Boundedness of the nodal domains of additive Gaussian fields

IF 0.4 Q4 STATISTICS & PROBABILITY Theory of Probability and Mathematical Statistics Pub Date : 2021-11-17 DOI:10.1090/tpms/1169
S. Muirhead
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引用次数: 0

Abstract

We study the connectivity of the excursion sets of additive Gaussian fields, i.e. stationary centred Gaussian fields whose covariance function decomposes into a sum of terms that depend separately on the coordinates. Our main result is that, under mild smoothness and correlation decay assumptions, the excursion sets { f ≤ ℓ } \{f \le \ell \} of additive planar Gaussian fields are bounded almost surely at the critical level ℓ c = 0 \ell _c = 0 . Since we do not assume positive correlations, this provides the first examples of continuous non-positively-correlated stationary planar Gaussian fields for which the boundedness of the nodal domains has been confirmed. By contrast, in dimension d ≥ 3 d \ge 3 the excursion sets have unbounded components at all levels.
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加性高斯场节点域的有界性
本文研究了加性高斯场偏移集的连通性,即其协方差函数分解为分别依赖于坐标的项和的平稳中心高斯场。我们的主要结果是,在温和平滑和相关衰减假设下,加性平面高斯场的偏移集{f≤}α {f \le\ell}在临界能级α c = 0 \ell _c = 0几乎肯定有界。由于我们不假设正相关,这提供了连续非正相关的平稳平面高斯场的第一个例子,其中节点域的有界性已经得到证实。相反,在维度d≥3d \ge 3中,偏移集在所有级别上都具有无界分量。
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来源期刊
CiteScore
1.30
自引率
0.00%
发文量
22
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