Expressions for the moments of invariant measures corresponding to a class of discrete-time Markov processes are given. The processes under consideration assume values in

and have stationary transition kernels of exponential type, generalizing the Rayleigh and gamma distributions. The moments of their stationary distributions, obtained by extending a method due to Wold, are given in the form of convergent infinite products of gamma functions.