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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> ).

Version: 1.0.5
Depends: changepoint
Imports: methods, zoo, Rdpack
Published: 2022-10-20
DOI: 10.32614/CRAN.package.changepoint.np
Author: Kaylea Haynes [aut], Rebecca Killick [aut], Paul Fearnhead [ths, ctb], Idris Eckley [ths], Daniel Grose [ctb, cre]
Maintainer: Daniel Grose <changepoints at lancaster.ac.uk>
License: GPL-2 | GPL-3 [expanded from: GPL]
NeedsCompilation: yes
In views: TimeSeries
CRAN checks: changepoint.np results

Documentation:

Reference manual: changepoint.np.pdf

Downloads:

Package source: changepoint.np_1.0.5.tar.gz
Windows binaries: r-devel: changepoint.np_1.0.5.zip, r-release: changepoint.np_1.0.5.zip, r-oldrel: changepoint.np_1.0.5.zip
macOS binaries: r-release (arm64): changepoint.np_1.0.5.tgz, r-oldrel (arm64): changepoint.np_1.0.5.tgz, r-release (x86_64): changepoint.np_1.0.5.tgz, r-oldrel (x86_64): changepoint.np_1.0.5.tgz
Old sources: changepoint.np archive

Reverse dependencies:

Reverse depends: changepoint.geo
Reverse imports: ggchangepoint, katdetectr

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.