When studying variation in medicine, traditional hypothesis-testing pr
ocedures are too limited to obtain useful inferences except in special
situations. More generally, full probability modelling is necessary.
Even a relatively simple example can illustrate this point rather dram
atically. The development and application of full-probability methods
for medical problems comprise exciting areas for statistical and medic
al researchers, especially if working together.