算子分数布朗运动的迭代对数的小值和函数规律

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Wensheng Wang, Jingshuang Dong
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引用次数: 0

摘要

具有基于矩阵的缩放规律的多元高斯随机场被广泛用于统计学和许多应用领域的推理。在这种情况下,人们感兴趣的往往是任意给定方向上空间曲面的荷尔德规则性。本文分析了算子分数布朗运动(包括多元分数布朗运动)的几乎确定的样本函数行为。我们得到了任意给定方向上算子分数布朗运动的小球概率和强局部非确定性的估计值。通过应用这些估计值,我们得到了算子分数布朗运动迭代对数的 Chung 型定律。我们的结果表明,这些空间曲面的精确霍尔德规则性完全由时间点 1 的自相似性指数和协方差矩阵特征值的实部决定。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Small values and functional laws of the iterated logarithm for operator fractional Brownian motion
The multivariate Gaussian random fields with matrix-based scaling laws are widely used for inference in statistics and many applied areas. In such contexts, interests are often Hölder regularities of spatial surfaces in any given direction. This article analyzes the almost sure sample function behavior for operator fractional Brownian motion, including multivariate fractional Brownian motion. We obtain the estimations of small ball probability and the strongly locally nondeterministic for operator fractional Brownian motion in any given direction. By applying these estimates, we obtain Chung type laws of the iterated logarithm for operator fractional Brownian motion. Our results show that the precise Hölder regularities of these spatial surfaces are completely determined by the real parts of the eigenvalues of self-similarity exponent and the covariance matrix at time point 1.
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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