On convergence of volume of level sets of stationary smooth Gaussian fields

被引:0
|
作者
Beliaev, Dmitry [1 ]
Hegde, Akshay [1 ]
机构
[1] Univ Oxford, Oxford, England
关键词
Gaussian fields; level sets;
D O I
10.1214/23-ECP543
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
We prove convergence of Hausdorff measure of level sets of smooth Gaussian fields when the levels converge. Given two coupled stationary fields f1, f2, we estimate the difference of Hausdorff measure of level sets in expectation, in terms of C2-fluctuations of the field F = f1 - f2. The main idea in the proof is to represent difference in volume as an integral of mean curvature using the divergence theorem. This approach is different from using Kac-Rice type formula as main tool in the analysis.
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页数:10
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