Publications

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  • Gronau, Q.F., Hinder, M.R., Salomoni, S.E., Matzke, D., & Heathcote, A. (2023). A unified account of simple and response-selective inhibition. Manuscript submitted for publication. 

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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