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jointseg: Joint Segmentation of Multivariate (Copy Number) Signals

Methods for fast segmentation of multivariate signals into piecewise constant profiles and for generating realistic copy-number profiles. A typical application is the joint segmentation of total DNA copy numbers and allelic ratios obtained from Single Nucleotide Polymorphism (SNP) microarrays in cancer studies. The methods are described in Pierre-Jean, Rigaill and Neuvial (2015) <doi:10.1093/bib/bbu026>.

Version:1.0.3
Depends:R (≥ 3.1.0)
Imports:acnr (≥ 0.3.1),matrixStats (≥ 0.6.0),DNAcopy
Suggests:PSCBS,R.cache,digest,changepoint (≥ 1.0.2),knitr,rmarkdown,testthat
Published:2025-05-14
DOI:10.32614/CRAN.package.jointseg
Author:Morgane Pierre-Jean [aut, cre], Pierre Neuvial [aut], Guillem Rigaill [aut]
Maintainer:Morgane Pierre-Jean <mpierrejean.pro at gmail.com>
BugReports:https://github.com/mpierrejean/jointseg/issues
License:LGPL-2.1 |LGPL-3 [expanded from: LGPL (≥ 2.1)]
URL:https://github.com/mpierrejean/jointseg
NeedsCompilation:yes
Citation:jointseg citation info
Materials:README,NEWS
In views:TimeSeries
CRAN checks:jointseg results

Documentation:

Reference manual:jointseg.html ,jointseg.pdf
Vignettes:PSSeg (source,R code)
Generating realistic data (source,R code)

Downloads:

Package source: jointseg_1.0.3.tar.gz
Windows binaries: r-devel:jointseg_1.0.3.zip, r-release:jointseg_1.0.3.zip, r-oldrel:jointseg_1.0.3.zip
macOS binaries: r-release (arm64):jointseg_1.0.3.tgz, r-oldrel (arm64):jointseg_1.0.3.tgz, r-release (x86_64):jointseg_1.0.3.tgz, r-oldrel (x86_64):jointseg_1.0.3.tgz
Old sources: jointseg archive

Reverse dependencies:

Reverse depends:SegCorr
Reverse imports:CNVScope
Reverse suggests:penaltyLearning

Linking:

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


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