Serial Correlation in AFNI: 3dREMLfit
3dREMLfit is a replacement for 3dDeconvolve that allows for serial correlation in the FMRI time series.
For details, see
http://afni.nimh.nih.gov/pub/dist/doc/misc/3dREMLfit/