Package: ggchangepoint
Type: Package
Title: Combines Changepoint Analysis with 'ggplot2'
Version: 0.4.0
Authors@R: 
    c(person(given = "Youzhi",
             family = "Yu",
             role = c("aut", "cre"),
             email = "yuyouzhi666@icloud.com"))
Description: A unified, tidy, 'ggplot2'-native interface to changepoint
        detection in R. Provides the 'ggcpt' S3 result class with
        'broom'-style tidy/glance/augment methods, 'autoplot()' (with
        confidence intervals, fitted signals, and multivariate facets),
        composable geoms ('geom_changepoint()', 'geom_cpt_segment()',
        'geom_cpt_ci()', 'stat_changepoint()'), and a 'cpt_detect()'
        dispatcher covering over thirty methods with introspection via
        'cpt_methods()': penalised/optimal partitioning (PELT, BinSeg,
        SegNeigh, AMOC, FPOP, CROPS penalty paths, 'fastcpd',
        change-in-slope via 'cpop'), multiscale and search methods
        (WBS, WBS2, NOT, MOSUM, Isolate-Detect, TGUH, SMUCE/HSMUCE with
        confidence intervals), nonparametric and kernel methods
        ('changepoint.np', 'ecp', 'kcpRS', 'CptNonPar', sequential
        'cpm', self-normalisation via 'SNSeg'), Bayesian methods
        ('bcp', online 'ocp', 'Rbeast'), high-dimensional and
        multivariate methods ('InspectChangepoint', 'ocd',
        'changepoint.geo'), regression breaks ('strucchange',
        'segmented', 'EnvCpt'), and robust detection under drift and
        autocorrelation ('DeCAFS'). Also includes method comparison,
        batch/panel detection, bootstrap stability diagnostics,
        accuracy metrics, Bayesian posterior and run-length plots,
        interactive rendering, data simulation with canonical test
        signals, and per-method citations.
License: GPL (>= 3)
Encoding: UTF-8
Imports: changepoint, changepoint.np, dplyr, ecp, generics, ggplot2 (>=
        3.4.0), lifecycle, Rdpack, tibble, utils
RdMacros: Rdpack
RoxygenNote: 7.3.2
Suggests: rmarkdown, knitr, testthat (>= 3.0.0), wbs, breakfast, not,
        mosum, fpop, IDetect, stepR, cpop, bcp, ocp, Rbeast, cpm,
        kcpRS, CptNonPar, DeCAFS, SNSeg, InspectChangepoint, ocd,
        changepoint.geo, strucchange, segmented, EnvCpt, fastcpd,
        plotly, future, future.apply
VignetteBuilder: knitr
URL: https://pursuitofdatascience.github.io/ggchangepoint/
BugReports: https://github.com/PursuitOfDataScience/ggchangepoint/issues
Repository: https://pursuitofdatascience.r-universe.dev
Date/Publication: 2026-07-02 19:54:41 UTC
RemoteUrl: https://github.com/pursuitofdatascience/ggchangepoint
RemoteRef: HEAD
RemoteSha: bcf54c429347aedcff4e45d8faa879c87e4a7009
NeedsCompilation: no
Packaged: 2026-07-02 21:06:39 UTC; root
Author: Youzhi Yu [aut, cre]
Maintainer: Youzhi Yu <yuyouzhi666@icloud.com>