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DeCAFS: Detecting Changes in Autocorrelated and Fluctuating Signals

Detect abrupt changes in time series with local fluctuations as a random walk process and autocorrelated noise as an AR(1) process. See Romano, G., Rigaill, G., Runge, V., Fearnhead, P. (2021) <doi:10.1080/01621459.2021.1909598>.

Version:3.3.5
Depends:R (≥ 2.10)
Imports:Rcpp (≥ 1.0.0),ggplot2,robustbase
LinkingTo:Rcpp
Published:2025-12-08
DOI:10.32614/CRAN.package.DeCAFS
Author:Gaetano Romano [aut, cre], Guillem Rigaill [aut], Vincent Runge [aut], Paul Fearnhead [aut]
Maintainer:Gaetano Romano <g.romano at lancaster.ac.uk>
BugReports:https://github.com/gtromano/DeCAFS/issues
License:GPL-2 |GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation:yes
Materials:README,NEWS
CRAN checks:DeCAFS results

Documentation:

Reference manual:DeCAFS.html ,DeCAFS.pdf

Downloads:

Package source: DeCAFS_3.3.5.tar.gz
Windows binaries: r-devel:DeCAFS_3.3.3.zip, r-release:DeCAFS_3.3.5.zip, r-oldrel:DeCAFS_3.3.5.zip
macOS binaries: r-release (arm64):DeCAFS_3.3.5.tgz, r-oldrel (arm64):DeCAFS_3.3.5.tgz, r-release (x86_64):DeCAFS_3.3.5.tgz, r-oldrel (x86_64):DeCAFS_3.3.5.tgz
Old sources: DeCAFS archive

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=DeCAFSto link to this page.


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