Uniform convergence results for the local linear regression estimation of the conditional distribution

DOI10.1016/J.SPL.2023.109886arXiv2112.08546OpenAlexW4380150320MaRDI QIDQ6178687

Haitian Xie

Publication date: 4 September 2023

Published in: Statistics \& Probability Letters (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2112.08546

zbMATH Keywords

uniform convergence rateuniform asymptotic linear representationuniform bias expansion

Mathematics Subject Classification ID

Density estimation (62G07) Asymptotic properties of nonparametric inference (62G20) Nonparametric estimation (62G05) Strong limit theorems (60F15)

Cites Work

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• Estimation of Semiparametric Models when the Criterion Function Is Not Smooth
• Nonparametric Estimation of the Conditional Distribution at Regression Boundary Points
• On consistency of kernel density estimators for randomly censored data: Rates holding uniformly over adaptive intervals

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