Introduction | Univariate data | Different kernel | Optimisation parameters | Exact or binned criterion | Multivariate data | References
Package: PCObw 0.0.1
S. Varet
PCObw: Bandwidth Selector with Penalized Comparison to Overfitting Criterion
Bandwidth selector according to the Penalised Comparison to Overfitting (P.C.O.) criterion as described in Varet, S., Lacour, C., Massart, P., Rivoirard, V., (2019) <https://hal.archives-ouvertes.fr/hal-02002275>. It can be used with univariate and multivariate data.
Authors:
PCObw_0.0.1.tar.gz
PCObw_0.0.1.tar.gz(r-4.7-arm64)PCObw_0.0.1.tar.gz(r-4.7-x86_64)PCObw_0.0.1.tar.gz(r-4.6-arm64)PCObw_0.0.1.tar.gz(r-4.6-x86_64)
PCObw_0.0.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
PCObw/json (API)
| # Install 'PCObw' in R: |
| install.packages('PCObw', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Datasets:
- gauss_1D_sample - Univariate sample
- gauss_mD_sample - Multivariate sample
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:963c9ffca9. Checks:6 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 168 | ||
| linux-devel-x86_64 | OK | 139 | ||
| source / vignettes | OK | 275 | ||
| linux-release-arm64 | OK | 153 | ||
| linux-release-x86_64 | OK | 138 | ||
| wasm-release | OK | 115 |
Exports:bw.L2PCObw.L2PCO.diag
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Bandwidth Selector with Penalized Comparison to Overfitting Criterion | PCObw-package PCObw |
| Compute the full PCO bandwith | bw.L2PCO |
| Compute the diagonal PCO bandwith | bw.L2PCO.diag |
| Univariate sample | gauss_1D_sample |
| Multivariate sample | gauss_mD_sample |