To more accurately capture differences in the hemodynamic response between the two conditions, I recommend using the following model specification with 3dLMEr
instead of 3dLME
:
3dLMEr \
...
-model "condition*timepoint + age + gender + movie" \
...
In the output, the interaction term condition:timepoint
primarily reflects the differential hemodynamic response between the two conditions.
Alternatively, you may consider using 3dMSS
, as described in this AFNI blog post and the associated paper, which focuses on enhancing sensitivity to HDR differences through profile estimation.
Gang Chen