Random Gaussian Sums on Trees

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Random Gaussian sums on trees

Let T be a tree with induced partial order . We investigate centered Gaussian processes X = (X t)t∈T represented as X t = σ(t) ∑ v t α(v)ξv for given weight functions α and σ on T and with (ξv)v∈T i.i.d. standard normal. In a first part we treat general trees and weights and derive necessary and sufficient conditions for the a.s. boundedness of X in terms of compactness properties of (T, d). He...

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ژورنال

عنوان ژورنال: Electronic Journal of Probability

سال: 2011

ISSN: 1083-6489

DOI: 10.1214/ejp.v16-871