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 |