Christophe Croux

According to our database, Christophe Croux authored at least 37 papers between 1998 and 2022.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2022

Sparse regression for large data sets with outliers.

Lea Bottmer, Christophe Croux, Ines Wilms

Eur. J. Oper. Res., 2022

2020

Robust and sparse multigroup classification by the optimal scoring approach.

Irene Ortner, Peter Filzmoser, Christophe Croux

Data Min. Knowl. Discov., 2020

2019

Robust estimation of linear state space models.

Ruben Crevits, Christophe Croux

Commun. Stat. Simul. Comput., 2019

2018

Discussion of "The power of monitoring: how to make the most of a contaminated multivariate sample" by Andrea Cerioli, Marco Riani, Anthony C. Atkinson and Aldo Corbellini.

Christophe Croux

Stat. Methods Appl., 2018

2017

2nd special issue on robust analysis of complex data.

Samuel Müller, Graciela Boente, Christophe Croux, Juan Romo, Stefan Van Aelst

Comput. Stat. Data Anal., 2017

2016

The predictive power of the business and bank sentiment of firms: A high-dimensional Granger Causality approach.

Ines Wilms, Sarah Gelper, Christophe Croux

Eur. J. Oper. Res., 2016

The shooting S-estimator for robust regression.

Viktoria Öllerer, Andreas Alfons, Christophe Croux

Comput. Stat., 2016

Robust groupwise least angle regression.

Andreas Alfons, Christophe Croux, Sarah Gelper

Comput. Stat. Data Anal., 2016

Robust sparse canonical correlation analysis.

Ines Wilms, Christophe Croux

BMC Syst. Biol., 2016

2013

Robust Sparse Principal Component Analysis.

Christophe Croux, Peter Filzmoser, Heinrich Fritz

Technometrics, 2013

Special issue on robust analysis of complex data.

Christophe Croux, Elvezio Ronchetti, Matías Salibián Barrera, Stefan Van Aelst

Comput. Stat. Data Anal., 2013

Robust and sparse estimation of tensor decompositions.

Hyon-Jung Kim, Esa Ollila, Visa Koivunen, Christophe Croux

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

2012

The Gaussian rank correlation estimator: robustness properties.

Kris Boudt, Jonathan Cornelissen, Christophe Croux

Stat. Comput., 2012

A comparison of algorithms for the multivariate <i>L</i> ₁-median.

Heinrich Fritz, Peter Filzmoser, Christophe Croux

Comput. Stat., 2012

Jump robust daily covariance estimation by disentangling variance and correlation components.

Kris Boudt, Jonathan Cornelissen, Christophe Croux

Comput. Stat. Data Anal., 2012

The Annals of Computational and Financial Econometrics, first issue.

David A. Belsley, Erricos John Kontoghiorghes, Herman K. van Dijk, Luc Bauwens, Siem Jan Koopman, Michael McAleer, Alessandra Amendola, Monica Billio, Christophe Croux, Cathy W. S. Chen, Russell Davidson, Pierre Duchesne, Paolo Foschi, Christian Francq, Ana-María Fuertes, Gary Koop, Lynda Khalaf, Marc S. Paolella, D. S. G. Pollock, Esther Ruiz, Richard Paap, Tommaso Proietti, Peter Winker, Philip L. H. Yu, Jean-Michel Zakoian, Achim Zeileis

Comput. Stat. Data Anal., 2012

2011

Robust control charts for time series data.

Christophe Croux, Sarah Gelper, Koen Mahieu

Expert Syst. Appl., 2011

2010

Influence functions of the Spearman and Kendall correlation measures.

Christophe Croux, Catherine Dehon

Stat. Methods Appl., 2010

Robust exponential smoothing of multivariate time series.

Christophe Croux, Sarah Gelper, Koen Mahieu

Comput. Stat. Data Anal., 2010

Robust M-estimation of multivariate GARCH models.

Kris Boudt, Christophe Croux

Comput. Stat. Data Anal., 2010

The <i>k</i>-step spatial sign covariance matrix.

Christophe Croux, Catherine Dehon, A. Yadine

Adv. Data Anal. Classif., 2010

2009

RoPEUS: A New Robust Algorithm for Static Positioning in Ultrasonic Systems.

José Carlos Prieto, Christophe Croux, Antonio Ramón Jiménez

Sensors, 2009

Multivariate generalized S-estimators.

Ella Roelant, Stefan Van Aelst, Christophe Croux

J. Multivar. Anal., 2009

A modified Pareto/NBD approach for predicting customer lifetime value.

Nicolas Glady, Bart Baesens, Christophe Croux

Expert Syst. Appl., 2009

Modeling churn using customer lifetime value.

Nicolas Glady, Bart Baesens, Christophe Croux

Eur. J. Oper. Res., 2009

2008

An Information Criterion for Variable Selection in Support Vector Machines.

Gerda Claeskens, Christophe Croux, Johan Van Kerckhoven

J. Mach. Learn. Res., 2008

2007

Multivariate out-of-sample tests for Granger causality.

Sarah Gelper, Christophe Croux

Comput. Stat. Data Anal., 2007

Trimmed bagging.

Christophe Croux, Kristel Joossens, Aurélie Lemmens

Comput. Stat. Data Anal., 2007

Machine Learning and Robust Data Mining.

Christophe Croux, Efstratios Gallopoulos, Stefan Van Aelst, Hongyuan Zha

Comput. Stat. Data Anal., 2007

2005

Robust canonical correlations: A comparative study.

João A. Branco, Christophe Croux, Peter Filzmoser, Maria Rosário de Oliveira

Comput. Stat., 2005

The Partial Robust M-approach.

Sven Serneels, Christophe Croux, Peter Filzmoser, Pierre J. Van Espen

Proceedings of the From Data and Information Analysis to Knowledge Engineering, 2005

Robust Multivariate Methods: The Projection Pursuit Approach.

Peter Filzmoser, Sven Serneels, Christophe Croux, Pierre J. Van Espen

Proceedings of the From Data and Information Analysis to Knowledge Engineering, 2005

2003

Fitting multiplicative models by robust alternating regressions.

Christophe Croux, Peter Filzmoser, G. Pison, Peter J. Rousseeuw

Stat. Comput., 2003

Implementing the Bianco and Yohai estimator for logistic regression.

Christophe Croux, Gentiane Haesbroeck

Comput. Stat. Data Anal., 2003

2002

Location adjustment for the minimum volume ellipsoid estimator.

Christophe Croux, Gentiane Haesbroeck, Peter J. Rousseeuw

Stat. Comput., 2002

Statistical Inference for a Robust Measure of Multiple Correlation.

Catherine Dehon, Christophe Croux

Proceedings of the COMPSTAT 2002, 2002

1998

Robust Factorization of a Data Matrix.

Christophe Croux, Peter Filzmoser

Proceedings of the COMPSTAT 1998, 1998