tidychangepoint: A Tidy Framework for Changepoint Detection Analysis
Changepoint detection algorithms for R are widespread but have different interfaces and reporting conventions. This makes the comparative analysis of results difficult. We solve this problem by providing a tidy, unified interface for several different changepoint detection algorithms. We also provide consistent numerical and graphical reporting leveraging the 'broom' and 'ggplot2' packages.
| Version: | 1.0.0 |
| Depends: | R (≥ 4.2) |
| Imports: | broom, changepoint, cli, dplyr, GA, ggplot2, lifecycle, memoise, methods, patchwork, purrr, rlang, scales, stringr, tibble, tidyr, tsibble, vctrs, wbs, xts, zoo |
| Suggests: | bench, knitr, here, multitaper, readr, rmarkdown, testthat (≥ 3.0.0) |
| Published: | 2025-01-31 |
| DOI: | 10.32614/CRAN.package.tidychangepoint |
| Author: | Benjamin S. Baumer
 [aut, cre,
cph],
Biviana Marcela Suárez Sierra
[aut],
Arrigo Coen [aut],
Carlos A. Taimal
[aut],
Xueheng Shi [ctb] |
| Maintainer: | Benjamin S. Baumer <ben.baumer at gmail.com> |
| License: | GPL (≥ 3) |
| URL: | https://beanumber.github.io/tidychangepoint/ |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| In views: | TimeSeries |
| CRAN checks: | tidychangepoint results |
Documentation:
| Reference manual: | tidychangepoint.pdf |
| Vignettes: |
tidychangepoint (source, R code) |
Downloads:
| Package source: | tidychangepoint_1.0.0.tar.gz |
| Windows binaries: | r-devel: tidychangepoint_1.0.0.zip, r-release: tidychangepoint_1.0.0.zip, r-oldrel: tidychangepoint_1.0.0.zip |
| macOS binaries: | r-devel (arm64): tidychangepoint_1.0.0.tgz, r-release (arm64): tidychangepoint_1.0.0.tgz, r-oldrel (arm64): tidychangepoint_1.0.0.tgz, r-devel (x86_64): tidychangepoint_1.0.0.tgz, r-release (x86_64): tidychangepoint_1.0.0.tgz, r-oldrel (x86_64): tidychangepoint_1.0.0.tgz |
| Old sources: | tidychangepoint archive |
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