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baggingbwsel

Bagging Bandwidth Selection in Kernel Density and Regression Estimation

v1.1 · Jul 27, 2024 · GPL-3

Description

Bagging bandwidth selection methods for the Parzen-Rosenblatt and Nadaraya-Watson estimators. These bandwidth selectors can achieve greater statistical precision than their non-bagged counterparts while being computationally fast. See Barreiro-Ures et al. (2020) <doi:10.1093/biomet/asaa092> and Barreiro-Ures et al. (2021) <doi:10.48550/arXiv.2105.04134>.

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OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

Dependency Network

Dependencies Reverse dependencies mclust foreach Rcpp doParallel kedd sm nor1mix misc3d baggingbwsel

Version History

new 1.1 Mar 9, 2026