The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.
Performs a series of offline and/or online change-point detection algorithms for 1) univariate mean: <doi:10.1214/20-EJS1710>, <doi:10.48550/arXiv.2006.03283>; 2) univariate polynomials: <doi:10.1214/21-EJS1963>; 3) univariate and multivariate nonparametric settings: <doi:10.1214/21-EJS1809>, <doi:10.1109/TIT.2021.3130330>; 4) high-dimensional covariances: <doi:10.3150/20-BEJ1249>; 5) high-dimensional networks with and without missing values: <doi:10.1214/20-AOS1953>, <doi:10.48550/arXiv.2101.05477>, <doi:10.48550/arXiv.2110.06450>; 6) high-dimensional linear regression models: <doi:10.48550/arXiv.2010.10410>, <doi:10.48550/arXiv.2207.12453>; 7) high-dimensional vector autoregressive models: <doi:10.48550/arXiv.1909.06359>; 8) high-dimensional self exciting point processes: <doi:10.48550/arXiv.2006.03572>; 9) dependent dynamic nonparametric random dot product graphs: <doi:10.48550/arXiv.1911.07494>; 10) univariate mean against adversarial attacks: <doi:10.48550/arXiv.2105.10417>.
| Version: | 1.1.0 |
| Depends: | R (≥ 3.5.0) |
| Imports: | stats, gglasso, glmnet, ks, MASS, data.tree, Rcpp |
| LinkingTo: | Rcpp, RcppArmadillo |
| Suggests: | knitr, abind, DiagrammeR, rmarkdown |
| Published: | 2022-09-04 |
| Author: | Haotian Xu [aut, cre], Oscar Padilla [aut], Daren Wang [aut], Mengchu Li [aut], Qin Wen [ctb] |
| Maintainer: | Haotian Xu <haotian.xu at uclouvain.be> |
| License: | GPL (≥ 3) |
| URL: | https://github.com/HaotianXu/changepoints |
| NeedsCompilation: | yes |
| Materials: | README NEWS |
| CRAN checks: | changepoints results |
| Reference manual: | changepoints.pdf |
| Vignettes: |
example_VAR example_univariate_mean |
| Package source: | changepoints_1.1.0.tar.gz |
| Windows binaries: | r-devel: changepoints_1.1.0.zip, r-release: changepoints_1.1.0.zip, r-oldrel: changepoints_1.1.0.zip |
| macOS binaries: | r-release (arm64): changepoints_1.1.0.tgz, r-oldrel (arm64): changepoints_1.1.0.tgz, r-release (x86_64): changepoints_1.1.0.tgz, r-oldrel (x86_64): changepoints_1.1.0.tgz |
| Old sources: | changepoints archive |
Please use the canonical form https://CRAN.R-project.org/package=changepoints to link to this page.
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.
Health stats visible at Monitor.