A set-indexed fractional Brownian motion

Research output: Contribution to journalArticlepeer-review

23 Scopus citations

Abstract

We define and prove the existence of a fractional Brownian motion indexed by a collection of closed subsets of a measure space. This process is a generalization of the set-indexed Brownian motion, when the condition of independance is relaxed. Relations with the Lévy fractional Brownian motion and with the fractional Brownian sheet are studied. We prove stationarity of the increments and a property of self-similarity with respect to the action of solid motions. Moreover, we show that there no "really nice" set indexed fractional Brownian motion other than set-indexed Brownian motion. Finally, behavior of the set-indexed fractional Brownian motion along increasing paths is analysed.

Original languageEnglish
Pages (from-to)337-364
Number of pages28
JournalJournal of Theoretical Probability
Volume19
Issue number2
DOIs
StatePublished - Jun 2006

Keywords

  • Fractional Brownian motion
  • Gaussian processes
  • Self-similarity
  • Set-indexed processes
  • Stationarity

Fingerprint

Dive into the research topics of 'A set-indexed fractional Brownian motion'. Together they form a unique fingerprint.

Cite this