Research Output per year
Research Output 2005 2019
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
Multiple Imputation
Nominal or categorical data
Longitudinal Data
Markov Model
Time Constant
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. 297–317Research output: Contribution to journal › Article › Scientific › peer-review
job seeker
education
qualification
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. 2268-2289Research output: Contribution to journal › Article › Scientific › peer-review
Open Access
File
Information Storage and Retrieval
Computational Biology
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., 2019, (Accepted/In press) In : Social Science Computer Review.Research output: Contribution to journal › Article › Scientific › peer-review
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. 212-231Research output: Contribution to journal › Article › Scientific › peer-review
Depression
Psychological
Human Behavior
Surveys and Questionnaires
Data Integration
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.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access
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. 56-68Research output: Contribution to journal › Article › Scientific › peer-review
Open Access
File
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. 511-539Research output: Contribution to journal › Article › Scientific › peer-review
Open Access
File
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
Transcription
High-dimensional Data
Antibodies
Covariates
Genes
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, , 2017, In : npj Vaccines. 2, 25.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access
File
Lymph Nodes
Immunologic Adjuvants
Vaccine Immunogenicity
Ligands
QS 21
RegularizedSCA: Regularized simultaneous component based data integration. R package version 0.4.2
Gu, Z. & Van Deun, K., 25 Jun 2017Research output: Other contribution › Other research output
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. 187-199Research output: Contribution to journal › Article › Scientific › peer-review
Data integration
Data structures
Throughput
Computer simulation
Metabolomics
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. 26-33Research output: Contribution to journal › Article › Scientific › peer-review
Recovery
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. 612-622Research output: Contribution to journal › Article › Scientific › peer-review
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
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. 186-198Research output: Contribution to journal › Article › Scientific › peer-review
Theoretical Models
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. 403-425Research output: Contribution to journal › Article › Scientific › peer-review
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. 576-587Research output: Contribution to journal › Article › Scientific › peer-review
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. 40-51Research output: Contribution to journal › Article › Scientific › peer-review
Gene expression
Immunology
Data integration
Singular value decomposition
Fermentation
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. 36-43Research output: Contribution to journal › Article › Scientific › peer-review
Principal component analysis
Linear regression
Tuning
Recovery
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. 822-833Research output: Contribution to journal › Article › Scientific › peer-review
Statistical Factor Analysis
Factor Analysis
Key Words
Emotion
Person
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
Information Storage and Retrieval
Genes
Data integration
Pheromones
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. 757-768Research 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
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. 95-105Research output: Contribution to journal › Article › Scientific › peer-review
Open Access
Essential Genes
Cell Differentiation
MicroRNAs
Epigenomics
Histones
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 , 22Research 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. 349-358Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific
Tissue
Tsunamis
Genes
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
Biomolecules
Escherichia coli
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
Maximum likelihood
Maximum Likelihood
Escherichia coli
Recovery
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. 2588-2594Research output: Contribution to journal › Article › Scientific › peer-review
Open Access
Selectivity
Bayesian Approach
Union
Intersection
Tissue
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
Genes
Essential Genes
Tissue
Microarrays
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
Genes
Gene
Microarrays
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. 103-132Research output: Contribution to journal › Article › Scientific › peer-review
Unfolding
Polytope
Permutation
Scaling
Spearman's coefficient
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. 45-69Research output: Contribution to journal › Article › Scientific › peer-review
Unfolding
Majorization
Farthest Point
Loss Function
Signed
Majorization algorithms for inspecting circles, ellipses, squares, rectangles, and rhombi
Van Deun, K. & Groenen, P. J. F., 2005, In : Operations Research. 53, 6, p. 957-967Research output: Contribution to journal › Article › Scientific › peer-review
Quality control
Majorization
Experiments
Archaeology
Numerical experiment
Multidimensionele schalering van conditionele datamatrices
Van Deun, K., 2005Research output: Thesis › Doctoral Thesis › Scientific