Strong convergence of kernel estimates of nonparametric regression functions

zbMath0582.62031MaRDI QIDQ1068486

Zhaoben Fang, Lin Cheng Zhao

Publication date: 1985

Published in: Chinese Annals of Mathematics. Series B (Search for Journal in Brave)

zbMATH Keywords

strong consistencykernel estimate

Mathematics Subject Classification ID

Nonparametric estimation (62G05) General nonlinear regression (62J02) Strong limit theorems (60F15)

Related Items (6)

Exponential bounds of mean error for the kernel estimate of regression functions ⋮ Distribution-free strong consistency for nonparametric kernel regression involving nonlinear time series ⋮ A universal strong law of large numbers for conditional expectations via nearest neighbors ⋮ On the almost everywhere properties of the kernel regression estimate ⋮ Strong universal pointwise consistency of some regression function estimates ⋮ Weak dependence beyond mixing and asymptotics for nonparametric regression

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