The purpose of this paper is to analyze the maxima properties (value a
nd position) of some data structures. Our theorems concern the distrib
ution of these random variables. Previously known results usually deal
t with the mean and sometimes the variance of the random variables. Ma
ny of our results rely on diffusion techniques. This is a very powerfu
l tool that has already been used with some success in algorithm compl
exity analysis.