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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 |
| Reference manual: | changepoint.geo.pdf |
| 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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