4.3 Article

Asymptotics of supremum distribution of α(t)-locally stationary Gaussian processes

期刊

STOCHASTIC PROCESSES AND THEIR APPLICATIONS
卷 118, 期 11, 页码 2022-2037

出版社

ELSEVIER SCIENCE BV
DOI: 10.1016/j.spa.2007.11.010

关键词

Exact asymptotics; Gaussian process; Local stationarity; Multifractional Brownian motion

资金

  1. KBN [1 P03A 03128]
  2. European Community [MTKD-CT-2004-013389]

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We study the exact asymptotics of P(sup(t is an element of[0,S]) X (t) > u), as u -> infinity, for centered Gaussian processes with the covariance function satisfying 1 - Cov (X (t), X (t+h)) = A (t)vertical bar h vertical bar alpha((t)) + o (vertical bar h vertical bar alpha((t))), as h -> 0. The obtained results complement those already considered in the literature for the case of locally stationary Gaussian processes in the sense of Berman, where alpha(t) equivalent to alpha. It appears that the behavior of alpha(t) in the neighborhood of its global minimum on [0, S] significantly influences the asymptotics. As an illustration we work out the case of X(t) being a standardized multifractional Brownian motion. (C) 2007 Elsevier B.V. All rights reserved.

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