Variable-Step Euler–Maruyama Approximations of Regime-Switching Jump Diffusion Processes

Let X t , Z t t ≥ 0 be the regime-switching jump diffusion process with invariant measure μ . We aim to approximate μ using the Euler–Maruyama (EM) scheme with decreasing step sequence Γ = ( γ n ) n ∈ N . Under some appropriate dissipative conditions and uniform ellipticity assumptions on the coeffi...

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Veröffentlicht in:Journal of theoretical probability 2024-06, Vol.37 (2), p.1597-1626
Hauptverfasser: Chen, Peng, Jin, Xinghu, Shen, Tian, Su, Zhonggen
Format: Artikel
Sprache:eng
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Zusammenfassung:Let X t , Z t t ≥ 0 be the regime-switching jump diffusion process with invariant measure μ . We aim to approximate μ using the Euler–Maruyama (EM) scheme with decreasing step sequence Γ = ( γ n ) n ∈ N . Under some appropriate dissipative conditions and uniform ellipticity assumptions on the coefficients of the related stochastic differential equation (SDE), we show that the error between μ and the invariant measure associated with the EM scheme is bounded by O ( γ n ) . In particular, we derive a better convergence rate O ( γ n ) for the additive case and the continuous case.
ISSN:0894-9840
1572-9230
DOI:10.1007/s10959-023-01253-w