Skip to main navigation Skip to search Skip to main content

A NON-COMPENSATED CLARK–OCONE FORMULA FOR FUNCTIONALS OF COUNTING PROCESSES

  • ENSAE
  • Universite Jean-Jaures

Research output: Contribution to journalArticlepeer-review

Abstract

In this paper, we develop a representation formula of Clark–Ocone type for any integrable Poisson functionals, which extends the Poisson imbedding for point processes. This representation formula differs from the classical Clark–Ocone formula on three accounts. First the representation holds with respect to the Poisson measure instead of the compensated one; second the representation holds true in L1 and not in L2; and finally contrary to the classical Clark–Ocone formula the integrand is defined as a pathwise operator and not as a L2-limiting object. We make use of Malliavin’s calculus and of a decomposition with uncompensated iterated integrals derived in [Hillairet and Réveillac, Electron. J. Probab. 29 (2024) 1–33] to establish this non-compensated Clark–Ocone representation formula and to characterize the integrand, which turns out to be a predictable integrable process.

Original languageEnglish
Pages (from-to)158-183
Number of pages26
JournalESAIM - Probability and Statistics
Volume29
DOIs
Publication statusPublished - 1 Jan 2025
Externally publishedYes

Keywords

  • Clark–Ocone formula
  • Hawkes processes
  • Malliavin’s calculus
  • Poisson imbedding representation

Fingerprint

Dive into the research topics of 'A NON-COMPENSATED CLARK–OCONE FORMULA FOR FUNCTIONALS OF COUNTING PROCESSES'. Together they form a unique fingerprint.

Cite this