Bayesian regression explains how human participants handle parameter uncertainty

• Jannes Jegminat ,

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: jannes@ini.uzh.ch

  Affiliations Department of Physiology, University of Bern, Bern, Switzerland, Institute of Neuroinformatics and Neuroscience Center Zurich, ETH and the University of Zurich, Zurich, Switzerland

  http://orcid.org/0000-0001-8245-2366

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• Maya A. Jastrzębowska,

  Roles Conceptualization, Data curation, Investigation, Methodology, Software, Writing – review & editing

  Affiliations Laboratory of Psychophysics (LPSY), Brain Mind Institute, School of Life Sciences, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland, Laboratory for Research in Neuroimaging (LREN), Department of Clinical Neuroscience, Lausanne University Hospital (CHUV) and University of Lausanne, Lausanne, Switzerland

  http://orcid.org/0000-0002-2273-2881

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• Matthew V. Pachai,

  Roles Conceptualization, Data curation, Investigation, Methodology

  Affiliations Laboratory of Psychophysics (LPSY), Brain Mind Institute, School of Life Sciences, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland, Department of Psychology, York University, North York, Canada

  http://orcid.org/0000-0003-4427-257X

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• Michael H. Herzog,

  Roles Conceptualization, Methodology, Resources, Supervision, Writing – review & editing

  Affiliation Laboratory of Psychophysics (LPSY), Brain Mind Institute, School of Life Sciences, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland

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• Jean-Pascal Pfister

  Roles Conceptualization, Methodology, Resources, Supervision, Writing – original draft, Writing – review & editing

  Affiliations Department of Physiology, University of Bern, Bern, Switzerland, Institute of Neuroinformatics and Neuroscience Center Zurich, ETH and the University of Zurich, Zurich, Switzerland

  http://orcid.org/0000-0002-1847-3389

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