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Titlebook: Extremes and Related Properties of Random Sequences and Processes; M. R. Leadbetter,Georg Lindgren,Holger Rootzén Book 1983 Springer-Verla

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Point Processes of Upcrossings and Local Maximaght, and as we shall see here, they also contain considerable information about the local structure of the process. This chapter is devoted to the asymptotic Poisson character of the point process of upcrossings of increasingly high levels, and of the point process formed by the local maxima of the process.
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Book 1983d as roughly half a century old, even though its roots reach further back into mathematical antiquity. During this period of time it has found significant application-exemplified best perhaps by the book Statistics of Extremes by E. J. Gumbel-as well as a rather complete theoretical development. Mor
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,Bestimmung der Qualitätsmerkmale, it will be shown that the exceedances take on a Poisson character as . becomes large. This leads to the limiting distributions for the kth largest values for any . rank . = 1, 2,… (the kth “extreme order statistics”) and to their limiting joint distributions.
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Instrumente der Wissensorganisationthe asymptotic independence of maxima and minima in one normal process. Since minima of ξ(.) are maxima for — ξ(.), this can in fact be regarded as a special case of independence between extremes in two processes, namely between the maxima in the completely dependent processes ξ(t)and-ξ(.).
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