Local linear fitting and improved estimation near peaks

DOI10.1002/cjs.10031zbMath1177.62048OpenAlexW2065603707MaRDI QIDQ3645633

Irène Gijbels, Lieven Desmet

Publication date: 18 November 2009

Published in: Canadian Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1002/cjs.10031

zbMATH Keywords

regression curvepeak preservation

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08)

Related Items

Curve Fitting Under Jump and Peak Irregularities Using Local Linear Regression ⋮ The use of geographically weighted regression for the relationship among extreme climate indices in China ⋮ A robust and efficient estimation method for nonparametric models with jump points ⋮ Local linear fitting and improved estimation near peaks

Uses Software

• lokern

Cites Work

• Unnamed Item
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• Smoothing with Split Linear Fits
• Adapting to Unknown Smoothness via Wavelet Shrinkage
• Data-Driven Discontinuity Detection in Derivatives of a Regression Function
• Local linear fitting and improved estimation near peaks
• Ideal spatial adaptation by wavelet shrinkage
• A jump-preserving curve fitting procedure based on local piecewise-linear kernel estimation
• Bootstrap test for change-points in nonparametric regression