Zero-Bias Locally Adaptive Density Estimators

DOI10.1111/1467-9469.00300zbMath1036.62034OpenAlexW2017361652MaRDI QIDQ4455911

David W. Scott, Stephan R. Sain

Publication date: 16 March 2004

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

Full work available at URL: https://doi.org/10.1111/1467-9469.00300

zbMATH Keywords

bandwidthcross-validationkernel PDF estimator

Mathematics Subject Classification ID

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

Related Items (7)

A note on kernel density estimation at a parametric rate† ⋮ Density estimates of low bias ⋮ On the risk of estimates for block decreasing densities ⋮ Bayesian adaptive bandwidth kernel density estimation of irregular multivariate distributions ⋮ Unnamed Item ⋮ Multivariate locally adaptive density estimation. ⋮ An assessment of finite sample performance of adaptive methods in density estimation

Uses Software

• KernSmooth
• pyuvdata

Cites Work

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• Local data-driven bandwidth choice for density estimation
• A local cross-validation algorithm
• Bias annihilating bandwidths for kernel density estimation at a point

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