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Estimating feedforward and feedback effective connections from fMRI time series: Assessments of statistical methods

We test the adequacies of several proposed and two new statistical methods for recovering the causal structure of systems with feedback from synthetic BOLD time series. We compare an adaptation of the first correct method for recovering cyclic linear systems; Granger causal regression; a multivariat...

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Detalles Bibliográficos
Autores principales:	Sanchez-Romero, Ruben, Ramsey, Joseph D., Zhang, Kun, Glymour, Madelyn R. K., Huang, Biwei, Glymour, Clark
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MIT Press 2019
Materias:	Research Articles
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6370458/ https://www.ncbi.nlm.nih.gov/pubmed/30793083 http://dx.doi.org/10.1162/netn_a_00061

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