Inequalities for uniform deviations of averages from expectations with applications to nonparametric regression

Michael Köhler

Type: Article

Publication Date: 2000-08-01

Citations: 46

DOI: https://doi.org/10.1016/s0378-3758(99)00215-3

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Locations

Journal of Statistical Planning and Inference - View

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+	A Probabilistic Theory of Pattern Recognition	1996	Luc Devroye László Györfi Gábor Lugosi
+	A course on empirical processes	1984	R. M. Dudley
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+ PDF Chat	Risk bounds for model selection via penalization	1999	Andrew R. Barron Lucien Birgé Pascal Massart
+ PDF Chat	Probability Inequalities for Empirical Processes and a Law of the Iterated Logarithm	1984	Kenneth S. Alexander
+	The Use of Polynomial Splines and Their Tensor Products in Multivariate Function Estimation	1994	Charles J. Stone
+	On the Uniform Convergence of Relative Frequencies of Events to Their Probabilities	2015	Vladimir Vapnik Alexey Chervonenkis
+ PDF Chat	Distribution-Free Consistency Results in Nonparametric Discrimination and Regression Function Estimation	1980	Luc Devroye T. Wagner
+ PDF Chat	Optimal Global Rates of Convergence for Nonparametric Regression	1982	Charles J. Stone
+ PDF Chat	Penalized quasi-likelihood estimation in partial linear models	1997	Enno Mammen Sara van de Geer