Identity reproducing multivariate nonparametric regression

DOI10.1006/jmva.1993.1059zbMath0778.62035OpenAlexW2064558045MaRDI QIDQ689346

Kai-Sheng Song, Hans-Georg Müller

Publication date: 6 December 1993

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

Full work available at URL: https://doi.org/10.1006/jmva.1993.1059

zbMATH Keywords

weak convergenceMonte Carlo studyNadaraya-Watson estimatorcurve estimationnonparametric regressionrandom designsmall sample sizesbias improvementidentity reproducing transformation of the predictor variablekernel regression estimatorssmoothing weak convergence

Mathematics Subject Classification ID

Density estimation (62G07) Estimation in multivariate analysis (62H12) Asymptotic distribution theory in statistics (62E20)

Related Items (5)

On identity reproducing nonparametric regression estimators ⋮ Density adjusted kernel smoothers for random design nonparametric regression ⋮ Kernel regression estimators for nonparametric model calibration in survey sampling ⋮ Data sharpening methods for bias reduction in nonparametric regression. ⋮ Nonparametric kernel regression subject to monotonicity constraints

This page was built for publication: Identity reproducing multivariate nonparametric regression