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Nonparametric, multidimensional estimation of regression derivatives.

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Publication:1763494
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DOI10.1016/j.crma.2004.09.024zbMath1075.62028OpenAlexW1997160054MaRDI QIDQ1763494

David Blondin

Publication date: 22 February 2005

Published in: Comptes Rendus. Mathématique. Académie des Sciences, Paris (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.crma.2004.09.024



Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Density estimation (62G07) Asymptotic properties of nonparametric inference (62G20)


Related Items

Uniform-in-bandwidth functional limit laws ⋮ A uniform law of the logarithm for a nonparametric estimate of the regression function under random censorship ⋮ Almost sure rate of uniform consistency for the local maximum likelihood kernel estimator.



Cites Work

  • Functional laws of the iterated logarithm for the increments of empirical and quantile processes
  • Contributions to the theory of nonparametric regression, with application to system identification
  • General asymptotic confidence bands based on kernel-type function estimators
  • Weak convergence and empirical processes. With applications to statistics
  • The Law of the Iterated Logarithm for Empirical Distribution
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