Extreme value theory for dependent sequences via the Stein-Chen method of Poisson approximation (Q1113170)
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scientific article; zbMATH DE number 4080507
| Language | Label | Description | Also known as |
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| English | Extreme value theory for dependent sequences via the Stein-Chen method of Poisson approximation |
scientific article; zbMATH DE number 4080507 |
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Extreme value theory for dependent sequences via the Stein-Chen method of Poisson approximation (English)
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1988
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\textit{L. H. Y. Chen} [Ann. of Probab. 3, 534-545 (1975; Zbl 0335.60016)] extended Stein's method for obtaining error estimates in central limit approximation problems to Poisson approximations. One of the examples he considered was that of a stationary, \(\phi\)-mixing sequence of indicator random variables. In this paper, the author goes more deeply into the problem, in the context of indicators of extreme values in a random sequence. In particular, the error estimates he obtains involve the quantities appearing in the D and D' conditions of dependent extreme value theory. Compound Poisson limit results are also obtained, when stronger local dependence is present.
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error estimates
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extreme values in a random sequence
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extreme value theory
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Compound Poisson limit results
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local dependence
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