Photo of Kim De Roover
  • Prof. Cobbenhagenlaan 225, Simon Building, room S 805

    5037 DB Tilburg

    Netherlands

20122019
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Research Output 2012 2019

2019
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Statistical Factor Analysis
factor analysis
Artifacts
time
artifact

Detecting which variables alter component interpretation across multiple groups: A resampling-based method

Gvaladze, S., De Roover, K., Tuerlinckx, F. & Ceulemans, E., 2019, In : Behavior Research Methods.

Research output: Contribution to journalArticleScientificpeer-review

Resampling
Congruence
Simulation
Heuristics
Principal Components
13 Downloads (Pure)
Open Access
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Longitudinal Study
Factor analysis
Factor Analysis
factor analysis
longitudinal study
7 Downloads (Pure)

On the exploratory road to unraveling factor loading non-invariance: A new multigroup rotation approach

De Roover, K. & Vermunt, J. K., 2019, In : Structural Equation Modeling. 26, 6, p. 905-923

Research output: Contribution to journalArticleScientificpeer-review

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2017
14 Downloads (Pure)

Mixture simultaneous factor analysis for capturing differences in latent variables between higher level units of multilevel data

De Roover, K., Vermunt, J. K., Timmerman, M. E. & Ceulemans, E., 6 Mar 2017, In : Structural Equation Modeling. 24, 4, p. 506-523

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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simultaneous analysis
Latent Variables
Factor analysis
Factor Analysis
factor analysis
2016

Family demographic profiles and their relationship with the quality of executive functioning subcomponents in kindergarten

Vandenbroucke, L., Verschueren, K., Ceulemans, E., De Smedt, B., De Roover, K. & Baeyens, D., Jun 2016, In : British Journal of Developmental Psychology. 34, 2, p. 226-244

Research output: Contribution to journalArticleScientificpeer-review

16 Downloads (Pure)

Overlapping clusterwise simultaneous component analysis

De Roover, K., Ceulemans, E. & Giordani, P., 15 Aug 2016, In : Chemometrics & Intelligent Laboratory Systems. 156, p. 249-259

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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2015

Older adults' affective experiences across 100 days are less variable and less complex than younger adults'

Brose, A., de Roover, K., Ceulemans, E. & Kuppens, P., Mar 2015, In : Psychology and Aging. 30, 1, p. 194-208

Research output: Contribution to journalArticleScientificpeer-review

2014
5 Downloads (Pure)

Switching Principal Component Analysis for Modeling Means and Covariance Changes Over Time

De Roover, K., Timmerman, M. E., Van Diest, I., Onghena, P. & Ceulemans, E., Mar 2014, In : Psychological Methods. 19, 1, p. 113-132 20 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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8 Downloads (Pure)

What's hampering measurement invariance: detecting non-invariant items using clusterwise simultaneous component analysis

De Roover, K., Timmerman, M. E., De Leersnyder, J., Mesquita, B. & Ceulemans, E., 20 Jun 2014, In : Frontiers in Psychology. 5, 11 p., 604.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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2013
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A clusterwise simultaneous component method for capturing within-cluster differences in component variances and correlations

De Roover, K., Ceulemans, E., Timmerman, M. E. & Onghena, P., Feb 2013, In : British Journal of Mathematical and Statistical Psychology. 66, 1, p. 81-102 22 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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15 Downloads (Pure)

Common and Cluster-Specific Simultaneous Component Analysis

De Roover, K., Timmerman, M. E., Mesquita, B. & Ceulemans, E., 8 May 2013, In : PLoS ONE. 8, 5, 14 p., 62280.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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2 Downloads (Pure)

Modeling Differences in the Dimensionality of Multiblock Data by Means of Clusterwise Simultaneous Component Analysis

De Roover, K., Ceulemans, E., Timmerman, M. E., Nezlek, J. B. & Onghena, P., Oct 2013, In : Psychometrika. 78, 4, p. 648-668 21 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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Subspace K-means clustering

Timmerman, M. E., Ceulemans, E., De Roover, K. & Van Leeuwen, K., Dec 2013, In : Behavior Research Methods. 45, 4, p. 1011-1023 13 p.

Research output: Contribution to journalArticleScientificpeer-review

2012
24 Downloads (Pure)

Clusterwise Simultaneous Component Analysis for Analyzing Structural Differences in Multivariate Multiblock Data

De Roover, K., Ceulemans, E., Timmerman, M. E., Vansteelandt, K., Stouten, J. & Onghena, P., Mar 2012, In : Psychological Methods. 17, 1, p. 100-119 20 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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9 Downloads (Pure)

How to perform multiblock component analysis in practice

De Roover, K., Ceulemans, E. & Timmerman, M. E., Mar 2012, In : Behavior Research Methods. 44, 1, p. 41-56 16 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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