English

Stochastic Comparisons between hitting times for Markov Chains and words' occurrences

Probability 2014-03-25 v2

Abstract

We develop some sufficient conditions for the stochastic ordering between hitting times, in a fixed state, for two Markov chains. In particular, we focus attention on the so called \emph{skip-free} case. In the analysis of such a case, we develop a special type of coupling. We also compare different types of relations between two, non-necessarily skip-free, Markov chains on the same state space. Such relations have a natural role in establishing the usual and the asymptotic stochastic ordering between the probability distributions of hitting times. Finally, we present some discussions and examples related with words' occurrences.

Keywords

Cite

@article{arxiv.1210.1116,
  title  = {Stochastic Comparisons between hitting times for Markov Chains and words' occurrences},
  author = {Emilio De Santis and Fabio Spizzichino},
  journal= {arXiv preprint arXiv:1210.1116},
  year   = {2014}
}

Comments

20 pages