Stefan Van Aelst

Comput. Stat. Data Anal., 2025

2024

Robust and sparse logistic regression.

[BibT_eX]

[DOI]

Adv. Data Anal. Classif., September, 2024

Co-clustering contaminated data: a robust model-based approach.

[BibT_eX]

[DOI]

Adv. Data Anal. Classif., March, 2024

Editorial.

[BibT_eX]

[DOI]

Ying Chen

Patrick J. F. Groenen

Kwan-Liu Ma

J. Data Sci. Stat. Vis., 2024

2023

Robust penalized estimators for functional linear regression.

[BibT_eX]

[DOI]

Ioannis Kalogridis

J. Multivar. Anal., 2023

2021

Editorial Founding Issue.

[BibT_eX]

[DOI]

Patrick J. F. Groenen

J. Data Sci. Stat. Vis., 2021

M-estimators and trimmed means: from Hilbert-valued to fuzzy set-valued data.

[BibT_eX]

[DOI]

Pedro Terán

Adv. Data Anal. Classif., 2021

2020

Sparse Principal Component Analysis Based on Least Trimmed Squares.

[BibT_eX]

[DOI]

Yixin Wang

Technometrics, 2020

2019

Robust variable screening for regression using factor profiling.

[BibT_eX]

[DOI]

Yixin Wang

Stat. Anal. Data Min., 2019

Robust functional regression based on principal components.

[BibT_eX]

[DOI]

Ioannis Kalogridis

J. Multivar. Anal., 2019

Empirical analysis of the maximum asymptotic bias of location estimators for fuzzy number-valued data.

[BibT_eX]

[DOI]

Holger Cevallos-Valdiviezo

Int. J. Approx. Reason., 2019

Robust Bayesian seemingly unrelated regression model.

[BibT_eX]

[DOI]

Comput. Stat., 2019

Fast computation of robust subspace estimators.

[BibT_eX]

[DOI]

Comput. Stat. Data Anal., 2019

2018

Robust inference for seemingly unrelated regression models.

[BibT_eX]

[DOI]

Kris Peremans

J. Multivar. Anal., 2018

Advantages of M-estimators of location for fuzzy numbers based on Tukey's biweight loss function.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2018

Empirical Comparison of the Performance of Location Estimates of Fuzzy Number-Valued Data.

[BibT_eX]

[DOI]

Proceedings of the Uncertainty Modelling in Data Science, 2018

2017

2nd special issue on robust analysis of complex data.

[BibT_eX]

[DOI]

Comput. Stat. Data Anal., 2017

2016

M-Estimates of Location for the Robust Central Tendency of Fuzzy Data.

[BibT_eX]

[DOI]

María Angeles Gil

IEEE Trans. Fuzzy Syst., 2016

Stahel-Donoho estimation for high-dimensional data.

[BibT_eX]

[DOI]

Int. J. Comput. Math., 2016

Robust tests for linear regression models based on τ-estimates.

[BibT_eX]

[DOI]

Victor J. Yohai

Comput. Stat. Data Anal., 2016

Special Issue on Advances in Data Mining and Robust Statistics.

[BibT_eX]

[DOI]

Comput. Stat. Data Anal., 2016

Tukey's Biweight Loss Function for Fuzzy Set-Valued M-estimators of Location.

[BibT_eX]

[DOI]

Holger Cevallos-Valdiviezo

Proceedings of the Soft Methods for Data Science, 2016

2015

Tree-based prediction on incomplete data using imputation or surrogate decisions.

[BibT_eX]

[DOI]

Arminda Manuela Gonçalves

Inf. Sci., 2015

2014

A parameterized L<sup>2</sup> metric between fuzzy numbers and its parameter interpretation.

[BibT_eX]

[DOI]

Fuzzy Sets Syst., 2014

Special issue on Model Selection and High Dimensional Data Reduction.

[BibT_eX]

[DOI]

Comput. Stat. Data Anal., 2014

Outlier Detection and Robust Variable Selection for Least Angle Regression.

[BibT_eX]

[DOI]

Shirin Shahriari

Susana Faria

Proceedings of the Computational Science and Its Applications - ICCSA 2014 - 14th International Conference, Guimarães, Portugal, June 30, 2014

2013

Robust and efficient estimation of the residual scale in linear regression.

[BibT_eX]

[DOI]

J. Multivar. Anal., 2013

Special issue on robust analysis of complex data.

[BibT_eX]

[DOI]

Christophe Croux

Elvezio Ronchetti

Comput. Stat. Data Anal., 2013

2012

The median of a random fuzzy number. The 1-norm distance approach.

[BibT_eX]

[DOI]

Fuzzy Sets Syst., 2012

A Stahel-Donoho estimator based on huberized outlyingness.

[BibT_eX]

[DOI]

Ellen Vandervieren

Comput. Stat. Data Anal., 2012

An Alternative Approach to the Median of a Random Interval Using an L 2 Metric.

[BibT_eX]

[DOI]

Gil González-Rodríguez

Proceedings of the Synergies of Soft Computing and Statistics for Intelligent Data Analysis, 2012

2010

Fast robust estimation of prediction error based on resampling.

[BibT_eX]

[DOI]

Jafar A. Khan

Comput. Stat. Data Anal., 2010

Special issue on variable selection and robust procedures.

[BibT_eX]

[DOI]

Roy E. Welsch

Comput. Stat. Data Anal., 2010

Inference for robust canonical variate analysis.

[BibT_eX]

[DOI]

Adv. Data Anal. Classif., 2010

Robust Principal Component Analysis Based on Pairwise Correlation Estimators.

[BibT_eX]

[DOI]

Ellen Vandervieren

Proceedings of the 19th International Conference on Computational Statistics, 2010

2009

Multivariate generalized S-estimators.

[BibT_eX]

[DOI]

Ella Roelant

Christophe Croux

J. Multivar. Anal., 2009

2008

Fast and robust bootstrap.

[BibT_eX]

[DOI]

Stat. Methods Appl., 2008

Robust model selection using fast and robust bootstrap.

[BibT_eX]

[DOI]

Comput. Stat. Data Anal., 2008

2007

An L1-type estimator of multivariate location and shape.

[BibT_eX]

[DOI]

Ella Roelant

Stat. Methods Appl., 2007

Building a robust linear model with forward selection and stepwise procedures.

[BibT_eX]

[DOI]

Jafar A. Khan

Comput. Stat. Data Anal., 2007

Machine Learning and Robust Data Mining.

[BibT_eX]

[DOI]

Christophe Croux

Efstratios Gallopoulos

Hongyuan Zha

Comput. Stat. Data Anal., 2007

2006

Linear grouping using orthogonal regression.

[BibT_eX]

[DOI]

Comput. Stat. Data Anal., 2006

2005

Fast and robust bootstrap for LTS.

[BibT_eX]

[DOI]

Comput. Stat. Data Anal., 2005

2004

Robust Multivariate Regression.

[BibT_eX]

[DOI]

Technometrics, 2004

2002

A Hotelling Test Based on MCD.

[BibT_eX]

[DOI]

Proceedings of the COMPSTAT 2002, 2002

Analyzing Data with Robust Multivariate Methods and Diagnostic Plots.

[BibT_eX]

[DOI]

Greet Pison

Proceedings of the COMPSTAT 2002, 2002

1998

The Deepest Fit.

[BibT_eX]

[DOI]

Peter J. Rousseeuw