How to solve this GLM problem

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Jord Vink
Jord Vink 2018-7-13
I have a dataset with 58 EEG channels per patient. I would like to solve this equation:
X1*b1 + X2*b2 + c = Y
X1 is a 57x1 vector X2 is a 57x1 vector Y is a 57x1 vector
I can easily solve this for each patient individually, which will give me the b-values and T- en p-statistics.
However, I would like to obtain statistically useful information on the entire population of 42 patients. I don't think a multivariate GLM will work as both the patients as the channels are observations, not variables.
Looking forward to hearing from you!

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