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 |
| Reference manual: | auxvecLASSO.html , auxvecLASSO.pdf |
| Vignettes: |
intro-to-auxvecLASSO (source, R code) |
| Package source: | auxvecLASSO_0.2.0.tar.gz |
| Windows binaries: | r-devel: auxvecLASSO_0.2.0.zip, r-release: auxvecLASSO_0.2.0.zip, r-oldrel: not available |
| macOS binaries: | r-release (arm64): auxvecLASSO_0.2.0.tgz, r-oldrel (arm64): not available, r-release (x86_64): auxvecLASSO_0.2.0.tgz, r-oldrel (x86_64): not available |
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