Publications
2021
Scholarly publications
Erp, S. V., & Browne, W. J. (2021). Bayesian Multilevel Structural Equation Modeling: An Investigation into Robust Prior Distributions for the Doubly Latent Categorical Model. Structural Equation Modeling: A Multidisciplinary Journal. https://doi.org/10.1080/10705511.2021.1915146
2020
Scholarly publications
van Erp, S. J. (2020). Bayesian structural equation modeling: The power of the prior. Tilburg University. https://pure.uvt.nl/ws/portalfiles/portal/41207262/van_Erp_Bayesian_11_09_2020.pdf
van Erp, S. J. (2020). A tutorial on Bayesian penalized regression with shrinkage priors for small sample sizes. In R. van de Schoot, & M. Miočević (Eds.), Small Sample Size Solutions: A Guide for Applied Researchers and Practitioners (pp. 71-84). Routledge.
2019
Scholarly publications
Van Erp, S., Oberski, D. L., & Mulder, J. (2019). Shrinkage priors for Bayesian penalized regression. Journal of Mathematical Psychology, 89, 31-50. https://doi.org/10.1016/j.jmp.2018.12.004
2018
Scholarly publications
van Erp, S., Mulder, J., & Oberski, D. L. (2018). Prior sensitivity analysis in default Bayesian structural equation modeling. Psychological Methods, 23(2), 363-388. https://doi.org/10.1037/met0000162
2017
Scholarly publications
Van Erp, S., Verhagen, J., Grasman, R. P. P. P., & Wagenmakers, E. (2017). Estimates of Between-Study Heterogeneity for 705 Meta-Analyses Reported
in Psychological Bulletin From 1990–2013. Journal of Open Psychology Data, 5(1), 4. https://doi.org/10.5334/jopd.33
Gronau, Q. F., Van Erp, S., Heck, D. W., Cesario, J., Jonas, K. J., & Wagenmakers, E. (2017). A Bayesian model-averaged meta-analysis of the power pose effect with informed and default priors: the case of felt power. Comprehensive Results in Social Psychology, 2(1), 123-138. https://doi.org/10.1080/23743603.2017.1326760