This package is considered a duplicate. The official version of this package is found at:https://marc-hofmann.r-universe.dev/lmSubsets

Package: lmSubsets 0.5-4

Marc Hofmann

lmSubsets: Exact Variable-Subset Selection in Linear Regression

Exact and approximation algorithms for variable-subset selection in ordinary linear regression models. Either compute all submodels with the lowest residual sum of squares, or determine the single-best submodel according to a pre-determined statistical criterion. Hofmann et al. (2020) <doi:10.18637/jss.v093.i03>.

Authors:Marc Hofmann [aut, cre], Cristian Gatu [aut], Erricos J. Kontoghiorghes [aut], Ana Colubi [aut], Achim Zeileis [aut], Martin Moene [cph], Microsoft Corporation [cph]

lmSubsets_0.5-4.tar.gz
lmSubsets_0.5-4.zip(r-4.7-x86_64)lmSubsets_0.5-4.zip(r-4.7-arm64)lmSubsets_0.5-4.zip(r-4.6-x86_64)lmSubsets_0.5-4.zip(r-4.6-arm64)
lmSubsets_0.5-4.tar.gz(r-4.7-arm64)lmSubsets_0.5-4.tar.gz(r-4.7-x86_64)lmSubsets_0.5-4.tar.gz(r-4.6-arm64)lmSubsets_0.5-4.tar.gz(r-4.6-x86_64)
lmSubsets_0.5-4.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
lmSubsets/json (API)

# Install 'lmSubsets' in R:

install.packages('lmSubsets', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/marc-hofmann/lmsubsets.r/issues

Uses libs:

openblas– Optimized BLAS
c++– GNU Standard C++ Library v3

Datasets:

AirPollution - Air pollution and mortality
IbkTemperature - Temperature observations and numerical weather predictions for Innsbruck

On CRAN:

openblas cpp

2.87 score 37 scripts 464 downloads 2 mentions 6 exports 0 dependencies

Last updated from:5e64b3b78c. Checks:8 WARNING, 1 ERROR, 1 OK. Indexed: no.

Target	Result	Time
linux-devel-arm64	WARNING	75
linux-devel-x86_64	WARNING	99
source / vignettes	ERROR	164
linux-release-arm64	WARNING	77
linux-release-x86_64	WARNING	107
windows-devel-arm64	WARNING	194
windows-devel-x86_64	WARNING	111
windows-release-arm64	WARNING	169
windows-release-x86_64	WARNING	79
wasm-release	OK	69

Exports:lmSelect lmSelect_fit lmSubsets lmSubsets_fit model_response refit

Dependencies:

Vignettes and/or manual for this package failed to build, some documents may be unavailable. Please inspect thebuild logs for more information.

lmSubsets: Exact Variable-Subset Selection in Linear Regression for R

Rendered fromlmSubsets.Rnwusingutils::Sweave

Last update: 2026-01-15
Started: 2019-03-07

Help page	Topics
Package 'lmSubsets'	lmSubsets-package
Extract AIC values from a subset regression	AIC.lmSelect AIC.lmSubsets
Air pollution and mortality	AirPollution
Extract BIC values from a subset regression	BIC.lmSelect BIC.lmSubsets
Extract the ceofficients from a subset regression	coef.lmSelect coef.lmSubsets
Extract the deviance from a subset regression	deviance.lmSelect deviance.lmSubsets
Extract the fitted values from a subset regression	fitted.lmSelect fitted.lmSubsets
Extract a formula from a subset regression	formula.lmSelect formula.lmSubsets
Temperature observations and numerical weather predictions for Innsbruck	IbkTemperature
Heatmap of a subset regression	image.lmSelect image.lmSubsets
Best-subset regression	lmSelect lmSelect.default print.lmSelect
Best-subset regression	lmSelect_fit
Best-subset regression	lmSelect.lmSubsets
Best-subset regression	lmSelect.matrix
All-subsets regression	lmSubsets lmSubsets.default print.lmSubsets
All-subsets regression	lmSubsets_fit
All-subsets regression	lmSubsets.matrix
Extract the log-likelihood from a subset regression	logLik.lmSelect logLik.lmSubsets
Model response	model_response model_response.default
Extract the model response from a subset regression	model_response.lmSelect model_response.lmSubsets
Extract the model frame from a subset regression	model.frame.lmSelect model.frame.lmSubsets
Extract a model matrix from a subset regression	model.matrix.lmSelect model.matrix.lmSubsets
Plot a subset regression	plot.lmSelect plot.lmSubsets
Refitting models	refit
Refit a subset regression	refit.lmSelect refit.lmSubsets
Extract the residuals from all-subsets regression	residuals.lmSelect residuals.lmSubsets
Extract the residual standard deviation from a subset regression	sigma.lmSelect sigma.lmSubsets
Summarize a subset regression	print.summary.lmSelect print.summary.lmSubsets summary.lmSelect summary.lmSubsets
Extract variable names from a subset regression	variable.names.lmSelect variable.names.lmSubsets
Extract the variance-covariance matrix from a subset regression	vcov.lmSelect vcov.lmSubsets

Package: lmSubsets 0.5-4

lmSubsets: Exact Variable-Subset Selection in Linear Regression

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Readme and manuals

Help Manual

Usage by other packages (reverse dependencies)