baggedcv: Bagged Cross-Validation for Kernel Density Bandwidth Selection

Bagged cross-validation for bandwidth selection in kernel density estimation (Hall and Marron (1987) <doi:10.1007/BF00363516>). This bandwidth selector can achieve greater statistical precision than standard cross-validation while being computationally fast.

Getting started

Package details

AuthorDaniel Barreiro Ures, Jeffrey D. Hart, Ricardo Cao, Mario Francisco-Fernandez
MaintainerDaniel Barreiro Ures <daniel.barreiro.ures@udc.es>
LicenseGPL-3
Version1.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("baggedcv")

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baggedcv documentation built on July 26, 2019, 9:03 a.m.