Orthogonalization of regressors in FMRI models.

The occurrence of collinearity in fMRI-based GLMs (general linear models) may reduce power or produce unreliable parameter estimates. It is commonly believed that orthogonalizing collinear regressors in the model will solve this problem, and some software packages apply automatic orthogonalization....

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Bibliographic Details
Main Authors: Jeanette A Mumford, Jean-Baptiste Poline, Russell A Poldrack
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2015-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4412813?pdf=render