Improving bias in kernel density estimation

DOI10.1016/J.SPL.2014.07.014zbMath1302.62086OpenAlexW1976033148MaRDI QIDQ467004

Aziza S. Aipenova, Christopher S. Withers, Saralees Nadarajah, Kairat T. Mynbaev

Publication date: 3 November 2014

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

Full work available at URL: https://mpra.ub.uni-muenchen.de/75846/1/MPRA_paper_75846.pdf

zbMATH Keywords

biasdensity estimationhigher-order kernel

Mathematics Subject Classification ID

Density estimation (62G07) Nonparametric hypothesis testing (62G10) Asymptotic properties of nonparametric inference (62G20)

Related Items (2)

A note on bias reduction ⋮ Reducing bias in nonparametric density estimation via bandwidth dependent kernels: \(L_1\) view

Uses Software

• KernSmooth

Cites Work

• Density estimates of low bias
• Bias correction and higher order kernel functions
• Exact mean integrated squared error
• Hierarchies of higher order kernels
• Smooth estimators of distribution and density functions
• Bias reduction in kernel density estimation via Lipschitz condition
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