Publications (funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) - GRK 2277 "Statistical Modeling in Psychology")


Peer-reviewed journal articles

Erdfelder, E. & Ulrich, R. (2018). Zur Methodologie von Replikationsstudien. (On the methodology of replication studies.) Psychologische Rundschau, 69, 3-21. https://doi.org/10.1026/0033-3042/a000387

Heck, D. W., Arnold, N. R., & Arnold, D. (2018). TreeBUGS: An R package for hierarchical multinomial-processing-tree modeling. Behavior Research Methods, 50(1), 264–284. https://doi.org/10.3758/s13428-017-0869-7

Miller, R., Scherbaum, S., Heck, D. W., Goschke, T., & Enge, S. (2018). On the relation between the (censored) shifted Wald and the Wiener distribution as measurement models for choice response times. Applied Psychological Measurement, 42(2), 116–135. https://doi.org/10.1177/0146621617710465

Ulrich, R., Miller, J., & Erdfelder, E. (2018). Effect size estimation from t statistics in the presence of publication bias: A brief review of existing approaches with some extensions. Zeitschrift für Psychologie, 226, 56-80. https://doi.org/10.1027/2151-2604/a000319


Talks

2018

Heck, D. W. (2018). TreeBUGS: Hierarchical multinomial processing tree models in R. Tübingen, Germany: Psychoco 2018: International Workshop on Psychometric Computing

Heck, D. W., Erdfelder, E., & Kieslich, P. J. (2018). Jointly modeling mouse-trajectories and accuracies with generalized  processing trees. In 60. Tagung experimentell arbeitender Psychologen. Marburg, Germany.

Kukken, N. & Hütter, M. (2018). Dissociating Intentional and Unintentional Learning Effects in Evaluative Conditioning. In 60. Tagung experimentell arbeitender Psychologen. Marburg, Germany.

Schnuerch, M. & Erdfelder, E. (2018). Controlling statistical decision errors with minimal costs: Relative efficiency of sequential probability ratio t-tests vs. Bayesian t-tests. In 60. Tagung experimentell arbeitender Psychologen. Marburg, Germany.


2017

Heck, D. W., Erdfelder, E., & Kieslich, P. J. (2017). Modeling mouse-tracking trajectories with generalized processing tree models. In 50th Annual Meeting of the Society for Mathematical Psychology. Warwick, UK.

Heck, D. W., Arnold, N. R., & Arnold, D. (2017). TreeBUGS: A user-friendly software for hierarchical multinomial processing tree modeling. In Meeting of the Society of Computers in Psychology. Vancouver, BC.

Heck, D. W., & Erdfelder, E. (2017). A generalized processing tree framework for discrete-state modeling of discrete and continuous variables. In Psychonomic Society 58th Annual Meeting. Vancouver, BC.

Heck, D. W., Hilbig, B. E., & Moshagen, M. (2017). Formalizing and comparing psychologically plausible models of multiattribute decisions. In Meeting of the Society of Judgment and Decision Making. Vancouver, BC.

Heck, D. W. (2017). Extending multinomial processing tree models to response times: The case of the recognition heuristic. Max Planck Institute, Berlin, Germany: Colloquium on Adaptive Rationality (Thorsten Pachur)


Posters

Berkessel, J. & Funk, F. (2018). The Influence of Perceived Remorse on Source Memory for Faces: A Multinomial Processing Tree Approach. In 60. Tagung experimentell arbeitender Psychologen. Marburg, Germany.

Bott, F. & Meiser, T. (2018). Contingency Learning and Choice-Behavior Based on Self-Directed and Other-Directed Information Sampling. In 60. Tagung experimentell arbeitender Psychologen. Marburg, Germany.

Hartmann, R. (2018). Recovering Rasch Model Parameters when the True Latent Traits are not Normally Distributed: Comparison of Bayesian and Likelihood-Based Approaches. In 60. Tagung experimentell arbeitender Psychologen. Marburg, Germany.

Pessach, D. & Klauer, K. C. (2018). Base Rate Task: Not a Measure of Logical Processing. In 60. Tagung experimentell arbeitender Psychologen. Marburg, Germany.

von Krause, M., Lerche, V., Frischkorn, G., Schubert, A.-L., & Voss, A. (2018). The diffusion model can be used to analyse slow response time tasks. In 60. Tagung experimentell arbeitender Psychologen. Marburg, Germany.

Voormann, A., Dittrich, K., Schimpf, N., & Klauer, K. C. (2018). Examining the mechanisms underlying the item-specific proportion congruent effect using the process dissociation procedure. In 60. Tagung experimentell arbeitender Psychologen. Marburg, Germany.