baggingbwsel

Bagging Bandwidth Selection in Kernel Density and Regression Estimation

CRAN Package

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.

  • Version1.1
  • R versionunknown
  • LicenseGPL-3
  • Needs compilation?Yes
  • Last release07/27/2024

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  • Depends2 packages
  • Imports6 packages
  • Suggests3 packages
  • Linking To1 package