Package: ChangePointTaylor 0.3
ChangePointTaylor: Identify Changes in Mean
A basic implementation of the change in mean detection method outlined in: Taylor, Wayne A. (2000) <https://variation.com/wp-content/uploads/change-point-analyzer/change-point-analysis-a-powerful-new-tool-for-detecting-changes.pdf>. The package recursively uses the mean-squared error change point calculation to identify candidate change points. The candidate change points are then re-estimated and Taylor's backwards elimination process is then employed to come up with a final set of change points. Many of the underlying functions are written in C++ for improved performance.
Authors:
ChangePointTaylor_0.3.tar.gz
ChangePointTaylor_0.3.zip(r-4.7)ChangePointTaylor_0.3.zip(r-4.6)ChangePointTaylor_0.3.zip(r-4.5)
ChangePointTaylor_0.3.tgz(r-4.6-x86_64)ChangePointTaylor_0.3.tgz(r-4.6-arm64)ChangePointTaylor_0.3.tgz(r-4.5-x86_64)ChangePointTaylor_0.3.tgz(r-4.5-arm64)
ChangePointTaylor_0.3.tar.gz(r-4.7-arm64)ChangePointTaylor_0.3.tar.gz(r-4.7-x86_64)ChangePointTaylor_0.3.tar.gz(r-4.6-arm64)ChangePointTaylor_0.3.tar.gz(r-4.6-x86_64)
ChangePointTaylor_0.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
ChangePointTaylor/json (API)
| # Install 'ChangePointTaylor' in R: |
| install.packages('ChangePointTaylor', repos = c('https://mmarks13.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/mmarks13/changepointtaylor/issues
- US_Trade_Deficit - US Trade Deficit Data: 1987-1988.
Last updated from:452219a1d6. Checks:13 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 132 | ||
| linux-devel-x86_64 | OK | 134 | ||
| source / vignettes | OK | 220 | ||
| linux-release-arm64 | OK | 142 | ||
| linux-release-x86_64 | OK | 139 | ||
| macos-release-arm64 | OK | 151 | ||
| macos-release-x86_64 | OK | 331 | ||
| macos-oldrel-arm64 | OK | 148 | ||
| macos-oldrel-x86_64 | OK | 325 | ||
| windows-devel | OK | 137 | ||
| windows-release | OK | 116 | ||
| windows-oldrel | OK | 100 | ||
| wasm-release | OK | 117 |
Exports:change_point_analyzer
Dependencies:clicpp11dplyrgenericsgluelifecyclemagrittrpillarpkgconfigpurrrR6Rcpprlangstringistringrtibbletidyrtidyselectutf8vctrswithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Identify Changes in Mean | ChangePointTaylor-package |
| change_point_analyzer | change_point_analyzer |
| US Trade Deficit Data: 1987-1988. | US_Trade_Deficit |
