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isva: Independent Surrogate Variable Analysis

Uses Independent Component Analysis to perform feature selection in the presence of unknown confounders.

Version: 1.10
Imports: qvalue, fastICA, JADE
Published: 2026-03-26
DOI: 10.32614/CRAN.package.isva
Author: Andrew Teschendorff ORCID iD [aut, cre]
Maintainer: Andrew Teschendorff <andrew at sinh.ac.cn>
License: GPL-2 | GPL-3
NeedsCompilation: yes
CRAN checks: isva results

Documentation:

Reference manual: isva.html , isva.pdf

Downloads:

Package source: isva_1.10.tar.gz
Windows binaries: r-devel: isva_1.10.zip, r-release: isva_1.10.zip, r-oldrel: isva_1.10.zip
macOS binaries: r-release (arm64): isva_1.10.tgz, r-oldrel (arm64): isva_1.9.tgz, r-release (x86_64): isva_1.10.tgz, r-oldrel (x86_64): isva_1.10.tgz
Old sources: isva archive

Reverse dependencies:

Reverse depends: SmartSVA
Reverse imports: ChAMP, MEAL, omicRexposome
Reverse suggests: RnBeads

Linking:

Please use the canonical form https://CRAN.R-project.org/package=isva 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.
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