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Produces a group screening procedure that is based on maximum Lq-likelihood estimation, to simultaneously account for the group structure and data contamination in variable screening. The methods are described in Li, Y., Li, R., Qin, Y., Lin, C., & Yang, Y. (2021) Robust Group Variable Screening Based on Maximum Lq-likelihood Estimation. Statistics in Medicine, 40:6818-6834.<doi:10.1002/sim.9212>.
Version: | 0.1.0 |
Depends: | R (≥ 3.5.0) |
Imports: | base |
Published: | 2022-04-27 |
DOI: | 10.32614/CRAN.package.LqG |
Author: | Mingcong Wu, Yang Li, Rong Li |
Maintainer: | Rong Li <rong_li at ruc.edu.cn> |
License: | GPL-3 |
NeedsCompilation: | no |
CRAN checks: | LqG results |
Reference manual: | LqG.pdf |
Package source: | LqG_0.1.0.tar.gz |
Windows binaries: | r-devel: LqG_0.1.0.zip, r-release: LqG_0.1.0.zip, r-oldrel: LqG_0.1.0.zip |
macOS binaries: | r-release (arm64): LqG_0.1.0.tgz, r-oldrel (arm64): LqG_0.1.0.tgz, r-release (x86_64): LqG_0.1.0.tgz, r-oldrel (x86_64): LqG_0.1.0.tgz |
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These binaries (installable software) and packages are in development.
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