Moments of recurrence times for Markov chains

3Citations
Citations of this article
9Readers
Mendeley users who have this article in their library.

Abstract

We consider moments of the return times (or first hitting times) in an irreducible discrete time discrete space Markov chain. It is classical that the finiteness of the first moment of a return time of one state implies the finiteness of the first moment of the first return time of any other state. We extend this statement to moments with respect to a function f, where f satisfies a certain, best possible condition. This generalizes results of K. L. Chung (1954) who considered the functions f (n) = np and wondered “[⃛] what property of the power np lies behind this theorem [⃛]” (see Chung (1967), p. 70). We exhibit that exactly the functions that do not increase exponentially � neither globally nor locally � fulfill the above statement. © 2011 Association for Symbolic Logic.

Cite

CITATION STYLE

APA

Aurzada, F., Döring, H., Ortgiese, M., & Scheutzow, M. (2011). Moments of recurrence times for Markov chains. Electronic Communications in Probability, 16, 296–303. https://doi.org/10.1214/ECP.v16-1632

Register to see more suggestions

Mendeley helps you to discover research relevant for your work.

Already have an account?

Save time finding and organizing research with Mendeley

Sign up for free