Abstract
It is demonstrated that the distributions over single-particle states for Boltzmann, Bose-Einstein, and Fermi-Dirac statistics describing N non-interacting identical particles follow directly from the principle of maximum entropy. It is seen that the notions of indistinguishability and coarse graining are secondary, if not irrelevant. A detailed examination of the structure of the Boltzmann limit is provided.