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

Computational modeling plays an important role in modern neuroscience research. Much previous research has relied on statistical methods, separately, to address two problems that are actually interdependent. First, given a particular computational model, Bayesian hierarchical techniques have been us...

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Bibliographic Details
Main Authors: Payam Piray, Amir Dezfouli, Tom Heskes, Michael J Frank, Nathaniel D Daw
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2019-06-01
Series:PLoS Computational Biology
Online Access:https://doi.org/10.1371/journal.pcbi.1007043