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

被引:3
|
作者
Chen, Peng [1 ]
Jin, Xinghu [2 ]
Shen, Tian [3 ]
Su, Zhonggen [3 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Sch Math, Nanjing 211106, Peoples R China
[2] Hefei Univ Technol, Sch Math, Hefei, Anhui, Peoples R China
[3] Zhejiang Univ, Sch Math Sci, Hangzhou, Zhejiang, Peoples R China
基金
中国国家自然科学基金;
关键词
Euler-Maruyama scheme; Decreasing step; Invariant measure; Regime-switching jump process; STOCHASTIC DIFFERENTIAL-EQUATIONS; EXPONENTIAL ERGODICITY; NUMERICAL-SOLUTIONS; INVARIANT-MEASURES; SDES; CONVERGENCE; STABILITY; DISTANCES; DRIVEN;
D O I
10.1007/s10959-023-01253-w
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
Let (X-t, Z(t))(t >= 0) be the regime-switching jump diffusion processwith invariant measure mu. We aim to approximate mu using the Euler-Maruyama (EM) scheme with decreasing step sequence Gamma = (gamma(n))(n is an element of 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 mu and the invariant measure associated with the EM scheme is bounded by O(root gamma n). In particular, we derive a better convergence rate O(gamma n) for the additive case and the continuous case.
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页码:1597 / 1626
页数:30
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