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An isomorphism between branched and geometric rough paths

Boedihardjo, Horatio
•
Chevyrev, Ilya
2019
  • journal article

Periodico
ANNALES DE L'INSTITUT HENRI POINCARE-PROBABILITES ET STATISTIQUES
Abstract
We exhibit an explicit natural isomorphism between spaces of branched and geometric rough paths. This provides a multi-level generalisation of the isomorphism of Lejay–Victoir [J. Differential Equations 225 (2006) 103–133] as well as a canonical version of the Itô–Stratonovich correction formula of Hairer–Kelly [Ann. Inst. Henri Poincaré Probab. Stat. 51 (2015) 207–251]. Our construction is elementary and uses the property that the Grossman–Larson algebra is isomorphic to a tensor algebra. We apply this isomorphism to study signatures of branched rough paths. Namely, we show that the signature of a branched rough path is trivial if and only if the path is tree-like, and construct a non-commutative Fourier transform for probability measures on signatures of branched rough paths. We use the latter to provide sufficient conditions for a random signature to be determined by its expected value, thus giving an answer to the uniqueness moment problem for branched rough paths.
DOI
10.1214/18-aihp912
WOS
WOS:000467793600021
Archivio
https://hdl.handle.net/20.500.11767/148853
info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85066152792
https://arxiv.org/abs/1712.01965
Diritti
open access
license:non specificato
license:copyright dell'editore
license uri:na
license uri:publisher
Soggetti
  • Branched rough paths

  • Butcher group

  • Non-commutative Fouri...

  • Signature

  • Settore MAT/06 - Prob...

  • Settore MATH-03/B - P...

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