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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 |
| 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.
They may not be fully stable and should be used with caution. We make no claims about them.