Matías Salibián Barrera

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 5

Top Topics

Linear Regression Models

Principal Components

Robust Estimators

Top Venues

Comput. Stat. Data Anal.

J. Open Source Softw.

J. Multivar. Anal.

Publications

Xiaomeng Ju, Matías Salibián Barrera
Tree-based boosting with functional data. Comput. Stat. 39 (3) (2024)
Xiaomeng Ju, Matías Salibián Barrera
Robust boosting for regression problems. Comput. Stat. Data Anal. 153 (2021)
Alejandra M. Martínez, Matías Salibián Barrera
RBF: An R package to compute a robust backfitting estimator for additive models. J. Open Source Softw. 6 (60) (2021)
Graciela Boente, Matías Salibián Barrera, Pablo Vena
Robust estimation for semi-functional linear regression models. Comput. Stat. Data Anal. 152 (2020)
Matías Salibián Barrera, Stefan Van Aelst, Victor J. Yohai
Robust tests for linear regression models based on τ-estimates. Comput. Stat. Data Anal. 93 (2016)
Graciela Boente, Matías Salibián Barrera, David E. Tyler
A characterization of elliptical distributions and some optimality properties of principal components for functional data. J. Multivar. Anal. 131 (2014)
Christophe Croux, Elvezio Ronchetti, Matías Salibián Barrera, Stefan Van Aelst
Special issue on robust analysis of complex data. Comput. Stat. Data Anal. 65 (2013)
Claudio Agostinelli, Matías Salibián Barrera
Robust Model Selection with LARS Based on S-estimators. COMPSTAT (2010)
Justin Harrington, Matías Salibián Barrera
Finding approximate solutions to combinatorial problems with very large data sets using BIRCH. Comput. Stat. Data Anal. 54 (3) (2010)
Jorge Adrover, Matías Salibián Barrera
Globally robust confidence intervals for simple linear regression. Comput. Stat. Data Anal. 54 (12) (2010)
Matías Salibián Barrera, Stefan Van Aelst
Robust model selection using fast and robust bootstrap. Comput. Stat. Data Anal. 52 (12) (2008)
Matías Salibián Barrera, Stefan Van Aelst, Gert Willems
Fast and robust bootstrap. Stat. Methods Appl. 17 (1) (2008)