Pure rough path signature-tail asymptotics conjecture
Pure rough path signature-tail asymptotics conjecture
Let be a finite-dimensional Banach space, and let the tensor products be equipped with given reasonable tensor algebra norms. Let be a Lie polynomial of degree , and write for projection to . For a pure -rough path , the signature tail asymptotics is defined using the degree- signature components; in the algebraic formulation this quantity is
Pure rough path signature-tail asymptotics conjecture. For every pure -rough path, the tail asymptotics equals its local -variation, namely
This extends the bounded-variation formula and is consistent with the Brownian-motion case. The result is known for , and for with the -norm it is established for and some cases in degrees ; the general statement remains open.
Sources & referencesView supporting material
Primary source
Horatio Boedihardjo, Xi Geng and Nikolaos P. Souris, “Path Developments and Tail Asymptotics of Signature for Pure Rough Paths”, arXiv:1811.12170 (2019).
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