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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>.
| Version: | 1.1 |
| Depends: | mclust, foreach |
| Imports: | Rcpp (≥ 1.0.3), parallel, doParallel, kedd, stats, sm, nor1mix, misc3d |
| LinkingTo: | Rcpp |
| Suggests: | rgl, tkrplot, rpanel |
| Published: | 2024-07-27 |
| DOI: | 10.32614/CRAN.package.baggingbwsel |
| Author: | Daniel Barreiro-Ures [aut], Ruben Fernandez-Casal [aut, cre], Jeffrey Hart [aut], Ricardo Cao [aut], Mario Francisco-Fernandez [aut] |
| Maintainer: | Ruben Fernandez-Casal <rubenfcasal at gmail.com> |
| BugReports: | https://github.com/rubenfcasal/baggingbwsel/issues/ |
| License: | GPL-3 |
| URL: | https://rubenfcasal.github.io/baggingbwsel/, https://github.com/rubenfcasal/baggingbwsel/ |
| NeedsCompilation: | yes |
| Materials: | README |
| CRAN checks: | baggingbwsel results |
| Reference manual: | baggingbwsel.pdf |
| Package source: | baggingbwsel_1.1.tar.gz |
| Windows binaries: | r-devel: baggingbwsel_1.1.zip, r-release: baggingbwsel_1.1.zip, r-oldrel: baggingbwsel_1.1.zip |
| macOS binaries: | r-release (arm64): baggingbwsel_1.1.tgz, r-oldrel (arm64): baggingbwsel_1.1.tgz, r-release (x86_64): baggingbwsel_1.1.tgz, r-oldrel (x86_64): baggingbwsel_1.1.tgz |
| Old sources: | baggingbwsel archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.