Bound state quantum mechanics is formulated as a statistical theory in which averages seem to be given by the recipe: = integral dx W(x) B W(x) where W(x) is the wavefunction and B an operator. If B is strictly a function of x, the = Integral dx d(x) B(x), where d(x)=W(x)W(x) is the spatial density and the recipe is exactly of the form of statistical mechanics. In the case that momentum is present, it is represented by ihbar d/dx operating on W(x) and so matters differ from classical statistical mechanics. In this note, we try to express bound state quantum mechanics in terms of complex probabilities (with phase) and show how absolute P(x), P(p) probabilities and also conditional P(x/p) and P(p/x) appear in the theory. We then suggest tha...