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Tight inequalities among set hitting times in Markov chains. (English) Zbl 1300.60083
Summary: Given an irreducible discrete time Markov chain on a finite state space, we consider the largest expected hitting time \( T(\alpha )\) of a set of stationary measure at least \( \alpha \) for \( \alpha \in (0,1)\). We obtain tight inequalities among the values of \( T(\alpha )\) for different choices of \( \alpha \). One consequence is that \( T(\alpha ) \leq T(1/2)/\alpha \) for all \( \alpha < 1/2\). As a corollary, we have that, if the chain is lazy in a certain sense as well as reversible, then \( T(1/2)\) is equivalent to the chain’s mixing time, answering a question of Y. Peres [Personal communication, 2012]. We furthermore demonstrate that the inequalities we establish give an almost everywhere pointwise limiting characterisation of possible hitting time functions \( T(\alpha )\) over the domain \( \alpha \in (0,1/2]\).

MSC:
60J10 Markov chains (discrete-time Markov processes on discrete state spaces)
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