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-4.5)ChangePointTaylor_0.3.zip(r-4.4)ChangePointTaylor_0.3.zip(r-4.3)
ChangePointTaylor_0.3.tgz(r-4.4-x86_64)ChangePointTaylor_0.3.tgz(r-4.4-arm64)ChangePointTaylor_0.3.tgz(r-4.3-x86_64)ChangePointTaylor_0.3.tgz(r-4.3-arm64)
ChangePointTaylor_0.3.tar.gz(r-4.5-noble)ChangePointTaylor_0.3.tar.gz(r-4.4-noble)
ChangePointTaylor_0.3.tgz(r-4.4-emscripten)ChangePointTaylor_0.3.tgz(r-4.3-emscripten)
ChangePointTaylor.pdf |ChangePointTaylor.html✨
ChangePointTaylor/json (API)
NEWS
# 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 4 months agofrom:452219a1d6. Checks:OK: 9. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 17 2024 |
R-4.5-win-x86_64 | OK | Nov 17 2024 |
R-4.5-linux-x86_64 | OK | Nov 17 2024 |
R-4.4-win-x86_64 | OK | Nov 17 2024 |
R-4.4-mac-x86_64 | OK | Nov 17 2024 |
R-4.4-mac-aarch64 | OK | Nov 17 2024 |
R-4.3-win-x86_64 | OK | Nov 17 2024 |
R-4.3-mac-x86_64 | OK | Nov 17 2024 |
R-4.3-mac-aarch64 | OK | Nov 17 2024 |
Exports:change_point_analyzer
Dependencies:clicpp11dplyrfansigenericsgluelifecyclemagrittrpillarpkgconfigpurrrR6Rcpprlangstringistringrtibbletidyrtidyselectutf8vctrswithr
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 |