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bigstep

Stepwise Selection for Large Data Sets

v1.1.2 · Mar 10, 2025 · GPL-3
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Description

Selecting linear and generalized linear models for large data sets using modified stepwise procedure and modern selection criteria (like modifications of Bayesian Information Criterion). Selection can be performed on data which exceed RAM capacity. Bogdan et al., (2004) <doi:10.1534/genetics.103.021683>.

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CRAN Check Status

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 (1)

imports

stabiliser

Dependency Network

Dependencies Reverse dependencies bigmemory magrittr matrixStats R.utils RcppEigen speedglm stabiliser bigstep

Version History

new 1.1.2 Mar 10, 2026
updated 1.1.2 ← 1.1.1 diff Mar 9, 2025
updated 1.1.1 ← 1.1.0 diff May 13, 2023
updated 1.1.0 ← 1.0.3 diff Mar 27, 2023
updated 1.0.3 ← 1.0.2 diff Jul 25, 2019
updated 1.0.2 ← 1.0.1 diff Jul 17, 2019
updated 1.0.1 ← 1.0.0 diff Mar 20, 2019
updated 1.0.0 ← 0.7.4 diff Sep 11, 2018
updated 0.7.4 ← 0.7.1 diff Apr 4, 2017
updated 0.7.1 ← 0.5.0 diff Dec 30, 2016
new 0.5.0 Oct 26, 2016