Nonparametric estimation of piecewise smooth regression functions
type: Item
instance of: scholarly article
title: Nonparametric estimation of piecewise smooth regression functions
zbMATH Open document ID: 0915.62029
DOI: 10.1016/S0167-7152(98)00245-4
author: Michael Kohler
published in: Statistics \& Probability Letters
publication date: 1999-07-04T00:00:00Z
Mathematics Subject Classification ID: 62G07
Mathematics Subject Classification ID: 62G20
zbMATH DE Number: 1278994
zbMATH Keywords: least squares
zbMATH Keywords: rate of convergence
zbMATH Keywords: complexity regularization
zbMATH Keywords: nonparametric regression
MaRDI profile type: Publication
cites work: Q3327527
cites work: Q4881152
cites work: Distribution-free consistency results in nonparametric discrimination and regression function estimation
cites work: CART and best-ortho-basis: a connection
cites work: Q4328414
cites work: Interpolation methods for nonlinear wavelet regression with irregularly spaced design
cites work: Decision theoretic generalizations of the PAC model for neural net and other learning applications
cites work: Nonparametric regression function estimation using interaction least squares splines and complexity regularization.
cites work: Histogram regression estimation using data-dependent partitions
cites work: Optimal global rates of convergence for nonparametric regression
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description: scientific article; zbMATH DE number 1278994