Filtered Brownian motions as weak limit of filtered Poisson processes

Laurent Decreusefond, Nicolas Savy

Research output: Contribution to journalArticlepeer-review

Abstract

The main result of this paper is a limit theorem which shows the convergence in law, on a Hölderian space, of filtered Poisson processes (a class of processes which contains shot noise process) to filtered Brownian motion (a class of processes which contains fractional Brownian motion) when the intensity of the underlying Poisson process is increasing. We apply the theory of convergence of Hilbert space valued semimartingales and use a radonification result.

Original languageEnglish
Pages (from-to)283-292
Number of pages10
JournalBernoulli
Volume11
Issue number2
DOIs
Publication statusPublished - 1 Apr 2005
Externally publishedYes

Keywords

  • Filtered Poisson process
  • Fractional Brownian motion
  • Hilbert-valued martingales
  • Weak convergence

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