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Uniform asymptotic properties of a nonparametric regression estimator of conditional tails - MaRDI portal

Uniform asymptotic properties of a nonparametric regression estimator of conditional tails (Q500814)

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scientific article; zbMATH DE number 6489500
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Uniform asymptotic properties of a nonparametric regression estimator of conditional tails
scientific article; zbMATH DE number 6489500

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    Uniform asymptotic properties of a nonparametric regression estimator of conditional tails (English)
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    5 October 2015
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    This paper studies a nonparametric regression estimator of conditional tails introduced by the first two authors and \textit{A. Schorgen} [Statistics 48, No. 4, 732--755 (2014; Zbl 1326.62088)]. The estimator is shown to be uniformly strongly consistent on compact sets in a semiparametric framework. Moreover its rate of convergence is given.
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    tail-index
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    kernel estimation
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    strong uniform consistency
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