auxvecLASSO: LASSO Auxiliary Variable Selection and Auxiliary Vector Diagnostics

Provides tools for assessing and selecting auxiliary variables using LASSO. The package includes functions for variable selection and diagnostics, facilitating survey calibration analysis with emphasis on robust auxiliary vector selection. For more details see Tibshirani (1996) <doi:10.1111/j.2517-6161.1996.tb02080.x> and Caughrey and Hartman (2017) <doi:10.2139/ssrn.3494436>.

Version:	0.2.0
Depends:	R (≥ 4.5.0)
Imports:	doParallel, parallelly, Matrix, glmnet, stats, survey, utils, pROC, crayon
Suggests:	testthat (≥ 3.0.0), foreach, knitr, rmarkdown, withr, sampling, dplyr
Published:	2025-08-28
DOI:	10.32614/CRAN.package.auxvecLASSO
Author:	Gustaf Andersson [aut, cre, cph]
Maintainer:	Gustaf Andersson <gustafanderssons at gmail.com>
BugReports:	https://github.com/gustafanderssons/auxvecLASSO-R-Package/issues
License:	MIT + file LICENSE
URL:	https://github.com/gustafanderssons/auxvecLASSO-R-Package
NeedsCompilation:	no
Language:	en
Materials:	README, NEWS
CRAN checks:	auxvecLASSO results

Documentation:

Reference manual:	auxvecLASSO.html , auxvecLASSO.pdf
Vignettes:	intro-to-auxvecLASSO (source, R code)

Downloads:

Package source:	auxvecLASSO_0.2.0.tar.gz
Windows binaries:	r-devel: auxvecLASSO_0.2.0.zip, r-release: not available, r-oldrel: not available
macOS binaries:	r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): auxvecLASSO_0.2.0.tgz, r-oldrel (x86_64): not available

Linking:

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