Here is an incomplete list of problems we've come up against in FMRI analysis:
RemoveBadScans
ProblemTwoPassNormalization
ReverseNormalization
Transforming_SPM_world_coordinates_to_voxel_coordinates
Getting a region's centre of mass
Extracting_beta,_standard_error_and_confidence_interval_for_a_coordinate