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sda

Shrinkage Discriminant Analysis and CAT Score Variable Selection

v1.3.9 · Apr 8, 2025 · GPL (>= 3)

Description

Provides an efficient framework for high-dimensional linear and diagonal discriminant analysis with variable selection. The classifier is trained using James-Stein-type shrinkage estimators and predictor variables are ranked using correlation-adjusted t-scores (CAT scores). Variable selection error is controlled using false non-discovery rates or higher criticism.

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14 OK
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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 Mar 10, 2026

Reverse Dependencies (6)

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Dependency Network

Dependencies Reverse dependencies entropy corpcor fdrtool st FADA crossval discrim mlr tidyAML sda

Version History

new 1.3.9 Mar 10, 2026
updated 1.3.9 ← 1.3.8 diff Apr 7, 2025
updated 1.3.8 ← 1.3.7 diff Nov 20, 2021
updated 1.3.7 ← 1.3.6 diff Jul 7, 2015
updated 1.3.6 ← 1.3.5 diff Mar 20, 2015
updated 1.3.5 ← 1.3.4 diff Nov 17, 2014
updated 1.3.4 ← 1.3.3 diff Jul 27, 2014
updated 1.3.3 ← 1.3.2 diff Apr 17, 2014
updated 1.3.2 ← 1.3.1 diff Jan 9, 2014
updated 1.3.1 ← 1.3.0 diff Aug 31, 2013
updated 1.3.0 ← 1.2.4 diff Apr 27, 2013
updated 1.2.4 ← 1.2.3 diff Apr 2, 2013
updated 1.2.3 ← 1.2.2 diff Nov 23, 2012
updated 1.2.2 ← 1.2.1 diff Aug 19, 2012
updated 1.2.1 ← 1.2.0 diff Jan 21, 2012
updated 1.2.0 ← 1.1.0 diff Jun 27, 2011
updated 1.1.0 ← 1.0.3 diff Mar 11, 2009
updated 1.0.3 ← 1.0.2 diff Dec 7, 2008
updated 1.0.2 ← 1.0.1 diff Dec 3, 2008
updated 1.0.1 ← 1.0.0 diff Nov 21, 2008