• Multidimensionele schalering van conditionele datamatrices

  Van Deun, K., 2005

  Research output: Thesis › Doctoral Thesis