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SmartSVA

Fast and Robust Surrogate Variable Analysis

v0.1.3 · May 28, 2017 · GPL-3

Description

Introduces a fast and efficient Surrogate Variable Analysis algorithm that captures variation of unknown sources (batch effects) for high-dimensional data sets. The algorithm is built on the 'irwsva.build' function of the 'sva' package and proposes a revision on it that achieves an order of magnitude faster running time while trading no accuracy loss in return.

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CRAN Check Status

5 NOTE
9 OK
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Flavor Status
r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
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 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 NOTE
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 details (5 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Jun Chen <Chen.Jun2@mayo.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Jun",
                      family = "Chen",
                      role = c("aut", "cre"),
                      email = "Chen.Jun2@mayo.edu"),
               person(given = "Ehsan",
                      family = "Behnam",
                      role = "aut",
                      email = "behnamgh@usc.edu"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Jun Chen <Chen.Jun2@mayo.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Jun",
                      family = "Chen",
                      role = c("aut", "cre"),
                      email = "Chen.Jun2@mayo.edu"),
               person(given = "Ehsan",
                      family = "Behnam",
                      role = "aut",
                      email = "behnamgh@usc.edu"))
as necessary.
NOTE r-oldrel-macos-arm64

LazyData

'LazyData' is specified without a 'data' directory
NOTE r-oldrel-macos-x86_64

LazyData

'LazyData' is specified without a 'data' directory
NOTE r-oldrel-windows-x86_64

LazyData

'LazyData' is specified without a 'data' directory

Check History

NOTE 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Jun Chen <Chen.Jun2@mayo.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Jun",
                      family = "Chen",
                      role = c("aut", "cre"),
                      email = "Chen.Jun2@mayo.edu"),
               person(given = "Ehsan",
                      family = "Behnam",
                      role = "aut",
                      email = "behnamgh@usc.edu"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Jun Chen <Chen.Jun2@mayo.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Jun",
                      family = "Chen",
                      role = c("aut", "cre"),
                      email = "Chen.Jun2@mayo.edu"),
               person(given = "Ehsan",
                      family = "Behnam",
                      role = "aut",
                      email = "behnamgh@usc.edu"))
as necessary.
NOTE r-oldrel-macos-arm64

LazyData

'LazyData' is specified without a 'data' directory
NOTE r-oldrel-macos-x86_64

LazyData

'LazyData' is specified without a 'data' directory
NOTE r-oldrel-windows-x86_64

LazyData

'LazyData' is specified without a 'data' directory

Dependency Network

Dependencies Reverse dependencies sva isva RSpectra Rcpp SmartSVA

Version History

new 0.1.3 Mar 10, 2026
updated 0.1.3 ← 0.1.2 diff May 27, 2017
updated 0.1.2 ← 0.1.1 diff May 25, 2017
updated 0.1.1 ← 0.1.0 diff Nov 23, 2016
new 0.1.0 Nov 12, 2016