加性高斯场节点域的有界性

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

摘要

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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Boundedness of the nodal domains of additive Gaussian fields
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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1.30
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0.00%
发文量
22
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