Large deviation results for the nonparametric regression function estimator on functional data

DOI10.3103/S1066530712040035zbMath1274.62293MaRDI QIDQ1935402

Djamal Louani, Sidi Mohamed Ould Maouloud

Publication date: 15 February 2013

Published in: Mathematical Methods of Statistics (Search for Journal in Brave)

zbMATH Keywords

entropylarge deviationkernel estimatorVC-classesregression functionfunctional data

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Density estimation (62G07) Hypothesis testing in multivariate analysis (62H15) Large deviations (60F10) Asymptotic properties of parametric tests (62F05)

Related Items (2)

Pointwise and uniform moderate deviations for nonparametric regression function estimator on functional data ⋮ Functional Uniform-in-Bandwidth Moderate Deviation Principle for the Local Empirical Processes Involving Functional Data

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