A Lattice-Based Smoother for Regions With Irregular Boundaries and Holes

DOI10.1080/10618600.2017.1375935OpenAlexW2752760853MaRDI QIDQ3391118

Julie McIntyre, Ronald Paul Barry

Publication date: 28 March 2022

Published in: Journal of Computational and Graphical Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/10618600.2017.1375935

zbMATH Keywords

diffusionkernel regressionpoint processnonparametric regressionbivariate smoothing

Mathematics Subject Classification ID

Statistics (62-XX)

Uses Software

• R
• SemiPar
• mgcv
• PBSmapping

Cites Work

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• Kernel density estimation via diffusion
• Donsker's delta functions and approximation of heat kernels by the time discretization methods
• Improving cross-validated bandwidth selection using subsampling-extrapolation techniques
• Semiparametric Regression
• Soap Film Smoothing
• Spline Smoothing over Difficult Regions
• Linear Model Selection by Cross-Validation
• Low‐Rank Smoothing Splines on Complicated Domains
• All of Nonparametric Statistics
• Spatial Spline Regression Models