Hierarchical Bayesian inference for concurrent model fitting and comparison for group studies

• Payam Piray ,

  Roles Conceptualization, Formal analysis, Methodology, Software, Validation, Writing – original draft

  * E-mail: ppiray@princeton.edu

  Affiliation Princeton Neuroscience Institute, Princeton University, Princeton, New Jersey, United States of America

  http://orcid.org/0000-0002-8100-6628

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• Amir Dezfouli,

  Roles Formal analysis, Software, Writing – original draft

  Affiliation Data61, CSIRO, Sydney, Australia

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• Tom Heskes,

  Roles Conceptualization, Formal analysis, Writing – review & editing

  Affiliation Institute for Computing and Information Sciences, Radboud University, the Netherlands

  http://orcid.org/0000-0002-3398-5235

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• Michael J. Frank,

  Roles Conceptualization, Formal analysis, Writing – review & editing

  Affiliation Department of Cognitive, Linguistics, and Psychological Sciences, Brown University, Providence, Rhode Island, United States of America

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• Nathaniel D. Daw

  Roles Conceptualization, Formal analysis, Funding acquisition, Writing – original draft

  Affiliation Princeton Neuroscience Institute, Princeton University, Princeton, New Jersey, United States of America

  http://orcid.org/0000-0001-5029-1430

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