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
 [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_1.9.zip, r-release: isva_1.10.zip, r-oldrel: isva_1.9.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.