changepoint.geo: Geometrically Inspired Multivariate Changepoint Detection

Implements the high-dimensional changepoint detection method GeomCP and the related mappings used for changepoint detection. These methods view the changepoint problem from a geometrical viewpoint and aim to extract relevant geometrical features in order to detect changepoints. The geomcp() function should be your first point of call. References: Grundy et al. (2020) <doi:10.1007/s11222-020-09940-y>.

Version: 1.0.2
Depends: R (≥ 3.6), changepoint, changepoint.np, methods, ggplot2
Imports: Rdpack
Suggests: testthat, MASS
Published: 2023-09-23
DOI: 10.32614/CRAN.package.changepoint.geo
Author: Thomas Grundy [aut], Rebecca Killick [cre, ths]
Maintainer: Rebecca Killick <r.killick at lancaster.ac.uk>
License: GPL-2 | GPL-3 [expanded from: GPL]
URL: https://github.com/grundy95/changepoint.geo/
NeedsCompilation: no
Materials: NEWS
In views: TimeSeries
CRAN checks: changepoint.geo results

Documentation:

Reference manual: changepoint.geo.pdf

Downloads:

Package source: changepoint.geo_1.0.2.tar.gz
Windows binaries: r-devel: changepoint.geo_1.0.2.zip, r-release: changepoint.geo_1.0.2.zip, r-oldrel: changepoint.geo_1.0.2.zip
macOS binaries: r-release (arm64): changepoint.geo_1.0.2.tgz, r-oldrel (arm64): changepoint.geo_1.0.2.tgz, r-release (x86_64): changepoint.geo_1.0.2.tgz, r-oldrel (x86_64): changepoint.geo_1.0.2.tgz
Old sources: changepoint.geo archive

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