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Wasserstein distance estimates for jump-diffusion processes.

Authors :
Breton, Jean-Christophe
Privault, Nicolas
Source :
Stochastic Processes & Their Applications. Jun2024, Vol. 172, pN.PAG-N.PAG. 1p.
Publication Year :
2024

Abstract

We derive Wasserstein distance bounds between the probability distributions of a stochastic integral (Itô) process with jumps (X t) t ∈ [ 0 , T ] and a jump-diffusion process (X t ∗) t ∈ [ 0 , T ] . Our bounds are expressed using the stochastic characteristics of (X t) t ∈ [ 0 , T ] and the jump-diffusion coefficients of (X t ∗) t ∈ [ 0 , T ] evaluated in X t , and apply in particular to the case of different jump characteristics. Our approach uses stochastic calculus arguments and L p integrability results for the flow of stochastic differential equations with jumps, without relying on the Stein equation. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03044149
Volume :
172
Database :
Academic Search Index
Journal :
Stochastic Processes & Their Applications
Publication Type :
Academic Journal
Accession number :
176810616
Full Text :
https://doi.org/10.1016/j.spa.2024.104334