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 (may not be active yet) |
| 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: not available, r-release: not available, r-oldrel: not available |
| macOS binaries: | r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): KWCChangepoint_0.2.3.tgz, r-oldrel (x86_64): KWCChangepoint_0.2.3.tgz |
Linking:
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