(2000), Wermter and Hahn (2004)), however, have already observed that ranking the candidates merely by their frequency of occurrence fares quite well compared with various more sophisticated association measures (AMs such as t-test, loglikelihood, etc.).
the precision/recall value comparison between the various AMs exhibits a rather inconclusive picture in  and  as to whether sophisticated statistical AMs are actually more viable than frequency counting.