Publications

In press

Steingroever, H., 
Pachur, T., Smíra, M., & Lee, M.D. (in press). Bayesian techniques for analyzing group differences in the Iowa gambling task: A case study of intuitive and deliberate decision makers. Psychonomic Bulletin & Review[Download material]
j
Wagenmakers, E.-J., Love, J., Marsman, M., Jamil, T., Ly, A., Verhagen, A. J., Selker, R., Gronau, Q. F., Dropmann, D., Boutin, B., Meerhoff, F., Knight, P., Raj, A., van Kesteren, E.-J., van Doorn, J., Smíra, M., Epskamp, S., Etz, A., Matzke, D., de Jong, T., van den Bergh, D., Sarafoglou, A., Steingroever, H., Derks, K., Rouder, J. N., & Morey, R. D. (in press). Bayesian inference for psychology. Part II: Example applications with JASP. Psychonomic Bulletin & Review.


Submitted

Gronau,  Q. F.,  Sarafoglou,  A.,  Matzke,  D.,  Ly,  A.,  Boehm,  U.,  Marsman,  M., Leslie,  D.  S.,  Forster,  J.  J.,  Wagenmakers,  E.–J.,  & Steingroever,  H.  (submitted).   A tutorial on bridge sampling.

Steingroever, H., Wabersich, D., & Wagenmakers, E.-J. (submitted). Modeling across-trial variability in Wald drift rate parameter. [Download material: OSF GitHub]
j

2016

Steingroever, H., Wetzels, R., & Wagenmakers, E.-J. (2016). Bayes factors for reinforcement-learning models of the Iowa gambling task. Decision, 3, 115 - 131. [Supplemental text] [Download material]

Cramer, A.O.J., van Ravenzwaaij, D., Matzke, D., Steingroever, H., Wetzels, R., Grasman, R.P.P.P., Waldorp, L., & Wagenmakers, E.-J. (2016). Hidden multiplicity in multiway ANOVA: Prevalence and remedies. Psychonomic Bulletin & Review, 23, 640 - 647.


2015

Wagenmakers, E.-J., Beek, T., Rotteveel, M., Gierholz, A., Matzke, D., Steingroever, H., Ly, A., Verhagen, A. J., Selker, R., Sasiadek, A., Gronau, Q. F., Love, J., & Pinto, Y. (2015). Turning the hands of time again: A purely confirmatory replication study and a Bayesian analysis. Frontiers in Psychology: Cognition, 6:494.

Rotteveel, M., Gierholz, A., Koch, G., Van Aalst, C., Pinto, Y., Matzke, D., Steingroever, H., Verhagen, J., Beek, T. F., Selker, R., Sasiadek. A., & Wagenmakers., E.–J. (2015). On the automatic link between affect and tendencies to approach and avoid: Chen and Bargh (1999) revisited. Frontiers in Psychology: Cognition, 6:335.

Steingroever, H., Davis, H., Fridberg, D.J., Horstmann, A., Kjome, K.L., Kumari, V., Lane, S.D., Maia, T.V., McClelland, J.L., Pachur, T., Premkumar, P., Stout, J., Wetzels, R., Wood, S., Worthy, D.A., & Wagenmakers, E.-J. (2015). Data from 617 healthy participants performing the Iowa gambling task: A "many labs" collaborationJournal of Open Psychology Data, 3:e5. [Supplemental text]

Steingroever, H., Wetzels, R., & Wagenmakers, E.-J. (2015). w=.2, a=.8, c=.6: So what? On the meaning of parameter estimates from reinforcement-learning models. Decision2, 228 - 235.

Wagenmakers, E.-J., Verhagen, A. J., Ly, A., Matzke, D., Steingroever, H., Rouder, J. N., & Morey, R. D. (2015). The need for Bayesian hypothesis testing in psychological science. In Lilienfeld, S. O., & Waldman, I. (Eds.), Psychological Science Under Scrutiny: Recent Challenges and Proposed Solutions. John Wiley and Sons.


2014

Steingroever, H., Wetzels, R., & Wagenmakers, E.-J. (2014). Absolute performance of reinforcement-learning models for the Iowa gambling task. Decision, 1, 161 - 183. [Download material]

Steingroever, H. & Wagenmakers, E.-J. (2014). Performance and awareness in the Iowa gambling task. Comment on "Unconscious influences on decision making: A critical review". Behavioral and Brain Sciences, 37, 41 - 42.


2013

Steingroever, H., Wetzels, R., & Wagenmakers, E.-J. (2013). Validating the PVL-Delta model. Frontiers in Decision Neuroscience, 4: 898. [Download material PSP study] [Download material Stan]

Steingroever, H., Wetzels, R., & Wagenmakers, E.-J. (2013). A comparison of reinforcement-learning models for the Iowa gambling task using parameter space partitioning. The Journal of Problem Solving, 5, Article 2. [Download code

Steingroever, H., Wetzels, R., Horstmann, A., Neumann, J., & Wagenmakers, E.-J. (2013). Performance of healthy participants on the Iowa gambling task. Psychological Assessment, 25, 180 - 193.
Comments