  In this paper we apply the Diffusion approximation procedure to a discrete
time Adaptive Markov Chain Monte Carlo (AMCMC) method when the target
distribution is standard Normal. We show that the limiting distribution of the
diffusion admits a density which we identify as the standard Normal
distribution.
