A Hierarchical Bayesian Implementation of the Experience-Weighted Attraction Model

Zhang, Zhihao; Chandra, Saksham; Kayser, Andrew; Hsu, Ming; Warren, Joshua L.

doi:10.1162/cpsy_a_00028

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November 01 2020

A Hierarchical Bayesian Implementation of the Experience-Weighted Attraction Model

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Zhihao Zhang

0000-0003-2643-6841

,

Zhihao Zhang

Haas School of Business, University of California, Berkeley, California, USA

Social Science Matrix, University of California, Berkeley, California, USA

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Saksham Chandra,

Saksham Chandra

Department of Biostatistics, Yale University, New Haven, Connecticut, USA

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Andrew Kayser

0000-0001-5102-2136

,

Andrew Kayser

Helen Wills Neuroscience Institute, University of California, Berkeley, California, USA

Department of Neurology, University of California, San Francisco, California, USA

Department of Neurology, VA Northern California Health Care System, Mather, California, USA

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Ming Hsu

0000-0001-7195-3579

,

Ming Hsu

Haas School of Business, University of California, Berkeley, California, USA

Social Science Matrix, University of California, Berkeley, California, USA

Helen Wills Neuroscience Institute, University of California, Berkeley, California, USA

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Joshua L. Warren

Department of Biostatistics, Yale University, New Haven, Connecticut, USA

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Author and Article Information

Zhihao Zhang

https://orcid.org/0000-0003-2643-6841

Haas School of Business, University of California, Berkeley, California, USA

Social Science Matrix, University of California, Berkeley, California, USA

Saksham Chandra

Department of Biostatistics, Yale University, New Haven, Connecticut, USA

Andrew Kayser

https://orcid.org/0000-0001-5102-2136

Helen Wills Neuroscience Institute, University of California, Berkeley, California, USA

Department of Neurology, University of California, San Francisco, California, USA

Department of Neurology, VA Northern California Health Care System, Mather, California, USA

Ming Hsu

https://orcid.org/0000-0001-7195-3579

Haas School of Business, University of California, Berkeley, California, USA

Social Science Matrix, University of California, Berkeley, California, USA

Helen Wills Neuroscience Institute, University of California, Berkeley, California, USA

Joshua L. Warren

Department of Biostatistics, Yale University, New Haven, Connecticut, USA

Received: February 20 2020

Accepted: August 18 2020

Computational Psychiatry (2020) 4: 40–60.

https://doi.org/10.1162/cpsy_a_00028

A Hierarchical Bayesian Implementation of the Experience-Weighted Attraction Model

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A Hierarchical Bayesian Implementation of the Experience-Weighted Attraction Model

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