多维周期扩散的占用测度的Donsker定理

IF 0.5 4区 数学 Q4 STATISTICS & PROBABILITY
Neil Deo
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引用次数: 0

摘要

研究了具有周期漂移和扩散率的多维扩散过程的经验过程。利用扩散发生器的平滑性质,证明了一类光滑函数的Donsker性质。我们部分地推广了[29]研究的一维情况的发现:扩散经验过程比i.i.d观测的经典情况表现出更强的规律性。作为应用,导出了d≤3维的时间- t占用测度与不变测度之间的Wasserstein-1距离的精确渐近性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Donsker theorems for occupation measures of multi-dimensional periodic diffusions
We study the empirical process arising from a multi-dimensional diffusion process with periodic drift and diffusivity. The smoothing properties of the generator of the diffusion are exploited to prove the Donsker property for certain classes of smooth functions. We partially generalise the finding from the one-dimensional case studied in [29]: that the diffusion empirical process exhibits stronger regularity than in the classical case of i.i.d. observations. As an application, precise asymptotics are deduced for the Wasserstein-1 distance between the time-T occupation measure and the invariant measure in dimensions d≤3.
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来源期刊
Electronic Communications in Probability
Electronic Communications in Probability 工程技术-统计学与概率论
CiteScore
1.00
自引率
0.00%
发文量
38
审稿时长
6-12 weeks
期刊介绍: The Electronic Communications in Probability (ECP) publishes short research articles in probability theory. Its sister journal, the Electronic Journal of Probability (EJP), publishes full-length articles in probability theory. Short papers, those less than 12 pages, should be submitted to ECP first. EJP and ECP share the same editorial board, but with different Editors in Chief.
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