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A Hierarchical Modeling Approach to Data Analysis and Study Design in a Multi-Site Experimental FMRI Study

We propose a hierarchical Bayesian model for analyzing multi-site experimental fMRI studies. Our method takes the hierarchical structure of the data (subjects are nested within sites, and there are multiple observations per subject) into account and allows for modeling between-site variation. Using...

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Detalhes bibliográficos
Main Authors: Zhou, Bo, Konstorum, Anna, Duong, Thao, Tieu, Kinh H., Wells, William M., Brown, Gregory G., Stern, Hal S., Shahbaba, Babak
Formato: Artigo
Idioma:Inglês
Publicado em: 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4142354/
https://ncbi.nlm.nih.gov/pubmed/25107616
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11336-012-9298-9
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