Abstract: Statistical function method, researched by Reeds and others, can deal efficiently with a kind of statistics. But an obvious deficiency is that statistical functions don't contain some statistics in common use such as U_statistics, kernel density estimates, etc., In this paper, generalized statististical function is proposed and its asymptotical theory is developed, which can remedy the above defect.