The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.

cpop: Detection of Multiple Changes in Slope in Univariate Time-Series

Detects multiple changes in slope using the CPOP dynamic programming approach of Fearnhead, Maidstone, and Letchford (2019) <doi:10.1080/10618600.2018.1512868>. This method finds the best continuous piecewise linear fit to data under a criterion that measures fit to data using the residual sum of squares, but penalizes complexity based on an L0 penalty on changes in slope. Further information regarding the use of this package with detailed examples can be found in Fearnhead and Grose (2024) <doi:10.18637/jss.v109.i07>.

Version: 1.0.7
Depends: R (≥ 3.5.0), crops, pacman
Imports: Rdpack, Rcpp (≥ 0.12.13), ggplot2, mathjaxr, pracma, methods
LinkingTo: Rcpp
Suggests: testthat
Published: 2024-05-28
DOI: 10.32614/CRAN.package.cpop
Author: Daniel Grose [aut, cre], Paul Fearnhead [aut]
Maintainer: Daniel Grose <dan.grose at lancaster.ac.uk>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: yes
Citation: cpop citation info
Materials: NEWS
CRAN checks: cpop results

Documentation:

Reference manual: cpop.pdf

Downloads:

Package source: cpop_1.0.7.tar.gz
Windows binaries: r-devel: cpop_1.0.7.zip, r-release: cpop_1.0.7.zip, r-oldrel: cpop_1.0.7.zip
macOS binaries: r-release (arm64): cpop_1.0.7.tgz, r-oldrel (arm64): cpop_1.0.7.tgz, r-release (x86_64): cpop_1.0.7.tgz, r-oldrel (x86_64): cpop_1.0.7.tgz
Old sources: cpop archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=cpop to link to this page.

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.