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  • 标题:Concentration and exact convergence rates for expected Brownian signatures
  • 本地全文:下载
  • 作者:Ni, Hao ; Xu, Weijun
  • 期刊名称:Electronic Communications in Probability
  • 印刷版ISSN:1083-589X
  • 出版年度:2015
  • 卷号:20
  • 期号:0
  • 页码:1-11
  • DOI:10.1214/ECP.v20-3636
  • 语种:English
  • 出版社:Electronic Communications in Probability
  • 摘要:The signature of a $d$-dimensional Brownian motion is a sequence of iterated Stratonovich integrals along the Brownian paths, an object taking values in the tensor algebra over $\mathbb{R}^{d}$. In this article, we derive the exact rate of convergence for the expected signatures of piecewise linear approximations to Brownian motion. The computation is based on the identification of the set of words whose coefficients are of the leading order, and the convergence is concentrated on this subset of words. Moreover, under the choice of $l^)$ tensor norm, we give the explicit value of the leading term constant.
  • 关键词:expected signature; Brownian motion;60G15
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