Necessary and sufficient conditions for recurrence and transience of Markov chains, in terms of inequalities

Author:

Mertens Jean-François,Samuel-Cahn Ester,Zamir Shmuel

Abstract

For an aperiodic, irreducible Markov chain with the non-negative integers as state space it is shown that the existence of a solution to in which yi → ∞is necessary and sufficient for recurrence, and the existence of a bounded solution to the same inequalities, with yk < yo, · · ·, yN–1 for some kN, is necessary and sufficient for transience.

Publisher

Cambridge University Press (CUP)

Subject

Statistics, Probability and Uncertainty,General Mathematics,Statistics and Probability

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