Publikationen von Manuel C. Voelkle

Zeitschriftenartikel (36)

2021
Zeitschriftenartikel
Arnold, M., Brandmaier, A. M., & Voelkle, M. C. (2021). Predicting differences in model parameters with individual parameter contribution regression using the R package Ipcr. Psych, 3(3), 360–385. https://doi.org/10.3390/psych3030027
Zeitschriftenartikel
Arnold, M., Voelkle, M. C., & Brandmaier, A. M. (2021). Score-guided structural equation model trees. Frontiers in Psychology, 11, Article 564403. https://doi.org/10.3389/fpsyg.2020.564403
Zeitschriftenartikel
Gische, C., West, S. G., & Voelkle, M. C. (2021). Forecasting causal effects of interventions versus predicting future outcomes. Structural Equation Modeling, 28(3), 475–492. https://doi.org/10.1080/10705511.2020.1780598
2020
Zeitschriftenartikel
Arnold, M., Oberski, D. L., Brandmaier, A. M., & Voelkle, M. C. (2020). Identifying heterogeneity in dynamic panel models with individual parameter contribution regression. Structural Equation Modeling, 27(4), 613–628. https://doi.org/10.1080/10705511.2019.1667240
Zeitschriftenartikel
Hardt, K., Hecht, M., & Voelkle, M. C. (2020). Robustness of individual score methods against model misspecification in autoregressive panel models. Structural Equation Modeling, 27(2), 240–254. https://doi.org/10.1080/10705511.2019.1642755
Zeitschriftenartikel
Karch, J. D., Brandmaier, A. M., & Voelkle, M. C. (2020). Gaussian Process Panel Modeling: Machine learning inspired analysis of longitudinal panel data. Frontiers in Psychology, 11, Article 351. https://doi.org/10.3389/fpsyg.2020.00351
Zeitschriftenartikel
von Oertzen, T., Schmiedek, F., & Voelkle, M. C. (2020). Ergodic subspace analysis. Journal of Intelligence, 8(1), Article 3. https://doi.org/10.3390/jintelligence8010003
Zeitschriftenartikel
Zyphur, M. J., Allison, P. D., Tay, L., Voelkle, M. C., Preacher, K. J., Zhang, Z., Hamaker, E. L., Shamsollahi, A., Pierides, D. C., Koval, P., & Diener, E. (2020). From data to causes I: Building a general cross-lagged panel model (GCLM). Organizational Research Methods, 23(4), 651–687. https://doi.org/10.1177/1094428119847278
Zeitschriftenartikel
Zyphur, M. J., Voelkle, M. C., Tay, L., Allison, P. D., Preacher, K. J., Zhang, Z., Hamaker, E. L., Shamsollahi, A., Pierides, D. C., Koval, P., & Diener, E. (2020). From data to causes II: Comparing approaches to panel data analysis. Organizational Research Methods, 23(4), 688–716. https://doi.org/10.1177/1094428119847280
2019
Zeitschriftenartikel
Hardt, K., Hecht, M., Oud, J. H. L., & Voelkle, M. C. (2019). Where have the persons gone? An illustration of individual score methods in autoregressive panel models. Structural Equation Modeling, 26(2), 310–323. https://doi.org/10.1080/10705511.2018.1517355
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