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.

Package details

AuthorBenjamin S. Baumer [aut, cre, cph] (<https://orcid.org/0000-0002-3279-0516>), Biviana Marcela Suárez Sierra [aut] (<https://orcid.org/0000-0003-2151-3537>), Arrigo Coen [aut] (<https://orcid.org/0000-0001-7798-7104>), Carlos A. Taimal [aut] (<https://orcid.org/0000-0002-8716-1282>), Xueheng Shi [ctb]
MaintainerBenjamin S. Baumer <ben.baumer@gmail.com>
LicenseGPL (>= 3)
Version1.0.0
URL https://beanumber.github.io/tidychangepoint/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("tidychangepoint")

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tidychangepoint documentation built on April 4, 2025, 4:31 a.m.