Kim De Roover

Summary

Affiliation: Katholieke Universiteit Leuven
Country: Belgium

Publications

  1. ncbi Clusterwise simultaneous component analysis for analyzing structural differences in multivariate multiblock data
    Kim De Roover
    Faculty of Psychology and Educational Sciences, Katholieke Universiteit Leuven, Leuven, Belgium
    Psychol Methods 17:100-19. 2012
  2. ncbi How to perform multiblock component analysis in practice
    Kim De Roover
    Department of Educational Sciences, Katholieke Universiteit Leuven, Andreas Vesaliusstraat 2, B 3000 Leuven, Belgium
    Behav Res Methods 44:41-56. 2012
  3. ncbi A clusterwise simultaneous component method for capturing within-cluster differences in component variances and correlations
    Kim De Roover
    Department of Educational Sciences, Katholieke Universiteit Leuven, B 3000 Leuven, Belgium
    Br J Math Stat Psychol 66:81-102. 2013
  4. ncbi Common and cluster-specific simultaneous component analysis
    Kim De Roover
    Methodology of Educational Sciences Research Unit, KU Leuven, Leuven, Belgium
    PLoS ONE 8:e62280. 2013

Detail Information

Publications4

  1. ncbi Clusterwise simultaneous component analysis for analyzing structural differences in multivariate multiblock data
    Kim De Roover
    Faculty of Psychology and Educational Sciences, Katholieke Universiteit Leuven, Leuven, Belgium
    Psychol Methods 17:100-19. 2012
    ..An algorithm for fitting clusterwise SCA-ECP solutions is proposed and evaluated in a simulation study. Finally, the usefulness of clusterwise SCA is illustrated by empirical examples from eating disorder research and social psychology...
  2. ncbi How to perform multiblock component analysis in practice
    Kim De Roover
    Department of Educational Sciences, Katholieke Universiteit Leuven, Andreas Vesaliusstraat 2, B 3000 Leuven, Belgium
    Behav Res Methods 44:41-56. 2012
    ..Therefore, this article presents the MultiBlock Component Analysis program, which also includes procedures for missing data imputation and model selection...
  3. ncbi A clusterwise simultaneous component method for capturing within-cluster differences in component variances and correlations
    Kim De Roover
    Department of Educational Sciences, Katholieke Universiteit Leuven, B 3000 Leuven, Belgium
    Br J Math Stat Psychol 66:81-102. 2013
    ..The value of the model for empirical research is illustrated with data from psychiatric diagnosis research...
  4. ncbi Common and cluster-specific simultaneous component analysis
    Kim De Roover
    Methodology of Educational Sciences Research Unit, KU Leuven, Leuven, Belgium
    PLoS ONE 8:e62280. 2013
    ..Model estimation and model selection procedures are described and simulation results validate their performance. Also, the method is applied to data from cross-cultural values research to illustrate its empirical value...