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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Bibliografiset tiedot
Julkaisussa:Netw Neurosci
Päätekijät: Sanchez-Romero, Ruben, Ramsey, Joseph D., Zhang, Kun, Glymour, Madelyn R. K., Huang, Biwei, Glymour, Clark
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: MIT Press 2019
Aiheet:
Research Articles
Linkit: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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