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First-exit-time problems for two-dimensional Wiener and Ornstein–Uhlenbeck processes through time-varying ellipses.

Authors :
Di Crescenzo, Antonio
Giorno, Virginia
Nobile, Amelia G.
Spina, Serena
Source :
Stochastics: An International Journal of Probability & Stochastic Processes. Jan2024, Vol. 96 Issue 1, p696-727. 32p.
Publication Year :
2024

Abstract

We study the first-exit-time problem for the two-dimensional Wiener and Ornstein–Uhlenbeck processes through time-varying ellipses which run according to specific rules depending on the processes. We obtain the Laplace Transform of the first-exit-time probability density function and the corresponding moments. For both processes, some computational results on the first-exit-time densities are provided by means of the numerical inversion of the relevant Laplace Transforms. Moreover, we also investigate the asymptotic behaviour of the first-exit-time moments when the ellipse grows. In particular, an asymptotic exponential trend holds for the first-exit-time density of the mean-reverting Ornstein–Uhlenbeck process. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
17442508
Volume :
96
Issue :
1
Database :
Academic Search Index
Journal :
Stochastics: An International Journal of Probability & Stochastic Processes
Publication Type :
Academic Journal
Accession number :
179170182
Full Text :
https://doi.org/10.1080/17442508.2024.2315274