A note on concentration inequalities for the overlapped batch mean variance estimators for Markov chains

Eric Moulines, Alexey Naumov, Sergey Samsonov

In this paper, we study the concentration properties of quadratic forms associated with Markov chains using the martingale decomposition method introduced by Atchadé and Cattaneo…