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arxiv: 1005.0483 · v2 · pith:K5J5QJJEnew · submitted 2010-05-04 · 🧮 math.PR · math.ST· stat.TH

Central limit theorems for the excursion set volumes of weakly dependent random fields

classification 🧮 math.PR math.STstat.TH
keywords fieldscentralexcursionlimitrandomtheoremsvolumesattention
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The multivariate central limit theorems (CLT) for the volumes of excursion sets of stationary quasi-associated random fields on $\mathbb{R}^d$ are proved. Special attention is paid to Gaussian and shot noise fields. Formulae for the covariance matrix of the limiting distribution are provided. A statistical version of the CLT is considered as well. Some numerical results are also discussed.

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