Fast and accurate computation for kernel estimators

DOI10.1016/j.csda.2015.07.015zbMath1468.62190OpenAlexW1451216173MaRDI QIDQ1660133

Qingguo Tang, Rohana J. Karunamuni

Publication date: 15 August 2018

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2015.07.015

zbMATH Keywords

local polynomial regressiondensity estimationfast computationbinning algorithm

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Density estimation (62G07)

Uses Software

• KernSmooth
• AS 176

Cites Work

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• Smoothing by weighted averaging of rounded points
• Exact mean integrated squared error
• Accuracy of binned kernel functional approximations
• On the accuracy of binned kernel density estimators
• A Brief Survey of Bandwidth Selection for Density Estimation
• Algorithm AS 176: Kernel Density Estimation Using the Fast Fourier Transform
• The Influence of Rounding Errors on Some Nonparametric Estimators of a Density and its Derivatives
• On the errors involved in computing the empirical characteristic function

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