likeajumprope/tapas

Selecting optimal physiological models via statistical model comparison

mrikasper opened this issue · 2 comments

  • Explore interface to Matlab toolbox for statistical model comparison (e.g., MACS)
  • Implement by Following suggestions in PhysIO FAQ

Update: In the BrainHack23 Toronto, @likeajumprope and me managed to achieve the following:

  • Found a publicly available dataset on OpenNeuro to finally demonstrate a full processing pipeline,
  • Get PhysIO and a basic preprocessing pipeline running, up to the F-test statistical parametric maps that show where in the brain the noise models explain signal variance (see screenshot below)
  • All code is in a dedicated repository. now we can continue to try out the model comparison.

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