Exact mean integrated squared error and bandwidth selection for kernel distribution function estimators

DOI10.1080/03610926.2018.1563182OpenAlexW2612506795MaRDI QIDQ5077375

Vitaliy Oryshchenko

Publication date: 18 May 2022

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1606.06993

zbMATH Keywords

smoothingplug-in rulenormal mixturefinite sampleuniform kernelGaussian-based kernel

Mathematics Subject Classification ID

Nonparametric estimation (62G05) Statistics (62-XX)

Related Items (1)

Improved density and distribution function estimation

Uses Software

• DLMF

Cites Work

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• Model-Based Clustering, Discriminant Analysis, and Density Estimation
• Multistage plug—in bandwidth selection for kernel distribution function estimates
• Correction of Density Estimators that are not Densities
• Facts about the gaussian probability density function
• Asymptotic behaviour of multistage plug-in bandwidth selections for kernel distribution function estimators
• Some New Estimates for Distribution Functions

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