Hi,
I have performed a linear mixed model analysis on surface data in AFNI using SUMA, resulting in each vertex having a p value. I would like to perform a multiple comparison correction using freesurfer, as an FDR approach in AFNI is to stringent (individual vertex statistical thresholds are low). I would like to run a monte carlo simulation using mri_glmfit on a similar surface with similar parameters to extract a cluster threshold. I am not used to using freesurfer, so bear with me, please.
1) I have created a fsgd file defining the structure of the analysis used. This seems to be the tricky part, as I don't know how to exactly specify the model used. Maybe it suffices to define the data structure. There is two groups (patients, controls) and three timepoints. I want to correct for the group between group difference (contrast 1 -1), but don't know how to specify multiple timepoints per subject.
2) I have smoothed the data with fwhm 3mm in afni. How can I perform the simulation using mri_glmfit-sim and how can I do this without doing the analysis itself in freesurfer?
I would appreciate your advice! Casper