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June 09, 2021 09:01PM
I am glad for the perspective that separate residuals in this case would probably be fine. The plan is to do representational similarity analysis following on from a behavioral study looking at an interesting subset of ~700 images from the full set. So deriving one "representation" per image is the goal.

I would have been comfortable modeling each session separately if each session contained the same conditions---that would feel like a good fit for mixed effects analysis. But since the conditions are different across all sessions and runs, I was reluctant to circumvent the memory limitations by splitting the data by session.Thanks again.
Subject Author Posted

Modeling the BOLD5000 dataset

ChrisCox June 08, 2021 10:06PM

Re: Modeling the BOLD5000 dataset

Gang June 09, 2021 05:38PM

Re: Modeling the BOLD5000 dataset

ChrisCox June 09, 2021 09:01PM

Re: Modeling the BOLD5000 dataset

rick reynolds June 10, 2021 11:59AM

Re: Modeling the BOLD5000 dataset

ChrisCox June 10, 2021 03:07PM

Re: Modeling the BOLD5000 dataset

RWCox June 10, 2021 11:17AM

Re: Modeling the BOLD5000 dataset

ChrisCox June 10, 2021 02:56PM



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