Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Functional kernel estimators of large conditional quantiles   We address the estimation of conditional quantiles when the covariate is
functional and when the order of the quantiles converges to one as the sample
size increases. In a first time, we investigate to what extent these large
conditional quantiles can still be estimated through a functional kernel
estimator of the conditional survival function. Sufficient conditions on the
rate of convergence of their order to one are provided to obtain asymptotically
Gaussian distributed estimators. In a second time, basing on these result, a
functional Weissman estimator is derived, permitting to estimate large
conditional quantiles of arbitrary large order. These results are illustrated
on finite sample situations.

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The categories of this paper are: hep-lat
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The categories of this paper are: supr-con
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The categories of this paper are: astro-ph
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The categories of this paper are: math-ph
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The categories of this paper are: atom-ph
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The categories of this paper are: nucl-ex
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The categories of this paper are: eess
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The categories of this paper are: acc-phys
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The categories of this paper are: funct-an
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The categories of this paper are: alg-geom
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The categories of this paper are: comp-gas
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The categories of this paper are: hep-th
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The categories of this paper are: patt-sol
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The categories of this paper are: q-alg
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The categories of this paper are: solv-int
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The categories of this paper are: mtrl-th