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On the asymptotic form of convex hulls of Gaussian random fields

Youri DavydovVygantas Paulauskas — 2014

Open Mathematics

We consider a centered Gaussian random field X = X t : t ∈ T with values in a Banach space 𝔹 defined on a parametric set T equal to ℝm or ℤm. It is supposed that the distribution of X t is independent of t. We consider the asymptotic behavior of closed convex hulls W n = convX t : t ∈ T n, where (T n) is an increasing sequence of subsets of T. We show that under some conditions of weak dependence for the random field under consideration and some sequence (b n)n≥1 with probability 1, (in the sense...

Convex rearrangements of Lévy processes

Youri DavydovEmmanuel Thilly — 2007

ESAIM: Probability and Statistics

In this paper we study asymptotic behavior of convex rearrangements of Lévy processes. In particular we obtain Glivenko-Cantelli-type strong limit theorems for the convexifications when the corresponding Lévy measure is regularly varying at with exponent ∈ (1,2).

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