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First exit and Dirichlet problem for the nonisotropic tempered α-stable processes.

Authors :
Liu, Xing
Deng, Weihua
Source :
Computational Statistics. Dec2024, Vol. 39 Issue 7, p3801-3829. 29p.
Publication Year :
2024

Abstract

This paper discusses the first exit and Dirichlet problems of the nonisotropic tempered α -stable process X t . The upper bounds of all moments of the first exit position X τ D and the first exit time τ D are explicitly obtained. It is found that the probability density function of X τ D or τ D exponentially decays with the increase of X τ D or τ D , and E τ D ∼ E X τ D - E X τ D 2 , E τ D ∼ E X τ D . Next, we obtain the Feynman–Kac representation of the Dirichlet problem by employing the semigroup theory. Furthermore, averaging the generated trajectories of the stochastic process leads to the solution of the Dirichlet problem, which is also verified by numerical experiments. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09434062
Volume :
39
Issue :
7
Database :
Academic Search Index
Journal :
Computational Statistics
Publication Type :
Academic Journal
Accession number :
180989721
Full Text :
https://doi.org/10.1007/s00180-024-01462-9