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. (2021) <arXiv:2107.10572>. 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.

Version: 1.0.1
Depends: R (≥ 3.2), changepoint
Imports: data.table, ggplot2, gridExtra, reshape, graphics, methods
Suggests: testthat, vdiffr
Published: 2021-08-04
Author: Rebecca Killick [aut, cre], Ines Wilms [aut]
Maintainer: Rebecca Killick <r.killick at lancs.ac.uk>
BugReports: https://github.com/rkillick/changepoint.influence/issues
License: GPL-2 | GPL-3 [expanded from: GPL]
URL: https://github.com/rkillick/changepoint.influence/
NeedsCompilation: no
Materials: NEWS
CRAN checks: changepoint.influence results

Documentation:

Reference manual: changepoint.influence.pdf

Downloads:

Package source: changepoint.influence_1.0.1.tar.gz
Windows binaries: r-devel: changepoint.influence_1.0.1.zip, r-release: changepoint.influence_1.0.1.zip, r-oldrel: changepoint.influence_1.0.1.zip
macOS binaries: r-release (arm64): changepoint.influence_1.0.1.tgz, r-release (x86_64): changepoint.influence_1.0.1.tgz, r-oldrel: changepoint.influence_1.0.1.tgz

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