On ε-coupling and piecewise constant processes

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Abstract

We show that if a stochastic process (Zs)s∈[0,∞) on a general state space with piecewise constant paths having finitely many jumps in finite intervals admits ε-coupling to a stationary process (Zs*)s∈[0,∞) for each ε > 0 then Zt tends in total variation to Z0* as t → ∞. This result is applied in renewal theory to the total life process, to processes regenerative in the wide sense (regeneration as in Harris chains), and to the queue GI/GI/k with traffic intensity strictly between 0 and 1 but without assuming that the system ever empties.

Original languageEnglish
Pages (from-to)27-38
Number of pages12
JournalCommunications in Statistics. Part C: Stochastic Models
Volume13
Issue number1
DOIs
Publication statusPublished - 1997

Other keywords

  • Convergence in distribution
  • GI/GI/k
  • Regeneration
  • Total life
  • Total variation
  • ε-coupling

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