Computationally efficient classes of higher‐order kernel functions

DOI10.2307/3315548zbMath0819.62031OpenAlexW2055661433MaRDI QIDQ4837801

Belkacem Abdous

Publication date: 27 August 1995

Published in: Canadian Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.2307/3315548

zbMATH Keywords

Fourier transformsasymptotic efficiencywindow-widthhigher-order kernelsiterative twicing kernelsleast- squares cross-validationoptimal polynomial based kernels

Mathematics Subject Classification ID

Density estimation (62G07) Asymptotic properties of nonparametric inference (62G20)

Related Items (3)

A new semiparametric procedure for matched case-control studies with missing covariates ⋮ On optimal kernel choice for deconvolution ⋮ L₂Version Of The Double Kernel Method

Cites Work

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• Smooth optimum kernel estimators of densities, regression curves and modes
• The double kernel method in density estimation
• MISE of kernel estimates of a density and its derivatives
• Choice of kernel order in density estimation
• Bias correction and higher order kernel functions
• Exact mean integrated squared error
• Mean square error properties of density estimates
• Mean integrated square error properties of density estimates
• Hierarchies of higher order kernels
• On nonparametric kernel density estimates
• Improvement of Kernel Type Density Estimators

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