Package: BCodifSIS 0.3.2
BCodifSIS: Ball-Codifference Sure Independence Screening
Computes Ball-codifference scores and performs sure independence screening for high-dimensional predictors. The score combines random-ball empirical probabilities with a bounded local codifference weight based on trigonometric characteristic-function contrasts. The functions are intended for marginal screening when moment-based dependence summaries may be unstable or undefined, such as in heavy-tailed data. The implemented methodology is described in Rezapour and Maroufy (2026) "Ball-Codifference Screening for Heavy-Tailed Predictors" <doi:10.48550/arXiv.2607.20821>.
Authors:
BCodifSIS_0.3.2.tar.gz
BCodifSIS_0.3.2.zip(r-4.7-x86_64)BCodifSIS_0.3.2.zip(r-4.7-arm64)BCodifSIS_0.3.2.zip(r-4.6-x86_64)BCodifSIS_0.3.2.zip(r-4.6-arm64)BCodifSIS_0.3.2.zip(r-4.5-x86_64)
BCodifSIS_0.3.2.tgz(r-4.6-x86_64)BCodifSIS_0.3.2.tgz(r-4.6-arm64)BCodifSIS_0.3.2.tgz(r-4.5-x86_64)BCodifSIS_0.3.2.tgz(r-4.5-arm64)
BCodifSIS_0.3.2.tar.gz(r-4.7-arm64)BCodifSIS_0.3.2.tar.gz(r-4.7-x86_64)BCodifSIS_0.3.2.tar.gz(r-4.6-arm64)BCodifSIS_0.3.2.tar.gz(r-4.6-x86_64)
BCodifSIS_0.3.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
BCodifSIS/json (API)
| # Install 'BCodifSIS' in R: |
| install.packages('BCodifSIS', repos = c('https://mohsenrzp.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:0a00d15585. Checks:13 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | NOTE | 79 | ||
| linux-devel-x86_64 | NOTE | 94 | ||
| source / vignettes | OK | 151 | ||
| linux-release-arm64 | NOTE | 86 | ||
| linux-release-x86_64 | NOTE | 90 | ||
| macos-release-arm64 | NOTE | 168 | ||
| macos-release-x86_64 | NOTE | 170 | ||
| macos-oldrel-arm64 | NOTE | 155 | ||
| macos-oldrel-x86_64 | NOTE | 316 | ||
| windows-devel-arm64 | NOTE | 297 | ||
| windows-devel-x86_64 | NOTE | 102 | ||
| windows-release-arm64 | NOTE | 303 | ||
| windows-release-x86_64 | NOTE | 56 | ||
| windows-oldrel-x86_64 | NOTE | 63 | ||
| wasm-release | OK | 73 |
Exports:bcodif_scorebcodif_score_pairbcodif_score_slowbcodif_scoresbcodif_sisbcodifsisquick_check
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Ball-Codifference Sure Independence Screening | BCodifSIS-package BCodifSIS |
| Compute One Ball-Codifference Score | bcodif_score bcodif_score_pair |
| Slow Pure-R Ball-Codifference Score | bcodif_score_slow |
| Compute Ball-Codifference Scores for Predictor Columns | bcodif_scores |
| Ball-Codifference Sure Independence Screening | bcodifsis bcodif_sis print.bcodif_sis |
| Quick Installation and Functionality Check | quick_check |