Bounds for expected supremum of fractional Brownian motion with drift

Open Access
Authors
Publication date 06-2021
Journal Journal of Applied Probability
Volume | Issue number 58 | 2
Pages (from-to) 411-427
Organisations
  • Faculty of Science (FNWI) - Korteweg-de Vries Institute for Mathematics (KdVI)
  • Faculty of Science (FNWI)
Abstract
We provide upper and lower bounds for the mean M (H) of supp t≥0{BH (t)} , with BH (.) a zero-mean, variance-normalized version of fractional Brownian motion with Hurst parameter H  ∈ (o,1). We find bounds in (semi-) closed form, distinguishing between H ∈ (0, ½] and H ∈ [½, 1) , where in the former regime a numerical procedure is presented that drastically reduces the upper bound. For H ∈ (0, ½] , the ratio between the upper and lower bound is bounded, whereas for H  ∈ [½, 1) the derived upper and lower bound have a strongly similar shape. We also derive a new upper bound for the mean of sup t∈[0,1] BH (t), H  ∈ (0, ½] , which is tight around H = ½.

Document type Article
Note © The Author(s), 2021. Published by Cambridge University Press on behalf of Applied Probability Trust.
Language English
Published at https://doi.org/10.1017/jpr.2020.98
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