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LqG

Robust Group Variable Screening Based on Maximum Lq-Likelihood Estimation

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>.

Versions across snapshots

VersionRepositoryFileSize
0.1.0 rolling linux/jammy R-4.5 LqG_0.1.0.tar.gz 772.7 KiB
0.1.0 rolling linux/noble R-4.5 LqG_0.1.0.tar.gz 772.6 KiB
0.1.0 rolling source/ R- LqG_0.1.0.tar.gz 755.1 KiB
0.1.0 latest linux/jammy R-4.5 LqG_0.1.0.tar.gz 772.7 KiB
0.1.0 latest linux/noble R-4.5 LqG_0.1.0.tar.gz 772.6 KiB
0.1.0 latest source/ R- LqG_0.1.0.tar.gz 755.1 KiB
0.1.0 2026-04-26 source/ R- LqG_0.1.0.tar.gz 755.1 KiB
0.1.0 2026-04-23 source/ R- LqG_0.1.0.tar.gz 755.1 KiB
0.1.0 2026-04-09 windows/windows R-4.5 LqG_0.1.0.zip 775.5 KiB
0.1.0 2025-04-20 source/ R- LqG_0.1.0.tar.gz 755.1 KiB

Dependencies (latest)

Imports