Rates of strong uniform convergence of nearest neighbor density estimates on any compact set

descriptionPublicationkeyboard_double_arrow_right Article 01 Apr 1990 English Publisher:Springer Science and Business Media LLCJournal:Applied Mathematics and Mechanics, volume 11, pages 385-393 (issn: 0253-4827, eissn: 1573-2754,

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Authors: Zhang, Dixin;

doi: 10.1007/bf02015122

Rates of strong uniform convergence of nearest neighbor density estimates on any compact set

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Abstract

Strong uniform convergence rates of univariate nearest neighbor density estimators on compact sets are considered under various conditions.

Keywords

Density estimation, Strong limit theorems, Asymptotic properties of nonparametric inference, strong uniform convergence rates, univariate nearest neighbor density estimators, compact sets

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