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multivariate mediation analysis for EEG signals #30

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sqy1225 opened this issue Mar 15, 2024 · 1 comment
Open

multivariate mediation analysis for EEG signals #30

sqy1225 opened this issue Mar 15, 2024 · 1 comment

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@sqy1225
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sqy1225 commented Mar 15, 2024

Hi everyone,

I want to conduct a mediation analysis for EEG data, and the X variable would be conditions, Y would be reaction times, and Mediator would be amplitudes in each electrodes. But here comes the problem: since there are more than 50 electrodes (i.e. more than 50 mediators) and only 1 X and Y variable, how can I conduct this mediation analysis?
Here's my tentative solution, but I am not sure whether it is possible: Can I conduct mediation analysis for each electrodes, and select those electrodes that have significant mediation effect?

I would really appreciate it if anyone could help me.

@ChVerdonk
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I would be very interested in getting the answer that experts in the use of the MediationToolbox might provide to the question above (from sqy1225)!

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