 While there is large variation in how statistical procedures and inferences are organized, they all agree on the use of modern measure-theoretic probability theory (Kolmogorov ), or a near kin, as the means to express hypotheses and relate them to data. By itself, a probability function is simply a particular kind of mathematical function, used to express the measure of a set (cf. Billingsley 1995). 