Lauren,
If you're interested in comparing the sex difference of the EOF
association with the voxel-level z-score, it’s crucial to clarify whether the sex
difference in EOF
is causal. If sex
is a causal factor for differences in EOF
, then EOF
would serve as a mediator. In that case, centering EOF
within each sex group is appropriate. If causality is not assumed (i.e., the observed sex
difference in EOF
is due to sampling), consider cross-sex centering for EOF
. For a deeper dive into this subtlety, refer to this blog post.
For your model specification, you might try:
3dMVM ... \
-bsVars "EOF*sex+age" \
-qVars "EOF,age" \
...
Gang Chen