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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: 0.0.1
Depends: R (≥ 4.1)
Imports: broom, changepoint, cli, dplyr, GA, ggplot2, lifecycle, memoise, methods, patchwork, purrr, scales, stringr, tibble, tidyr, tsibble, vctrs, wbs, xts, zoo
Suggests: bench, knitr, here, readr, rmarkdown, testthat (≥ 3.0.0)
Published: 2024-08-19
DOI: 10.32614/CRAN.package.tidychangepoint
Author: Benjamin S. Baumer ORCID iD [aut, cre, cph], Biviana Marcela Suarez Sierra ORCID iD [aut], Arrigo Coen ORCID iD [aut], Carlos A. Taimal ORCID iD [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_0.0.1.tar.gz
Windows binaries: r-devel: tidychangepoint_0.0.1.zip, r-release: tidychangepoint_0.0.1.zip, r-oldrel: tidychangepoint_0.0.1.zip
macOS binaries: r-release (arm64): tidychangepoint_0.0.1.tgz, r-oldrel (arm64): tidychangepoint_0.0.1.tgz, r-release (x86_64): tidychangepoint_0.0.1.tgz, r-oldrel (x86_64): tidychangepoint_0.0.1.tgz

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.