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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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Foilsithe in:Netw Neurosci
Main Authors: Sanchez-Romero, Ruben, Ramsey, Joseph D., Zhang, Kun, Glymour, Madelyn R. K., Huang, Biwei, Glymour, Clark
Formáid: Artigo
Teanga:Inglês
Foilsithe: MIT Press 2019
Ábhair:
Rochtain Ar Líne: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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