• Title of article

    On the ergodic decomposition for a class of Markov chains

  • Author/Authors

    Costa، نويسنده , , O.L.V. and Dufour، نويسنده , , F.، نويسنده ,

  • Issue Information
    روزنامه با شماره پیاپی سال 2005
  • Pages
    15
  • From page
    401
  • To page
    415
  • Abstract
    In this paper we present sufficient conditions for the Doeblin decomposition, and necessary and sufficient conditions for an ergodic decomposition for a Markov chain satisfying a T’-condition, which is a condition adapted from the paper (Statist. and Probab. Lett. 50 (2000) 13). Under no separability assumption on the σ -field, it is shown that the T’-condition is sufficient for the condition that there are no uncountable disjoint absorbing sets and, under some hypothesis, it is also necessary. For the case in which the σ -field is countable generated and separated, this condition is equivalent to the existence of a T continuous component for the Markov chain. Furthermore, under the assumption that the space is a compact separable metric space, it is shown that the Foster–Lyapunov criterion is necessary and sufficient for the existence of an invariant probability measure for the Markov chain, and that every probability measure for the Markov chain is, in this case, non-singular.
  • Keywords
    Countable ergodic decomposition , Markov chain , Invariant probability measures
  • Journal title
    Stochastic Processes and their Applications
  • Serial Year
    2005
  • Journal title
    Stochastic Processes and their Applications
  • Record number

    1577569