I am looking for advice on ways (?the best way?) to test for regional power differences in 64-channel EEG data.
I have sleep data for 3 groups of participants. I want to see if there are regional differences in power between groups in each sleep stage. I have an epochs object for each sleep stage of interest (N2, N3, REM).
I have seen in papers some groups will do ANOVAs to compare regional power between groups. I am wondering if there are any MNE functions which neatly perform regional comparisons. I’ve found the spatio-temporal clustering test and tutorial, which I think might do the job and avoids pre-define regions of interest (mne.stats.spatio_temporal_cluster_test — MNE 1.0.2 documentation) but I am interested if anyone recommends something different?
- MNE version: 0.24.0
- operating system: Windows 10