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isva

Independent Surrogate Variable Analysis

v1.10 · Mar 26, 2026 · GPL-2 | GPL-3

Description

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

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CRAN Check Status

14 OK
Show all 14 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 2, 2026
NOTE 8 OK · 6 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Andrew Teschendorff <a.teschendorff@ucl.ac.uk>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = c("Andrew", "E"),
                      family = "Teschendorff",
                      role = "aut"),
               person(given = "Andrew",
                      family = "Teschendorff",
                      role = "cre",
                      email = "a.teschendorff@ucl.ac.uk"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Andrew Teschendorff <a.teschendorff@ucl.ac.uk>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = c("Andrew", "E"),
                      family = "Teschendorff",
                      role = "aut"),
               person(given = "Andrew",
                      family = "Teschendorff",
                      role = "cre",
                      email = "a.teschendorff@ucl.ac.uk"))
as necessary.
NOTE r-devel-linux-x86_64-fedora-clang

for non-standard things in the check directory

Found the following files/directories:
  ‘RMTplot.pdf’
NOTE r-devel-linux-x86_64-fedora-gcc

for non-standard things in the check directory

Found the following files/directories:
  ‘RMTplot.pdf’
NOTE r-patched-linux-x86_64

for non-standard things in the check directory

Found the following files/directories:
  ‘RMTplot.pdf’
NOTE r-release-linux-x86_64

for non-standard things in the check directory

Found the following files/directories:
  ‘RMTplot.pdf’

Reverse Dependencies (1)

depends

Dependency Network

Dependencies Reverse dependencies qvalue fastICA JADE SmartSVA isva

Version History

updated 1.10 ← 1.9 diff Mar 26, 2026
new 1.9 Mar 10, 2026
updated 1.9 ← 1.8 diff Jan 13, 2017
updated 1.8 ← 1.7 diff Nov 3, 2013
updated 1.6 ← 1.5 diff Sep 24, 2012
updated 1.7 ← 1.6 diff Sep 24, 2012
updated 1.5 ← 1.3 diff Sep 23, 2012
updated 1.3 ← 1.2 diff Sep 6, 2011
updated 1.2 ← 1.1 diff Aug 18, 2011
updated 1.1 ← 1.0 diff Dec 5, 2010
new 1.0 Aug 16, 2010