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Strong consistency of automatic kernel regression estimates

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Publication:1881395
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zbMath1049.62042MaRDI QIDQ1881395

Adam Krzyżak, Michael Kohler, Harro Walk

Publication date: 5 October 2004

Published in: Annals of the Institute of Statistical Mathematics (Search for Journal in Brave)


zbMATH Keywords

cross-validationstrong consistencyuniversal consistencyregression estimatesautomatic kernel estimates


Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Asymptotic properties of nonparametric inference (62G20)


Related Items

Estimation of the optimal design of a nonlinear parametric regression problem via Monte Carlo experiments ⋮ Kernel regression estimation for incomplete data with applications ⋮ On the \(L_p\) norms of kernel regression estimators for incomplete data with applications to classification ⋮ Estimation of the essential supremum of a regression function ⋮ On the strong universal consistency of local averaging regression estimates



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