  In this paper we provide a method for constructing joint distributions for an
arbitrary set of observables on finite dimensional Hilbert spaces irrespective
of whether the observables commute or not. These distributions have a number of
desirable properties: they agree with the standard quantum mechanical ones if
the observables commute, they also depend continuously on the observables, and
under unitary transformations they behave in a reasonable manner.
