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Several robust estimators for linear regression and variable selection are provided. Included are Maximum tangent likelihood estimator by Qin, et al., (2017) <arxiv:1708.05439>, least absolute deviance estimator and Huber regression. 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 [aut, cre], Yichen Qin [aut] 
Maintainer  Shaobo Li <shaobo.li@ku.edu> 
License  GPL3 
Version  1.2 
URL  GitHub: https://github.com/shaoboli/MTE 
Package repository  View on CRAN 
Installation 
Install the latest version of this package by entering the following in R:

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