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The Berry-Esseen theorem for functionals of discrete Markov chains
Authors:E. Bolthausen
Affiliation:(1) Fachbereich Mathematik, Technische Universität Berlin, 4Straße des 17. Juni 135, 1000 Berlin 12
Abstract:Summary The error bound O(1/radicn) is derived in the central limit theorem for partial sums 
$$sumlimits_{j = 1}^n {f(xi _j )} $$
where xgrj is a recurrent discrete Markov chain and f is a real valued function on the state space. In particular it is shown that for bounded f and starting distribution dominated by some multiple of the stationary one, it is sufficient for the chain to have recurrence times with third moments on order to get this bound.
Keywords:
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