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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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Detalhes bibliográficos
Publicado no:Netw Neurosci
Main Authors: Sanchez-Romero, Ruben, Ramsey, Joseph D., Zhang, Kun, Glymour, Madelyn R. K., Huang, Biwei, Glymour, Clark
Formato: Artigo
Idioma:Inglês
Publicado em: MIT Press 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6370458/
https://ncbi.nlm.nih.gov/pubmed/30793083
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1162/netn_a_00061
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