BIAS REDUCTION AND ELIMINATION WITH KERNEL ESTIMATORS

DOI10.1081/STA-100105702zbMath0991.62022MaRDI QIDQ4540693

Stephan R. Sain

Publication date: 28 July 2002

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

zbMATH Keywords

cross-validationbandwidth selectionvariable bandwidth

Mathematics Subject Classification ID

Density estimation (62G07)

Uses Software

• pyuvdata

Cites Work

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• Local data-driven bandwidth choice for density estimation
• A local cross-validation algorithm
• Exact mean integrated squared error
• Variable kernel density estimation
• Bias annihilating bandwidths for kernel density estimation at a point
• Bias reduction in kernel density estimation by smoothed empirical transformations
• On bandwidth variation in kernel estimates. A square root law
• Smoothing methods in statistics
• ON THE REDUCTION OF BIAS IN DENSITY ESTIMATES1
• On nonparametric kernel density estimates
• Generalized jackknifing and higher order kernels
• KERNEL DENSITY ESTIMATION WHEN THE BANDWIDTH IS LARGE