{"title":"Boundedness of the nodal domains of additive Gaussian fields","authors":"S. Muirhead","doi":"10.1090/tpms/1169","DOIUrl":null,"url":null,"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 \n\n \n \n {\n f\n ≤\n ℓ\n }\n \n \\{f \\le \\ell \\}\n \n\n of additive planar Gaussian fields are bounded almost surely at the critical level \n\n \n \n \n ℓ\n c\n \n =\n 0\n \n \\ell _c = 0\n \n\n. 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 \n\n \n \n d\n ≥\n 3\n \n d \\ge 3\n \n\n the excursion sets have unbounded components at all levels.","PeriodicalId":42776,"journal":{"name":"Theory of Probability and Mathematical Statistics","volume":null,"pages":null},"PeriodicalIF":0.4000,"publicationDate":"2021-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Theory of Probability and Mathematical Statistics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1090/tpms/1169","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"STATISTICS & PROBABILITY","Score":null,"Total":0}
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.