Bounds for expected supremum of fractional Brownian motion with drift
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| Publication date | 06-2021 |
| Journal | Journal of Applied Probability |
| Volume | Issue number | 58 | 2 |
| Pages (from-to) | 411-427 |
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| 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.
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| 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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Bounds for expected supremum of fractional Brownian motion
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