We propose a variational method to describe some families of probability di
stributions. The given probability distributions are to be found from the k
nowledge of the expected values of some variables. To do that we restate th
e problem as a constrained linear inverse problem, which we then proceed to
solve by the method of maximum entropy on the mean.