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changepoint: Methods for Changepoint Detection

Implements various mainstream and specialised changepoint methods for finding single and multiple changepoints within data. Many popular non-parametric and frequentist methods are included. The cpt.mean(), cpt.var(), cpt.meanvar() functions should be your first point of call.

Version:2.3
Depends:R (≥ 3.2), methods, stats,zoo (≥ 0.9-1)
Suggests:testthat,vdiffr
Published:2024-11-04
DOI:10.32614/CRAN.package.changepoint
Author:Rebecca Killick [aut, cre], Kaylea Haynes [ctb], Harjit Hullait [ctb], Idris Eckley [ths], Paul Fearnhead [ctb, ths], Robin Long [ctb], Jamie Lee [ctr]
Maintainer:Rebecca Killick <r.killick at lancs.ac.uk>
BugReports:https://github.com/rkillick/changepoint/issues
License:GPL-2 |GPL-3 [expanded from: GPL]
URL:https://github.com/rkillick/changepoint/
NeedsCompilation:yes
Citation:changepoint citation info
Materials:NEWS
In views:TimeSeries
CRAN checks:changepoint results

Documentation:

Reference manual:changepoint.html ,changepoint.pdf

Downloads:

Package source: changepoint_2.3.tar.gz
Windows binaries: r-devel:changepoint_2.3.zip, r-release:changepoint_2.3.zip, r-oldrel:changepoint_2.3.zip
macOS binaries: r-release (arm64):changepoint_2.3.tgz, r-oldrel (arm64):changepoint_2.3.tgz, r-release (x86_64):changepoint_2.3.tgz, r-oldrel (x86_64):changepoint_2.3.tgz
Old sources: changepoint archive

Reverse dependencies:

Reverse depends:changepoint.geo,changepoint.influence,changepoint.np,deltaGseg,EnvCpt,GENEAclassify
Reverse imports:AEDForecasting,chopper,CONFESS,crossvalidationCP,densitr,envoutliers,eventstream,flowAI,flowClean,FlowScreen,GENEAcore,ggchangepoint,goldfish,harbinger,katdetectr,msltrend,OPTS,PCDimension,PCpluS,PCRedux,phenocamr,RtsEva,STOPES,StructuralDecompose,tidychangepoint,tip,trackeRapp
Reverse suggests:atime,binsegRcpp,ggfortify,jointseg,lterdatasampler

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=changepointto link to this page.


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