svyVarSel: Variable Selection for Complex Survey Data
Fit design-based linear and logistic elastic nets with complex survey data considering the sampling design when defining training and test sets using replicate weights. Methods implemented in this package are described in: A. Iparragirre, T. Lumley, I. Barrio, I. Arostegui (2024) <doi:10.1002/sta4.578>.
| Version: | 1.0.1 |
| Depends: | R (≥ 2.10) |
| Imports: | survey, glmnet |
| Published: | 2024-10-15 |
| DOI: | 10.32614/CRAN.package.svyVarSel |
| Author: | Amaia Iparragirre 
[aut, cre, cph],
Thomas Lumley [aut],
Irantzu Barrio [aut],
Inmaculada Arostegui [aut] |
| Maintainer: | Amaia Iparragirre <amaia.iparragirre at ehu.eus> |
| License: | GPL (≥ 3) |
| NeedsCompilation: | no |
| Citation: | svyVarSel citation info |
| Materials: | README NEWS |
| CRAN checks: | svyVarSel results |
Documentation:
| Reference manual: | svyVarSel.pdf |
Downloads:
| Package source: | svyVarSel_1.0.1.tar.gz |
| Windows binaries: | r-devel: svyVarSel_1.0.1.zip, r-release: svyVarSel_1.0.1.zip, r-oldrel: svyVarSel_1.0.1.zip |
| macOS binaries: | r-release (arm64): svyVarSel_1.0.1.tgz, r-oldrel (arm64): svyVarSel_1.0.1.tgz, r-release (x86_64): svyVarSel_1.0.1.tgz, r-oldrel (x86_64): svyVarSel_1.0.1.tgz |
Reverse dependencies:
| Reverse imports: | svyROC |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=svyVarSel to link to this page.