Improving the reliability of model-based decision-making estimates in the two-stage decision task with reaction-times and drift-diffusion modeling

Nitzan Shahar; Tobias U. Hauser; Michael Moutoussis; Rani Moran; Mehdi Keramati; NSPN consortium; Raymond J. Dolan

doi:10.1371/journal.pcbi.1006803

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Open Access

Peer-reviewed

Research Article

Improving the reliability of model-based decision-making estimates in the two-stage decision task with reaction-times and drift-diffusion modeling

Nitzan Shahar ,

Roles Conceptualization, Formal analysis, Investigation, Methodology, Project administration, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: nitzan.shahar@ucl.ac.uk

Affiliations Wellcome Centre for Human Neuroimaging, University College London, London, United Kingdom, Max Planck UCL Centre for Computational Psychiatry and Ageing Research, London, United Kingdom

http://orcid.org/0000-0002-1364-6738

⨯
Tobias U. Hauser,

Roles Conceptualization, Formal analysis, Methodology, Validation, Writing – review & editing

Affiliations Wellcome Centre for Human Neuroimaging, University College London, London, United Kingdom, Max Planck UCL Centre for Computational Psychiatry and Ageing Research, London, United Kingdom

http://orcid.org/0000-0002-7997-8137

⨯
Michael Moutoussis,

Roles Conceptualization, Formal analysis, Methodology, Validation, Writing – review & editing

Affiliations Wellcome Centre for Human Neuroimaging, University College London, London, United Kingdom, Max Planck UCL Centre for Computational Psychiatry and Ageing Research, London, United Kingdom

http://orcid.org/0000-0002-4751-0425

⨯
Rani Moran,

Roles Formal analysis, Methodology, Validation, Writing – review & editing

Affiliations Wellcome Centre for Human Neuroimaging, University College London, London, United Kingdom, Max Planck UCL Centre for Computational Psychiatry and Ageing Research, London, United Kingdom

http://orcid.org/0000-0002-7641-2402

⨯
Mehdi Keramati,

Roles Conceptualization, Methodology, Validation, Writing – review & editing

Affiliations Wellcome Centre for Human Neuroimaging, University College London, London, United Kingdom, Max Planck UCL Centre for Computational Psychiatry and Ageing Research, London, United Kingdom
⨯
NSPN consortium,
Raymond J. Dolan

Roles Conceptualization, Funding acquisition, Project administration, Resources, Supervision, Writing – review & editing

Affiliations Wellcome Centre for Human Neuroimaging, University College London, London, United Kingdom, Max Planck UCL Centre for Computational Psychiatry and Ageing Research, London, United Kingdom
⨯

Improving the reliability of model-based decision-making estimates in the two-stage decision task with reaction-times and drift-diffusion modeling

Nitzan Shahar,
Tobias U. Hauser,
Michael Moutoussis,
Rani Moran,
Mehdi Keramati,
NSPN consortium,
Raymond J. Dolan

Published: February 13, 2019
https://doi.org/10.1371/journal.pcbi.1006803

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