Probability moments of nonparametric estimation of the regression function
type: Item
instance of: scholarly article
title: Probability moments of nonparametric estimation of the regression function
zbMATH Open document ID: 0583.62036
author: A. N. Zavarin
published in: Automation and Remote Control
publication date: 1985-01-01T00:00:00Z
review text: Expressions are given and investigated for the first probability moments of the nonparametric estimation of the regression function and of its derivatives. The effects of the fuzziness coefficients and of the form of the kernel on the bias of the estimate and on its variance are considered.
Mathematics Subject Classification ID: 62G05
zbMATH DE Number: 3934221
zbMATH Keywords: remainder terms
zbMATH Keywords: probability moments
zbMATH Keywords: regression function
zbMATH Keywords: derivatives
zbMATH Keywords: fuzziness coefficients
zbMATH Keywords: kernel
zbMATH Keywords: bias
zbMATH Keywords: variance
MaRDI profile type: Publication
description: scientific article; zbMATH DE number 3934221