An isomorphism between branched and geometric rough paths
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 It\^o-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.
Keywords
Cite
@article{arxiv.1712.01965,
title = {An isomorphism between branched and geometric rough paths},
author = {Horatio Boedihardjo and Ilya Chevyrev},
journal= {arXiv preprint arXiv:1712.01965},
year = {2019}
}
Comments
21 pages. Minor corrections. Accepted version to appear in Ann. Inst. H. Poincar\'e Probab. Statist