Bounds for expected supremum of fractional Brownian motion with drift
We provide upper and lower bounds for the mean $\mathscr{M}(H)$ of $\sup_{t\geq 0} \{B_H(t) - t\}$ , with $B_H(\!\cdot\!)$ a zero-mean, variance-normalized version of fractional Brownian motion with Hurst parameter $H\in(0,1)$ . We find bounds in (semi-) closed form, distinguishing between $H\in(0,\...
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Veröffentlicht in: | Journal of applied probability 2021-06, Vol.58 (2), p.411-427, Article 0021900220000984 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | We provide upper and lower bounds for the mean
$\mathscr{M}(H)$
of
$\sup_{t\geq 0} \{B_H(t) - t\}$
, with
$B_H(\!\cdot\!)$
a zero-mean, variance-normalized version of fractional Brownian motion with Hurst parameter
$H\in(0,1)$
. We find bounds in (semi-) closed form, distinguishing between
$H\in(0,\frac{1}{2}]$
and
$H\in[\frac{1}{2},1)$
, where in the former regime a numerical procedure is presented that drastically reduces the upper bound. For
$H\in(0,\frac{1}{2}]$
, the ratio between the upper and lower bound is bounded, whereas for
$H\in[\frac{1}{2},1)$
the derived upper and lower bound have a strongly similar shape. We also derive a new upper bound for the mean of
$\sup_{t\in[0,1]} B_H(t)$
,
$H\in(0,\frac{1}{2}]$
, which is tight around
$H=\frac{1}{2}$
. |
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ISSN: | 0021-9002 1475-6072 |
DOI: | 10.1017/jpr.2020.98 |