changepoint.np: Methods for Nonparametric Changepoint Detection

Implements the multiple changepoint algorithm PELT with a nonparametric cost function based on the empirical distribution of the data. This package extends the changepoint package (see Killick, R and Eckley, I (2014) <doi:10.18637/jss.v058.i03> ).

Getting started

Package details

AuthorKaylea Haynes [aut], Rebecca Killick [aut], Paul Fearnhead [ths, ctb], Idris Eckley [ths], Daniel Grose [ctb, cre]
MaintainerDaniel Grose <changepoints@lancaster.ac.uk>
LicenseGPL
Version1.0.5
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("changepoint.np")

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changepoint.np documentation built on Oct. 21, 2022, 1:07 a.m.