Finally, while modeling time and location jointly is more expressive than modeling each signal separately, the joint approach also creates much more bins (and hence more multinomial parameters), making data scarcity a severe issue.
jointly we have |∆ T | × |∆ L | bins, but separately we only have |∆ T | + |∆ L | bins.