时变分数阶Ornstein–Uhlenbeck过程的收敛性结果

IF 0.4 Q4 STATISTICS & PROBABILITY Theory of Probability and Mathematical Statistics Pub Date : 2020-11-05 DOI:10.1090/tpms/1143
G. Ascione, Y. Mishura, E. Pirozzi
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引用次数: 1

摘要

本文研究了时变分数阶Ornstein-Uhlenbeck过程一维分布的一些收敛性结果。特别地,我们确定,尽管时间变化,该过程允许高斯极限随机变量。另一方面,我们证明了当Hurst指数$H\为1/2^+$时,该过程收敛于随时间变化的Ornstein-Uhlenbeck,具有一维分布的局部一致收敛性。此外,我们还实现了时变分式Ornstein-Uhlenbeck过程的Skorohod$J_1$-拓扑在c`adl`ag函数空间中收敛为$H`到1/2^+$。最后,我们利用了与上述过程相关的广义Fokker-Planck方程的温和解的一些收敛性质,如$H\到1/2^+$。
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Convergence results for the time-changed fractional Ornstein–Uhlenbeck processes
In this paper we study some convergence results concerning the one-dimensional distribution of a time-changed fractional Ornstein-Uhlenbeck process. In particular, we establish that, despite the time change, the process admits a Gaussian limit random variable. On the other hand, we prove that the process converges towards the time-changed Ornstein-Uhlenbeck as the Hurst index $H \to 1/2^+$, with locally uniform convergence of one-dimensional distributions. Moreover, we also achieve convergence in the Skorohod $J_1$-topology of the time-changed fractional Ornstein-Uhlenbeck process as $H \to 1/2^+$ in the space of c\`adl\`ag functions. Finally, we exploit some convergence properties of mild solutions of a generalized Fokker-Planck equation associated to the aforementioned processes, as $H \to 1/2^+$.
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1.30
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22
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