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Published November 5, 2020 | Version v1
Journal article

Analytical Survival Analysis of the Ornstein–Uhlenbeck Process

  • 1. Nordita, Royal Institute of Technology and Stockholm University (Sweden)
  • 2. Stockholm University. Department of Mathematics (Sweden)
  • 3. Yale University (United States)

Description

We use asymptotic methods from the theory of differential equations to obtain an analytical expression for the survival probability of an Ornstein–Uhlenbeck process with a potential defined over a broad domain. We form a uniformly continuous analytical solution covering the entire domain by asymptotically matching approximate solutions in an interior region, centered around the origin, to those in boundary layers, near the lateral boundaries of the domain. The analytic solution agrees extremely well with the numerical solution and takes into account the non-negligible leakage of probability that occurs at short times when the stochastic process begins close to one of the boundaries. Given the range of applications of Ornstein–Uhlenbeck processes, the analytic solution is of broad relevance across many fields of natural and engineering science.

Additional details

Identifiers

Publishing Information

Journal Title
Journal of Statistical Physics
Journal Volume
181
Journal Issue
6
Journal Page Range
p. 2404-2414
ISSN
0022-4715
CODEN
JSTPBS

Optional Information

Copyright
Copyright (c) 2020 © The Author(s) 2020