3 Publications

Publications in Process

Langenberg, B., Helm, J. L., & Mayer, A. (submitted). Bayesian analysis of multi-factorial experimental designs using SEM. https://osf.io/acz62/

Refereed Journal Articles

Langenberg, B., Helm, J., Günther, T., & Mayer, A. (in press). Understanding, testing, and relaxing sphericity of repeated measures ANOVA with manifest and latent variables using SEM. Methodology. https://osf.io/87jnq/

Helm, J. L., Langenberg, B., Grossman, E., Poulin, J., & Mayer, A. (2022). Using structural equation modeling in place of between-subjects analysis of variance. Structural Equation Modeling: A Multidisciplinary Journal, 1–9. https://doi.org/10.1080/10705511.2022.2033977

Kiefer, C., Lemmerich, F., Langenberg, B., & Mayer, A. (2022). Subgroup discovery in structural equation models. Psychological Methods. https://doi.org/10.1037/met0000524

Langenberg, B., Janczyk, M., Koob, V., Kliegl, R., & Mayer, A. (2022). A tutorial on using the paired t-test for power calculations in repeated measures ANOVA with interactions. Behavior Research Methods. https://doi.org/10.3758/s13428-022-01902-8

Langenberg, B., Wurpts, I. C., Geuke, G. G. M., & Onghena, P. (2022). Estimating and testing causal mediation effects in single-case experimental designs using state-space modeling. Evaluation & the Health Professions, 45(1), 8–21. https://doi.org/10.1177/01632787211067533

Langenberg, B., Helm, J. L., & Mayer, A. (2020). Repeated measures ANOVA with latent variables to analyze interindividual differences in contrasts. Multivariate Behavioral Research. https://doi.org/10.1080/00273171.2020.1803038

Refereed Book Chapters

Mayer, A., Kiefer, C., Langenberg, B., & Lemmerich, F. (2021). Using subgroup discovery and latent growth curve modeling to identify unusual developmental trajectories. In U. Engel, A. Quan-Haase, S. X. Liu, & L. Lyberg (Eds.), Handbook of computational social science, volume 2: Data science, statistical modelling, and machine learning methods (pp. 244–266). Routledge. https://doi.org/10.4324/9781003025245

Refereed Proceedings

Langenberg, B., & Mayer, A. (2022). Differences in longitudinal trajectories between groups - the multi-group latent growth components approach. Proceedings of the 9th European Congress of Methodology. https://doi.org/10.7203/PUV-OA-438-5

Lemmerich, F., Kiefer, C., Langenberg, B., Cacho Aboukhalil, J., & Mayer, A. (2020). Mining exceptional mediation models. Proceedings of the 25th International Symposium, ISMIS 2020, 318–328. https://doi.org/10.1007/978-3-030-59491-6_30

Dissertation

Langenberg, B. (2022). Repeated measures ANOVA with latent variables: A new approach based on structural equation modeling [Doctoral dissertation, Bielefeld University]. https://doi.org/10.4119/unibi/2963576

Software

Langenberg, B. (2021). sccm: Single-case causal mediation analysis (Version 0.1) [Computer software]. Retrieved August 27, 2021, from https://github.com/langenberg/sccm

Langenberg, B. (2022). powerANOVA: estimating power in repeated measures ANOVA (Version 0.2) [Computer software]. Retrieved May 18, 2022, from https://github.com/langenberg/powerANOVA

Langenberg, B., Kiefer, C., Lemmerich, F., & Mayer, A. (2020). subgroupsem: An R package for mining exceptional models (Version 0.1) [Computer software]. https://github.com/langenberg/subgroupsem

Langenberg, B., & Mayer, A. (2020). semnova: Latent repeated measures ANOVA (Version 0.2.0) [Computer software]. Retrieved October 7, 2021, from https://langenberg.github.io/semnova-man

Conference Talks

Azzam, B., Roscher, B., Schelenz, R., Jacobs, G., Langenberg, B., & Mayer, A. (2018). Identification of unexpected patterns and relationships in wind turbine scada data using dynamic structural equation modeling. 14th EAWE PhD Seminar on Wind Energy.

Langenberg, B., Helm, J. L., & Mayer, A. (2019). Comparing and extending SEM approaches for repeated measures designs. 14th Conference of the Section Methods and Evaluation of the German Psychological Society.

Langenberg, B., & Mayer, A. (2018). Repeated measures ANOVA with latent variables using the latent growth component approach. 8th European Congress of Methodology.

Langenberg, B., & Mayer, A. (2019). Interindividual differences in causal effects from multi-factorial repeated measures experimental designs. Single Subject Causal Mediation Analysis Workshop in Leiden, Netherlands.

Langenberg, B., & Mayer, A. (2020). The semnova package for latent repeated measures ANOVA. 12th International Workshop on Psychometric Computing.

Langenberg, B., & Mayer, A. (2021). Implementing sphericity in multivariate latent variable models. 9th European Congress of Methodology.