Mathematics > Probability
[Submitted on 18 Jul 2022 (v1), last revised 13 Dec 2023 (this version, v3)]
Title:On the Wiener Chaos Expansion of the Signature of a Gaussian Process
View PDFAbstract:We compute the Wiener chaos decomposition of the signature for a class of Gaussian processes, which contains fractional Brownian motion (fBm) with Hurst parameter H in (1/4, 1). At level 0, our result yields an expression for the expected signature of such processes, which determines their law [CL16]. In particular, this formula simultaneously extends both the one for 1/2 < H-fBm [BC07] and the one for Brownian motion (H = 1/2) [Faw03], to the general case H > 1/4, thereby resolving an established open problem. Other processes studied include continuous and centred Gaussian semimartingales.
Submission history
From: Emilio Ferrucci [view email][v1] Mon, 18 Jul 2022 08:13:41 UTC (260 KB)
[v2] Wed, 16 Nov 2022 22:17:15 UTC (263 KB)
[v3] Wed, 13 Dec 2023 00:18:14 UTC (243 KB)
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