Strong convergence in nonparametric estimation of regression functions

DOI10.1007/BF01855429zbMath0493.62041OpenAlexW2074254298MaRDI QIDQ1168664

S. Singh

Publication date: 1983

Published in: Periodica Mathematica Hungarica (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/bf01855429

zbMATH Keywords

rate of strong uniform convergenceestimating conditional expectation

Mathematics Subject Classification ID

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

Related Items

The pointwise rate of convergence of the kernel regression estimate, Strong consistency of nearest neighbor regression function estimators

Cites Work

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• Contributions to the theory of nonparametric regression, with application to system identification
• How to apply the method of stochastic approximation in the non-parametric estimation of a regression function¹
• On a Gaussian process related to multivariate probability density estimation
• Remarks on Non-Parametric Estimates for Density Functions and Regression Curves