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Let's think about the irreducibility and aperiodicity conditions of the Basic Limit Theorem as applied to the Metropolis method. Suppose that the graph structure on
Let's think about the irreducibility and aperiodicity conditions of the Basic Limit Theorem as applied to the Metropolis method. Suppose that the graph structure on the state space S is a connected graph. Let be any distribution other than _rw, the stationary distribution of a random walk on the graph. Show that the Basic Limit Theorem implies that the Metropolis chain converges in distribution to .
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