Publications

  • Schnuerch, M., Haaf, J. M., Sarafoglou, A., & Rouder, J. N. (submitted). Meaningful comparisons with ordinal-scale items. PsyArXiv.

  • Sarafoglou, A., Aust, F., Marsman, M., Wagenmakers, E.-J., & Haaf, J. M. (submitted). multibridge: An R package to evaluate informed hypotheses in Binomial and Multinomial models. PsyArXiv.

  • Rouder, J. N., Kumar, A., & Haaf, J. M. (submitted). Why Most Studies of Individual Differences With Inhibition Tasks Are Bound To Fail. PsyArxiv.

  • Rouder, J. N., & Haaf, J. M. (submitted). Optional Stopping and the Interpretation of The Bayes Factor. PsyArXiv.

  • Hoogeveen, S., Haaf, J. M., Bulbulia, J., Ross, R. M., McKay, R., Altay, S., … van Elk, M. (submitted). The Einstein effect: Global evidence for scientific source credibility effects and the influence of religiosity. PsyArXiv.

  • Kucina, T., Wells, L., Lewis, I., de Salas, K., Kohl, A., Palmer, M., Sauer, J.D., Matzke, D., Aidman, E., & Heathcote, A. (2022). A solution to the reliability paradox for decision-conflict tasks. Manuscript submitted for publication.

  • Nunez, M. D., Vandekerckhove, J., & Srinivasan, R. (2022). A tutorial on fitting joint models of M/EEG and behavior to understand cognition. Preprint.

  • Heathcote, A., Garton, R., Hinder, M.R., Reynolds, A., Tanis, C., & Matzke, D. (2022). Slower processing dominates executive-function deficits in cognitive aging. Manuscript submitted for publication.

  • Tanis, C.C., Heathcote, A., Zrubka, M., & Matzke, D. (2022). A hybrid approach to dynamic cognitive psychometrics. Manuscript submitted for publication.

  • Ghaderi-Kangavari, A., Amani Rad, J., Parand, K. & Nunez, M.D. (2022). Neuro-cognitive models of single-trial EEG measures describe latent effects of spatial attention during perceptual decision making. bioRxiv.

  • Choo, Y., Matzke, D., Bowren, M. D, Tranel, D., & Wessel, J. R. (2022). Right inferior frontal cortex damage impairs initiation of inhibitory control, but not its implementation. Manuscript submitted for publication.  

  • Sebastian, A., Forstmann, B.U., & Matzke, D. (2022). Reliability of triggering the stop process is related to prefrontal-subthalamic hyperdirect pathway recruitment. Manuscript submitted for publication. 

  • Ghaderi-Kangavari, A., Rad, J. A., & Nunez, M. D. (2022). A general integrative neurocognitive modeling framework to jointly describe EEG and decision-making on single trials. PsycArXiv Preprints.

  • Sun, Q. J., Vo, K., Lui, K., Nunez, M., Vandekerckhove, J., & Srinivasan, R. (2022). Decision SincNet: Neurocognitive models of decision making that predict cognitive processes from neural signals. arXiv preprint arXiv:2208.02845.

  • van Doorn, J., Haaf, J.M., Stefan, A.M., Wagenmakers, E.-J., Cox, G.E., Davis-Stober, C.P., Heathcote, A., Heck, D., Kalish, M., Kellen, D., Matzke, D., Morey, R.D., Nicenboim, B., van Ravenzwaaij, D., Rouder, J.N., Shiffrin, R.M., Schad, D.J., Singmann, H., Vasishth, S., Verissimo, J., Chandramouli, S., Dunn, J.C., Gronau, Q.F., Navarro, D., Yadav, H., Bockting, F., Linde, M., McMullin, S.D., Schnuerch, M., & Aust. F. (2022). Bayes factors for mixed models: A discussion. Manuscript submitted for publication.

  • Isherwood, S.J.S, Bazin, P.L., Miletic, S., Trutti, A.C., Tse, D.H.Y, Stevenson, N.R., Heathcote, A., Matzke, D., Innes, R.J., Habli, S., Sokolowski, D.R., Goa, P.E., Alkemade, A., Haberg, A.K., & Forstmann, B.U. Intra-individual networks of response inhibition and interference resolution at 7T. Manuscript submitted for publication. 

  • Stefan, A., Katsimpokis, D., Gronau, Q. F., & Wagenmakers, E.-J. (submitted). Expert agreement in prior
    elicitation and its effects on Bayesian inference.
    Manuscript submitted for publication.

  • Wagenmakers, E.-J., Gronau, Q. F., & Vandekerckhove, J. (submitted). Five Bayesian intuitions for the
    stopping rule principle.
    Manuscript submitted for publication.

  • Boehm, U., Evans, N.J., Gronau, Q.F, Matzke, D., Wagenmakers, E.-J., Heathcote, A. (submitted). Computing and using Inclusion Bayes factors for mixed and random effect Diffusion Decision Models. Manuscript submitted for publication.

  • Weigard, A., Matzke, D., Tanis, C., & Heathcote, A. (submitted). Cognitive process modeling addresses context independence violations in the ABCD study stop-signal task. Manuscript submitted for publication.

  • Ghaderi-Kangavari, A., Parand, K., Ebrahimpour, R., Nunez, M. D.,  Rad, J. A. (2021). How spatial attention affects the decision process: looking through the lens of Bayesian hierarchical diffusion model & EEG analysis. Manuscript submitted for publication.

  • Dablander, F*., Blanken, T. F*., Tanis, C. C*., Breed, R., Coffeng, L. E., Crommelin, D., … Borsboom, D. (2021). A Multidisciplinary Perspective on COVID-19 Exit Strategies. Manuscript submitted for puplication. [* shared first authorship]

  • Borsboom, D., Blanken, T. F., Dablander, F., Tanis, C. C., Van Harreveld, F., & Van Mieghem, P. (2021). The lighting of the BECONs: A behavioral data science approach to tracking interventions in COVID-19 research. Manuscript submitted for publication.

  • Matzke, D., Strickland, L., Sripada, C., Weigard, A., Puri, R., He, J.L., Hirst, R.J., & Heathcote, A. (submitted). Stopping timed actions. Manuscript submitted for publication.

  • Nunez, M.D. (2020). pyhddmjags: example Hierarchical Drift Diffusion Model (HDDM) code using JAGS in Python. Repository version 0.4.4

  • Nunez, M.D., Horton, C., Deng, s., Winter, W., & Srinivasan, R. (2018) – artscreenEEG: MATLAB repository to perform basic artifact correction on EEG data. MATLAB package version 0.14.2