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Provides several robust estimators for linear regression and variable selection. They are Maximum tangent likelihood estimator (Qin, et al. (2017) <arXiv:1708.05439>), least absolute deviance estimator, and Huber loss. The penalized version of each of these estimator incorporates L1 penalty function, i.e., LASSO and Adaptive Lasso. They are able to produce consistent estimates for both fixed and highdimensional settings.
Package details 


Author  Shaobo Li and Yichen Qin 
Maintainer  Shaobo Li <[email protected]> 
License  GPL3 
Version  1.0.0 
Package repository  View on CRAN 
Installation 
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