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This was somewhat addressed in #20, but we're currently using an unpaired t-test. It's likely that a paired t-test would have slightly better power, but we need to verify that the cross-validation folds being compared are actually the same between runs, in order to use the paired test.
A t-test with FDR correction would probably work fine as a first pass at this.
We should also compare signal to shuffled prediction.
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