afni.nimh.nih.gov

The two methods are mathematically equivalent -- eliminating the time point from the data and from the regression matrix, or adding a bunch of regressors that are all 0s except a single 1 at the to-be-censored time point. Only a tiny difference should result from trying one method or the other.

The brutal fact is that subjects who move too much produce data than cannot be safely analyzed.