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The strong approximation of extremal processes
Authors:Paul Deheuvels
Affiliation:(1) 7, avenue du Château, F-92340 Bourg-la-Reine
Abstract:Summary If X1, X2, ..., are i.i.d. random variables and Yn=Max(X1, ..., Xn); if for some sequences An, Bn, n=1, 2, ..., En(t)=AnY[nt]+Bn is such that En(1) weakly converges to a non degenerate limit distribution, then we prove that it is possible to construct a sequence of replicates of extremal processes E(n)(t) on the same probability space, such that d(En(.), E(n)(.))rarr0 a.s., with the Levy metric. We give the rates of consistency of the approximations.
Keywords:
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