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 (2006) as well as a canonical version of the Itô-Stratonovich correction formula of Hairer-Kelly (2015). 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.
| Original language | English |
|---|---|
| Article number | 2 |
| Pages (from-to) | 1131-1148 |
| Number of pages | 21 |
| Journal | Annales de l'Institut Henri Poincaré, Probabilités et Statistiques |
| Volume | 55 |
| Early online date | 14 May 2019 |
| DOIs | |
| Publication status | Published - 30 Jun 2019 |
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