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:Rebecca Killick [aut, cre], Ines Wilms [aut]

changepoint.influence_1.0.2.tar.gz
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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

Datasets:

On CRAN:

Conda:

3.00 score 3 scripts 299 downloads 13 mentions 5 exports 35 dependencies

Last updated 1 years agofrom:863e1a6fe1. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 15 2025
R-4.5-winOKMar 15 2025
R-4.5-macOKMar 15 2025
R-4.5-linuxOKMar 15 2025
R-4.4-winOKMar 15 2025
R-4.4-macOKMar 15 2025
R-4.4-linuxOKMar 15 2025
R-4.3-winOKMar 15 2025
R-4.3-macOKMar 15 2025

Exports:influenceInfluenceMapLocationStabilityParameterStabilityStabilityOverview

Dependencies:changepointclicolorspacedata.tablefansifarverggplot2gluegridExtragtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigplyrR6RColorBrewerRcppreshaperlangscalestibbleutf8vctrsviridisLitewithrzoo

Readme and manuals

Help Manual

Help pageTopics
Package to Calculate the Influence of the Data on a Changepoint Segmentationchangepoint.influence-package changepoint.influence
Influence Map GraphicInfluenceMap
Location Stability GraphicLocationStability
Parameter Stability GraphicParameterStability
Stability Overview GraphicStabilityOverview
Welllog datawelldata welllog