Jannik Orzek

LIFE Fellow from 2019 to 2023, Humboldt-Universität zu Berlin

Dr. rer. nat.

Dissertation completed in January 2024

Regularization Strategies for Extended Structural Equation Models

(Advisor: Manuel Völkle)

Selected Publications

Boker, S. M., Daniel, K. E., & Orzek, J. H. (2023). Separating long-term equilibrium adaptation from short-term self-regulation dynamics using latent differential equations. Multivariate Behavioral Research. Advance online publication. https://doi.org/10.1080/00273171.2023.2228302

Orzek, J. H., Arnold, M., & Voelkle, M. C. (2023). Striving for sparsity: On exact and approximate solutions in regularized structural equation models. Structural Equation Modeling, 30(6), 956–973. https://doi.org/10.1080/10705511.2023.2189070

Orzek, J. H., & Voelkle, M. C. (2023). Regularized continuous time structural equation models: A network perspective. Psychological Methods, 28(6), 1286–1320. https://doi.org/10.1037/met0000550