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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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Detalles Bibliográficos
Autores principales: Piray, Payam, Dezfouli, Amir, Heskes, Tom, Frank, Michael J., Daw, Nathaniel D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6581260/
https://www.ncbi.nlm.nih.gov/pubmed/31211783
http://dx.doi.org/10.1371/journal.pcbi.1007043