Chapter

Robust estimation through the preliminary test based on the LAD-LASSO
The least absolute deviation (LAD) estimator is an alternative to the ordinary least squares estimator when some outliers exist, or the …
Mina Norouzirad, Mohammad Arashi, Filipe J. Marques, Foad Esmaeili
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LAD, LASSO, and related strategies in regression models
In the context of linear regression models, it is well-known that the ordinary least squares estimator is very sensitive to outliers …
Bahadır Yüzbaşı, Syed Ejaz Ahmed, Mohammad Arashi, Mina Norouzirad
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