Package: changepoint.influence 1.0.2
Rebecca Killick
changepoint.influence: Package to Calculate the Influence of the Data on a Changepoint Segmentation
Allows users to input their data, segmentation and function used for the segmentation (and additional arguments) and the package calculates the influence of the data on the changepoint locations, see Wilms et al. (2022) <doi:10.1080/10618600.2021.2000873>. Currently this can only be used with the changepoint package functions to identify changes, but we plan to extend this. There are options for different types of graphics to assess the influence.
Authors:
changepoint.influence_1.0.2.tar.gz
changepoint.influence_1.0.2.zip(r-4.5)changepoint.influence_1.0.2.zip(r-4.4)changepoint.influence_1.0.2.zip(r-4.3)
changepoint.influence_1.0.2.tgz(r-4.4-any)changepoint.influence_1.0.2.tgz(r-4.3-any)
changepoint.influence_1.0.2.tar.gz(r-4.5-noble)changepoint.influence_1.0.2.tar.gz(r-4.4-noble)
changepoint.influence_1.0.2.tgz(r-4.4-emscripten)changepoint.influence_1.0.2.tgz(r-4.3-emscripten)
changepoint.influence.pdf |changepoint.influence.html✨
changepoint.influence/json (API)
NEWS
| # Install 'changepoint.influence' in R: |
| install.packages('changepoint.influence', repos = c('https://rkillick.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/rkillick/changepoint.influence/issues
- welldata - Welllog data
Last updated 9 months agofrom:863e1a6fe1. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 15 2024 |
| R-4.5-win | OK | Nov 15 2024 |
| R-4.5-linux | OK | Nov 15 2024 |
| R-4.4-win | OK | Nov 15 2024 |
| R-4.4-mac | OK | Nov 15 2024 |
| R-4.3-win | OK | Nov 15 2024 |
| R-4.3-mac | OK | Nov 15 2024 |
Exports:influenceInfluenceMapLocationStabilityParameterStabilityStabilityOverview
Dependencies:changepointclicolorspacedata.tablefansifarverggplot2gluegridExtragtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigplyrR6RColorBrewerRcppreshaperlangscalestibbleutf8vctrsviridisLitewithrzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Package to Calculate the Influence of the Data on a Changepoint Segmentation | changepoint.influence-package changepoint.influence |
| Influence Map Graphic | InfluenceMap |
| Location Stability Graphic | LocationStability |
| Parameter Stability Graphic | ParameterStability |
| Stability Overview Graphic | StabilityOverview |
| Welllog data | welldata welllog |
