Iven Van Mechelen

photo

Kwantitatieve Psychologie en Individuele Verschillen

Tiensestraat 102 - bus 3713

3000 Leuven

KU Leuven kaart

lokaal: 01.29

Functies


Curriculum Vitae

 

 

Recente publicaties

  • launch Sies, A., Van Mechelen, I. (2020). C443: A methodology to see a forest for the trees. Journal Of Classification, 37 (3), 730-753. doi: 10.1007/s00357-019-09350-4
  • launch Van Deun, K., Thorrez, L., Coccia, M., Hasdemir, D., Westerhuis, J.A., Smilde, A.K., Van Mechelen, I. (2019). Weighted sparse principal component analysis. Chemometrics And Intelligent Laboratory Systems, 195, Art.No. 103875, 1-13. doi: 10.1016/j.chemolab.2019.103875
  • launch Sies, A., Van Mechelen, I. (2019). Estimating the quality of optimal treatment regimes. Statistics In Medicine, 38, 4925-4938. doi: 10.1002/sim.8342
  • launch Smilde, A.K., Van Mechelen, I. (2019). A Framework for Low-Level Data Fusion. In: M. Cocchi (Eds.), Data Fusion Methodology and Applications, Chapt. 2, (27-50). (Data Handling in Science and Technology, 31). Amsterdam: Elsevier. ISBN: 0444639845. doi: 10.1016/B978-0-444-63984-4.00002-8
  • launch Sies, A., Demyttenaere, K., Van Mechelen, I. (2019). Studying treatment effect heterogeneity in precision medicine through induced subgroups. Journal of Biopharmaceutical Statistics, 29 (3), 491-507. doi: 10.1080/10543406.2019.1579220
  • launch Van Mechelen, I., Vach, W. (2019). Cluster analyses of a target data set from the IFCS Cluster Benchmark Data Repository: Introduction to the special issue. Archives of Data Science, Series B, 1 (1), 1-12. doi: 10.5445/KSP/1000085952/01
  • launch Résibois, M., Rotgé, J-Y., Delaveau, P., Kuppens, P., Van Mechelen, I., Fossati, P., Verduyn, P. (2018). The impact of self-distancing on emotion explosiveness and accumulation: An fMRI study. PLoS One, Art.No. e0206889, 1-19. doi: 10.1371/journal.pone.0206889
  • launch Sies, A., Van Mechelen, I. (sup.) (2018). Towards precision medicine: Identifying relevant treatment-subgroup interactions and estimating optimal tree-based treatment regimes from randomized clinical trial data.
  • launch Résibois, M., Kuppens, P., Van Mechelen, I., Fossati, P., Verduyn, P. (2018). Depression severity moderates the relation between self-distancing and features of emotion unfolding. Personality and Individual Differences, 123, 119-124. doi: 10.1016/j.paid.2017.11.018
  • launch Résibois, M., Kalokerinos, E., Verleysen, G., Kuppens, P., Van Mechelen, I., Fossati, P., Verduyn, P. (2018). The relation between rumination and temporal features of emotion intensity. Cognition & Emotion, 32 (2), 259-274. doi: 10.1080/02699931.2017.1298993

Recente publicaties

  • launch Sies, A., Van Mechelen, I. (2020). C443: A methodology to see a forest for the trees. Journal Of Classification, 37 (3), 730-753. doi: 10.1007/s00357-019-09350-4
  • launch Van Deun, K., Thorrez, L., Coccia, M., Hasdemir, D., Westerhuis, J.A., Smilde, A.K., Van Mechelen, I. (2019). Weighted sparse principal component analysis. Chemometrics And Intelligent Laboratory Systems, 195, Art.No. 103875, 1-13. doi: 10.1016/j.chemolab.2019.103875
  • launch Sies, A., Van Mechelen, I. (2019). Estimating the quality of optimal treatment regimes. Statistics In Medicine, 38, 4925-4938. doi: 10.1002/sim.8342
  • launch Smilde, A.K., Van Mechelen, I. (2019). A Framework for Low-Level Data Fusion. In: M. Cocchi (Eds.), Data Fusion Methodology and Applications, Chapt. 2, (27-50). (Data Handling in Science and Technology, 31). Amsterdam: Elsevier. ISBN: 0444639845. doi: 10.1016/B978-0-444-63984-4.00002-8
  • launch Sies, A., Demyttenaere, K., Van Mechelen, I. (2019). Studying treatment effect heterogeneity in precision medicine through induced subgroups. Journal of Biopharmaceutical Statistics, 29 (3), 491-507. doi: 10.1080/10543406.2019.1579220
  • launch Van Mechelen, I., Vach, W. (2019). Cluster analyses of a target data set from the IFCS Cluster Benchmark Data Repository: Introduction to the special issue. Archives of Data Science, Series B, 1 (1), 1-12. doi: 10.5445/KSP/1000085952/01
  • launch Résibois, M., Rotgé, J-Y., Delaveau, P., Kuppens, P., Van Mechelen, I., Fossati, P., Verduyn, P. (2018). The impact of self-distancing on emotion explosiveness and accumulation: An fMRI study. PLoS One, Art.No. e0206889, 1-19. doi: 10.1371/journal.pone.0206889
  • launch Sies, A., Van Mechelen, I. (sup.) (2018). Towards precision medicine: Identifying relevant treatment-subgroup interactions and estimating optimal tree-based treatment regimes from randomized clinical trial data.
  • launch Résibois, M., Kuppens, P., Van Mechelen, I., Fossati, P., Verduyn, P. (2018). Depression severity moderates the relation between self-distancing and features of emotion unfolding. Personality and Individual Differences, 123, 119-124. doi: 10.1016/j.paid.2017.11.018
  • launch Résibois, M., Kalokerinos, E., Verleysen, G., Kuppens, P., Van Mechelen, I., Fossati, P., Verduyn, P. (2018). The relation between rumination and temporal features of emotion intensity. Cognition & Emotion, 32 (2), 259-274. doi: 10.1080/02699931.2017.1298993
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