Published August 31, 2003 | Version v1
Journal article

Constants in the asymptotics of small deviation probabilities for Gaussian processes and fields

Creators

  • 1. M.V. Lomonosov Moscow State University, Moscow (Russian Federation)

Description

This paper presents a survey of results on computing the small deviation asymptotics for Gaussian measures, that is, the asymptotics of the probabilities μ(εD), ε→0, where D is a bounded domain in a Banach space (B,||.||) (for example, D-{x element of B:||x||≤1}) and μ a Gaussian measure on B. The main attention is focused on calculating the values of constants in the exact or logarithmic asymptotics. The survey contains new numerical results; some erroneous assertions in previous papers on this topic are also noted. The following classes of Gaussian processes and fields are studied in detail: Wiener processes and related processes, Brownian bridges, Bessel processes, vector Wiener processes, Gaussian Markov processes, Gaussian processes with stationary increments, fractional Ornstein-Uhlenbeck processes, n-parameter fractional Brownian motion, n-parameter Wiener-Chentsov fields, and the Wiener pillow. Results on small deviations are presented in diverse norms, namely, the sup-norm, Hilbert norms, Lp-norms, Hoelder norms, Orlicz norms, and weighted sup-norms. About 30 problems concerned with finding exact constants in asymptotic expressions for small deviations are posed. The relation to Chung's law of the iterated logarithm is also considered, and a number of other results are presented

Availability note (English)

Available from http://dx.doi.org/10.1070/RM2003v058n04ABEH000643

Additional details

Publishing Information

Journal Title
Russian Mathematical Surveys
Journal Volume
58
Journal Issue
4
Journal Page Range
p. 725-772
ISSN
0036-0279
CODEN
RMSUAF

INIS

Country of Publication
United Kingdom
Country of Input or Organization
International Atomic Energy Agency (IAEA)
INIS RN
40074844
Subject category
S71: CLASSICAL AND QUANTUM MECHANICS, GENERAL PHYSICS;
Descriptors DEI
ASYMPTOTIC SOLUTIONS; BANACH SPACE; BROWNIAN MOVEMENT; GAUSSIAN PROCESSES; MARKOV PROCESS; PROBABILITY; VECTORS
Descriptors DEC
MATHEMATICAL SOLUTIONS; MATHEMATICAL SPACE; SPACE; STOCHASTIC PROCESSES; TENSORS