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ANCOVA regressors in design

In a nutshell: use for VBM, never for fMRI, usually never maybe for VBM and quantitative MRI

In some designs (multiple groups, 2 sample or ANOVA), you can specify "ANCOVA-by-factor" regressors. The factor would usually be the group, and the covariate the global value (mean over the mask).

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Dartmouth wiki: useful compilation about global scaling.

See also VBM manual inĀ DARTEL.