Before revision:  However, analyzing measures with respect to complete ranges of their  values is a difficult and challenging task.
After revision:  To make this decision in an informed manner, one should study and compare general properties of candidate measures. However, analysing measures with respect to complete ranges of their values is a difficult and challenging task.