The Selection of Window Widths in Kernel Nonparametric Regression

DOI10.1080/00949658508810861zbMath0602.62032OpenAlexW1985318614MaRDI QIDQ3738401

Terry J. Woodfield

Publication date: 1985

Published in: Journal of Statistical Computation and Simulation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/00949658508810861

zbMATH Keywords

nonparametric regressionkernel density estimationdata-based optimal kernel regression estimatesdetermining the window widthoptimal bivariate window width

Mathematics Subject Classification ID

Nonparametric estimation (62G05) Probabilistic methods, stochastic differential equations (65C99)

Uses Software

• IMSL Numerical Libraries

Cites Work

• Bandwidth choice for nonparametric regression
• On the uniform complete convergence of estimates for multivariate density functions and regression curves
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