Regression using localised functional Bregman divergence
type: Item
instance of: scholarly article
title: Regression using localised functional Bregman divergence
zbMATH Open document ID: 1493.62419
DOI: 10.1214/21-EJS1947
author: Kanta Naito
author: Spiridon Penev
published in: Electronic Journal of Statistics
publication date: 2022-02-09T00:00:00Z
full work available at URL: 21-EJS1947.full
Mathematics Subject Classification ID: 62J02
Mathematics Subject Classification ID: 62J12
Mathematics Subject Classification ID: 62E20
zbMATH DE Number: 7471534
zbMATH Keywords: Bregman divergence
zbMATH Keywords: kernel
zbMATH Keywords: localisation
zbMATH Keywords: regression
zbMATH Keywords: robustness
zbMATH Keywords: risk
MaRDI profile type: Publication
cites work: Information geometry and its applications
cites work: Robust and efficient estimation by minimising a density power divergence
cites work: Statistical Inference
cites work: Q5580053
cites work: Q3702308
cites work: Robust Locally Weighted Regression and Smoothing Scatterplots
cites work: Q4322332
cites work: A Class of Local Likelihood Methods and Near-Parametric Asymptotics
cites work: Local likelihood method: a bridge over parametric and nonparametric regression
cites work: Maximum L\(q\)-likelihood estimation
cites work: Functional Bregman Divergence and Bayesian Estimation of Distributions
cites work: Q4222033
cites work: Locally parametric nonparametric density estimation
cites work: Asymptotic theory for local estimators based on Bregman divergence
cites work: Local likelihood density estimation
cites work: Q3998435
cites work: Q3503414
cites work: Locally robust methods and near-parametric asymptotics
cites work: Q4331783
cites work: Local Likelihood Estimation
cites work: Weak convergence and empirical processes. With applications to statistics
cites work: New aspects of Bregman divergence in regression and classification with parametric and nonparametric estimation
OpenAlex ID: W4205749706
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description: scientific article; zbMATH DE number 7471534