[Mne_analysis] Linear regression on Time Frequency data

S.P.H. Speer speer at rsm.nl
Mon Jun 29 09:23:47 EDT 2020
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Dear MNE-team,

I'm trying to run a linear regression analysis on Time-Frequency data. I've got the average TFR for each for each subject and want to regress and individual difference measure on the time frequency data for a specific channel. The data has the same dimensions as for running linear regression on epochs but instead of channels I'm using frequencies. Unfortunately the linear_regression function provided by MNE does not allow TFR data as input. Is there a workaround for this problem? I would also like to run cluster-based permutation tests on the results of the linear regression to estimate significance. Would that be feasible?

Thank you very much for your help,

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