A NEW VERSION OF THE LOCAL CONSTANT M-SMOOTHER

DOI10.1081/STA-120003655zbMath1075.62546OpenAlexW1966038107MaRDI QIDQ4449030

Ruey-Ching Hwang

Publication date: 4 February 2004

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1081/sta-120003655

zbMATH Keywords

Nonparametric regressionM-estimationAsymptotic behaviorJump-preserving smoothingLocal constant M-smoothingLocal linear M-smoothing

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Nonparametric estimation (62G05)

Cites Work

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• Nonparametric regression analysis of longitudinal data
• Exact mean integrated squared error
• Change-points in nonparametric regression analysis
• Variable bandwidth and local linear regression smoothers
• Multivariate locally weighted least squares regression
• Smoothing methods in statistics
• Local linear regression smoothers and their minimax efficiencies
• Smooth estimators of distribution and density functions
• Smoothing with Split Linear Fits
• Approximation Theorems of Mathematical Statistics
• Design-adaptive Nonparametric Regression
• Edge-Preserving Smoothers for Image Processing
• Ideal spatial adaptation by wavelet shrinkage
• Empirical-Bias Bandwidths for Local Polynomial Nonparametric Regression and Density Estimation
• Jump and sharp cusp detection by wavelets
• Robust Statistics

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