KWCChangepoint: Robust Changepoint Detection for Functional and Multivariate Data
Detect and test for changes in covariance structures of functional data, as well as changepoint detection for multivariate data more generally. Method for detecting non-stationarity in resting state functional Magnetic Resonance Imaging (fMRI) scans as seen in Ramsay, K., & Chenouri, S. (2025) <doi:10.1080/10485252.2025.2503891> is implemented in fmri_changepoints(). Also includes depth- and rank-based implementation of the wild binary segmentation algorithm for detecting multiple changepoints in multivariate data.
| Version: | 0.2.3 |
| Depends: | R (≥ 4.1) |
| Imports: | ddalpha, fda.usc, tibble, Rcpp (≥ 1.0.12) |
| LinkingTo: | Rcpp, RcppArmadillo |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2025-11-26 |
| DOI: | 10.32614/CRAN.package.KWCChangepoint |
| Author: | Adeeb Rouhani 
[aut, cre, cph],
Kelly Ramsay
[aut] |
| Maintainer: | Adeeb Rouhani <adeeb.rouhani at gmail.com> |
| BugReports: | https://github.com/adeeb99/KWCChangepoint/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/adeeb99/KWCChangepoint, https://adeeb99.github.io/KWCChangepoint/ |
| NeedsCompilation: | yes |
| SystemRequirements: | C++17 |
| Materials: | README, NEWS |
| CRAN checks: | KWCChangepoint results |
Documentation:
| Reference manual: | KWCChangepoint.html , KWCChangepoint.pdf |
Downloads:
| Package source: | KWCChangepoint_0.2.3.tar.gz |
| Windows binaries: | r-devel: KWCChangepoint_0.2.3.zip, r-release: KWCChangepoint_0.2.3.zip, r-oldrel: KWCChangepoint_0.2.3.zip |
| macOS binaries: | r-release (arm64): KWCChangepoint_0.2.3.tgz, r-oldrel (arm64): KWCChangepoint_0.2.3.tgz, r-release (x86_64): KWCChangepoint_0.2.3.tgz, r-oldrel (x86_64): KWCChangepoint_0.2.3.tgz |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=KWCChangepoint to link to this page.