In Stephen Blundell's "Concepts in Thermal Physics" chapter 4 he derives the Boltzmann distribution. The equation that leads to the Taylor expansion is the following: $$P_s(\epsilon) \propto \Omega(E-\epsilon)$$ where $P_s(\epsilon)$ is the probability of a system in thermal equilibrium with a re...