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Multivariate linear regression of high‐dimensional fMRI data with multiple target variables

Multivariate regression is increasingly used to study the relation between fMRI spatial activation patterns and experimental stimuli or behavioral ratings. With linear models, informative brain locations are identified by mapping the model coefficients. This is a central aspect in neuroimaging, as i...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:Hum Brain Mapp
Hauptverfasser: Valente, Giancarlo, Castellanos, Agustin Lage, Vanacore, Gianluca, Formisano, Elia
Format: Artigo
Sprache:Inglês
Veröffentlicht: John Wiley and Sons Inc. 2013
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6869070/
https://ncbi.nlm.nih.gov/pubmed/23881872
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/hbm.22318
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