Are you performing the analysis at the individual or population level?
> what regions "Both Hands" activation is the greatest
For this, you can conduct two separate tests: (1) "Both Hands" > "Left Hand", and (2) "Both Hands" > "Right Hand". Then obtain the conjunction of the two.
> what regions "Both Hands" activation is unique
By "unique" do you mean the brain regions where "Both Hands" is activated but neither "Left Hand" nor "Right Hand"? If so, you're hitting the territory where the conventional statistics cannot directly address: you can’t use p > 0.05 as an evidence of a lack of an effect. If you're willing to perform the analysis at the ROI level, it might be possible to make such an inference under the Bayesian framework: [
afni.nimh.nih.gov]
Gang
Edited 1 time(s). Last edit at 02/09/2018 12:02PM by Gang.