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
changepoint.influence_1.0.2.zip(r-4.7)changepoint.influence_1.0.2.zip(r-4.6)changepoint.influence_1.0.2.zip(r-4.5)
changepoint.influence_1.0.2.tgz(r-4.6-any)changepoint.influence_1.0.2.tgz(r-4.5-any)
changepoint.influence_1.0.2.tar.gz(r-4.7-any)changepoint.influence_1.0.2.tar.gz(r-4.6-any)
changepoint.influence_1.0.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
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:

welldata - Welllog data

On CRAN:

3.00 score 3 scripts 164 downloads 13 mentions 5 exports 25 dependencies

Last updated from:863e1a6fe1. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	140
source / vignettes	OK	168
linux-release-x86_64	OK	189
macos-release-arm64	OK	109
macos-oldrel-arm64	OK	105
windows-devel	OK	149
windows-release	OK	115
windows-oldrel	OK	94
wasm-release	OK	100

Exports:influence InfluenceMap LocationStability ParameterStability StabilityOverview

Dependencies:changepoint cli cpp11 data.table farver ggplot2 glue gridExtra gtable isoband labeling lattice lifecycle plyr R6 RColorBrewer Rcpp reshape rlang S7 scales vctrs viridisLite withr zoo

Citation

Development and contributors

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