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..


Reference manual

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install.packages("LqG")

0.1.0 by Rong Li, 4 years ago


Browse source code at https://github.com/cran/LqG


Authors: Mingcong Wu , Yang Li , Rong Li


Documentation:   PDF Manual  


GPL-3 license


Imports base


See at CRAN