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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>.
Getting started
Browse package contents
Package details |
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| Author | Mingcong Wu, Yang Li, Rong Li |
| Maintainer | Rong Li <rong_li@ruc.edu.cn> |
| License | GPL-3 |
| Version | 0.1.0 |
| Package repository | View on CRAN |
| Installation |
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