It doesn't matter at all what "mathematics" you use to "analyze" music because the purpose of these modes of communication goes beyond the arbitrary sounds chosen -- what does matter is what is being represented by those sounds.

Statistics is for the analysis of systems in equilibrium. Language by definition is a non-equilibrium system.