Robust and sparse estimators for linear regression models

Author:

Smucler Ezequiel,Yohai Victor J.

Funder

Universidad de Buenos Aires

CONICET

ANPCYT, Argentina

Publisher

Elsevier BV

Subject

Applied Mathematics,Computational Theory and Mathematics,Computational Mathematics,Statistics and Probability

Reference37 articles.

1. Sparse least trimmed squares regression for analyzing high-dimensional large data sets;Alfons;Ann. Appl. Stat.,2013

2. Robust groupwise least angle regression;Alfons;Comput. Statist. Data Anal.,2016

3. Statistics for High-Dimensional Data: Methods, Theory and Applications;Bühlmann,2011

4. Breakdown and groups;Davies;Ann. Statist.,2005

5. The notion of breakdown point;Donoho,1983

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