Package: offlineChange 0.0.4
offlineChange: Detect Multiple Change Points from Time Series
Detect the number and locations of change points. The locations can be either exact or in terms of ranges, depending on the available computational resource. The method is based on Jie Ding, Yu Xiang, Lu Shen, Vahid Tarokh (2017) <doi:10.1109/TSP.2017.2711558>.
Authors:
offlineChange_0.0.4.tar.gz
offlineChange_0.0.4.zip(r-4.7-x86_64)offlineChange_0.0.4.zip(r-4.7-arm64)offlineChange_0.0.4.zip(r-4.6-x86_64)offlineChange_0.0.4.zip(r-4.6-arm64)offlineChange_0.0.4.zip(r-4.5-x86_64)
offlineChange_0.0.4.tgz(r-4.6-x86_64)offlineChange_0.0.4.tgz(r-4.6-arm64)offlineChange_0.0.4.tgz(r-4.5-x86_64)offlineChange_0.0.4.tgz(r-4.5-arm64)
offlineChange_0.0.4.tar.gz(r-4.7-arm64)offlineChange_0.0.4.tar.gz(r-4.7-x86_64)offlineChange_0.0.4.tar.gz(r-4.6-arm64)offlineChange_0.0.4.tar.gz(r-4.6-x86_64)
offlineChange_0.0.4.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
offlineChange/json (API)
| # Install 'offlineChange' in R: |
| install.packages('offlineChange', repos = c('https://weinijiahuan123.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:074320f639. Checks:13 WARNING, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | WARNING | 125 | ||
| linux-devel-x86_64 | WARNING | 129 | ||
| source / vignettes | OK | 181 | ||
| linux-release-arm64 | WARNING | 107 | ||
| linux-release-x86_64 | WARNING | 126 | ||
| macos-release-arm64 | WARNING | 143 | ||
| macos-release-x86_64 | WARNING | 250 | ||
| macos-oldrel-arm64 | WARNING | 201 | ||
| macos-oldrel-x86_64 | WARNING | 336 | ||
| windows-devel-arm64 | WARNING | 337 | ||
| windows-devel-x86_64 | WARNING | 131 | ||
| windows-release-arm64 | WARNING | 339 | ||
| windows-release-x86_64 | WARNING | 94 | ||
| windows-oldrel-x86_64 | WARNING | 94 | ||
| wasm-release | OK | 104 |
Exports:ChangePointsChangePointsPlotGetLogLikGetMleGetMleArMultiWindowOrderKmeansOrderKmeansCppPeakRangePriorRangeOrderKmeansPriorRangeOrderKmeansCppRangeToPointScorePlot
Dependencies:Rcpp
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Detect Number and Location of Change Points of Independent Data | ChangePoints |
| Plot Peak Ranges of Change Points | ChangePointsPlot |
| Get Log Likelihood | GetLogLik |
| Estimate Coefficients | GetMle |
| Estimate Coefficients using ar Function | GetMleAr |
| Multi-window Change Points Detection | MultiWindow |
| Detect Location of Change Points of Independent Data | OrderKmeans |
| Detect Location of Change Points of Independent Data using Rcpp | OrderKmeansCpp |
| Peak Ranges Selection | PeakRange |
| Detect Number and Location of Change Points of Independent Data with Prior Ranges | PriorRangeOrderKmeans |
| Detect Location of Change Points of Independent Data with Prior Ranges using Rcpp | PriorRangeOrderKmeansCpp |
| Get Change Points from Peak Ranges | RangeToPoint |
| Plot score | ScorePlot |