Adaptive estimation in the functional nonparametric regression model

From MaRDI portal
Publication:268736

DOI10.1016/j.jmva.2015.07.001zbMath1334.62054OpenAlexW1017075119MaRDI QIDQ268736

Angelina Roche, Gaëlle Chagny

Publication date: 15 April 2016

Published in: Journal of Multivariate Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jmva.2015.07.001




Related Items (22)

An introduction to recent advances in high/infinite dimensional statisticsData-driven \(k\)NN estimation in nonparametric functional data analysisLower bounds in estimation at a point under multi-index constraintOn the local linear estimate for functional regression: Uniform in bandwidth consistencyMinimax regression estimation for Poisson coprocessA nonparametric inverse probability weighted estimation for functional data with missing response data at randomNonparametric modelling for functional data: selected survey and tracks for futureTests for the linear hypothesis in semi-functional partial linear regression modelsLasso in Infinite dimension: application to variable selection in functional multivariate linear regressionUnnamed ItemFDA: strong consistency of the kNN local linear estimation of the functional conditional density and modeRobust regression analysis for a censored response and functional regressorsNonparametric depth and quantile regression for functional dataNearest neighbors estimation for long memory functional dataLocal polynomial estimation of regression operators from functional data with correlated errorsVolatility estimation in a nonlinear heteroscedastic functional regression model with martingale difference errorsRobust estimators in semi-functional partial linear regression modelsConvergence rates for kernel regression in infinite-dimensional spacesLocal bandwidth selection for kernel density estimation in a bifurcating Markov chain modelAdaptive regression with Brownian path covariateUniform limit theorems for a class of conditional \(Z\)-estimators when covariates are functionsUniform in bandwidth consistency for various kernel estimators involving functional data



Cites Work


This page was built for publication: Adaptive estimation in the functional nonparametric regression model