[Eeglablist] p-value and t-test on ERPs
Makoto Miyakoshi
mmiyakoshi at ucsd.edu
Thu Jul 2 13:13:07 PDT 2020
Dear Haneen,
There are a fixed effect model and a random effect model.
https://urldefense.com/v3/__https://www.meta-analysis.com/downloads/Meta-analysis*20Fixed-effect*20vs*20Random-effects*20models.pdf__;JSUlJQ!!Mih3wA!TY9TJrs6DBZ9cp6l5NTDE-IFijLxY07676mMaxbZxpUJkhuVWl6BseRKdXLlD1dCWjuWXw$
That being said, traditionally, in your case you take individual mean first
and run the t-test across subjects.
Makoto
On Wed, Jul 1, 2020 at 1:50 AM Haneen Alsuradi <haneen at nyu.edu> wrote:
> Hi EEGLAB list,
>
> I have a question on calculating the p-value of ERPs under two conditions,
> c1 and c2 (for a specific channel). I have 20 subjects, each performed 50
> trials for c1 and performed 50 trials for c2. I have 500 data point for
> each trial. My aim is to find the time points/time period where there is a
> significant difference between the neural activity under the two
> conditions. So my plan was to conduct 500 two sample t-test between the two
> conditions.
>
> However, I am not sure, should I take the average of the 50 trials per
> subject and then conduct the t-test or should I give the 50 trials as is
> without averaging and conduct the t-test?
>
> Will appreciate your feedback and insight.
>
> Thanks
> Haneen
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