The concept of overfitting the data in GLM
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Dear friends,
GLM is very popular as a statistical framework in the fMRI data analysis. In the context of Resting-state Analysis, if we put too many noise components to regress out (e.g. obtained through ICA performed at the earlier stage), is it possible that overfitting occurs?
thank you,
ananda