The purpose of this work is twofold: to provide a rigorous mathematical foundation
for study of the probability distributions of observables in quantum statistical mechanics,
and to apply the theory to examples of physical interest. Although the work will primarily
interest mathematicians and mathematical physicists, I believe that results of purely physical
interest (and at least one rather surprising result) are here as well.