Inequalities for uniform deviations of averages from expectations with applications to nonparametric regression
type: Item
instance of: scholarly article
title: Inequalities for uniform deviations of averages from expectations with applications to nonparametric regression
zbMATH Open document ID: 0982.62035
DOI: 10.1016/S0378-3758(99)00215-3
author: Michael Kohler
published in: Journal of Statistical Planning and Inference
publication date: 2002-04-07T00:00:00Z
Mathematics Subject Classification ID: 62G08
Mathematics Subject Classification ID: 62G20
Mathematics Subject Classification ID: 62G07
zbMATH DE Number: 1513246
zbMATH Keywords: uniform laws of large numbers
zbMATH Keywords: least squares
zbMATH Keywords: polynomial splines
zbMATH Keywords: regression estimate
zbMATH Keywords: rate of convergence
zbMATH Keywords: complexity regularization
MaRDI profile type: Publication
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full work available at URL: s0378-3758(99)00215-3
OpenAlex ID: W1988850203
description: scientific article; zbMATH DE number 1513246