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math.ST2013

Diffusive Limits for Adaptive MCMC for Normal Target densities

Gopal K. Basak, Arunangshu Biswas

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…