Package: wbs 1.4.1
Rafal Baranowski
wbs: Wild Binary Segmentation for Multiple Change-Point Detection
Provides efficient implementation of the Wild Binary Segmentation and Binary Segmentation algorithms for estimation of the number and locations of multiple change-points in the piecewise constant function plus Gaussian noise model.
Authors:
wbs_1.4.1.tar.gz
wbs_1.4.1.tar.gz(r-4.7-arm64)wbs_1.4.1.tar.gz(r-4.7-x86_64)wbs_1.4.1.tar.gz(r-4.6-arm64)wbs_1.4.1.tar.gz(r-4.6-x86_64)
wbs_1.4.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
wbs/json (API)
| # Install 'wbs' in R: |
| install.packages('wbs', repos = c('https://cran.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:8b03281e4d. Checks:6 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 91 | ||
| linux-devel-x86_64 | OK | 111 | ||
| source / vignettes | OK | 149 | ||
| linux-release-arm64 | OK | 89 | ||
| linux-release-x86_64 | OK | 119 | ||
| wasm-release | OK | 87 |
Exports:changepointsfixed.intervalsmeans.between.cptrandom.intervalssbsssic.penaltywbs
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Wild Binary Segmentation for multiple change-point detection | wbs-package |
| Bayesian Information Criterion penalty term | bic.penalty |
| Change-points detected by WBS or BS | changepoints changepoints.sbs changepoints.wbs |
| Fixed intervals | fixed.intervals |
| Modified Bayes Information Criterion penalty term | mbic.penalty |
| Means between change-points | means.between.cpt |
| Plot for an 'sbs' object | plot.sbs |
| Plot for a 'wbs' object | plot.wbs |
| Print for an 'sbs' object | print.sbs |
| Print for a 'wbs' object | print.wbs |
| Random intervals | random.intervals |
| Change-point detection via standard Binary Segmentation | sbs sbs.default |
| Strengthened Schwarz Information Criterion penalty term | ssic.penalty |
| Change-point detection via Wild Binary Segmentation | wbs wbs.default |