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.

Package details

AuthorRebecca Killick [aut, cre], Kaylea Haynes [ctb], Harjit Hullait [ctb], Idris Eckley [ths], Paul Fearnhead [ctb, ths], Robin Long [ctb], Jamie Lee [ctr]
MaintainerRebecca Killick <r.killick@lancs.ac.uk>
LicenseGPL
Version2.3
URL https://github.com/rkillick/changepoint/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("changepoint")

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changepoint documentation built on Nov. 4, 2024, 9:06 a.m.