Extreme events for fractional Brownian motion with drift: Theory and numerical validation

Maxence Arutkin, Benjamin Walter, and Kay Jörg Wiese
Phys. Rev. E 102, 022102 – Published 4 August 2020

Abstract

We study the first-passage time, the distribution of the maximum, and the absorption probability of fractional Brownian motion of Hurst parameter H with both a linear and a nonlinear drift. The latter appears naturally when applying nonlinear variable transformations. Via a perturbative expansion in ɛ=H1/2, we give the first-order corrections to the classical result for Brownian motion analytically. Using a recently introduced adaptive-bisection algorithm, which is much more efficient than the standard Davies-Harte algorithm, we test our predictions for the first-passage time on grids of effective sizes up to Neff=2282.7×108 points. The agreement between theory and simulations is excellent, and by far exceeds in precision what can be obtained by scaling alone.

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  • Received 13 October 2019
  • Revised 21 February 2020
  • Accepted 30 June 2020

DOI:https://doi.org/10.1103/PhysRevE.102.022102

©2020 American Physical Society

Physics Subject Headings (PhySH)

  1. Research Areas
Statistical Physics & Thermodynamics

Authors & Affiliations

Maxence Arutkin1, Benjamin Walter2, and Kay Jörg Wiese3

  • 1UMR CNRS 7083 Gulliver, ESPCI Paris, 10 rue Vauquelin, 75005 Paris, France
  • 2Department of Mathematics, Imperial College London, London SW7 2AZ, United Kingdom
  • 3Laboratoire de Physique de l'Ecole Normale Supérieure, ENS, Université PSL, CNRS, Sorbonne Université, Université Paris-Diderot, Sorbonne Paris Cité, 24 rue Lhomond, 75005 Paris, France

See Also

Sampling first-passage times of fractional Brownian motion using adaptive bisections

Benjamin Walter and Kay Jörg Wiese
Phys. Rev. E 101, 043312 (2020)

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Vol. 102, Iss. 2 — August 2020

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