Christophe Croux

Publication Activity (10 Years)

Years Active: 1998-2022
Publications (10 Years): 9

Top Topics

Robust Estimation

Tensor Decomposition

Granger Causality

Top Venues

Comput. Stat. Data Anal.

Eur. J. Oper. Res.

Publications

Lea Bottmer, Christophe Croux, Ines Wilms
Sparse regression for large data sets with outliers. Eur. J. Oper. Res. 297 (2) (2022)
Irene Ortner, Peter Filzmoser, Christophe Croux
Robust and sparse multigroup classification by the optimal scoring approach. Data Min. Knowl. Discov. 34 (3) (2020)
Ruben Crevits, Christophe Croux
Robust estimation of linear state space models. Commun. Stat. Simul. Comput. 48 (6) (2019)
Christophe Croux
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. Stat. Methods Appl. 27 (4) (2018)
Samuel Müller, Graciela Boente, Christophe Croux, Juan Romo, Stefan Van Aelst
2nd special issue on robust analysis of complex data. Comput. Stat. Data Anal. 113 (2017)
Ines Wilms, Sarah Gelper, Christophe Croux
The predictive power of the business and bank sentiment of firms: A high-dimensional Granger Causality approach. Eur. J. Oper. Res. 254 (1) (2016)
Ines Wilms, Christophe Croux
Robust sparse canonical correlation analysis. BMC Syst. Biol. 10 (2016)
Andreas Alfons, Christophe Croux, Sarah Gelper
Robust groupwise least angle regression. Comput. Stat. Data Anal. 93 (2016)
Viktoria Öllerer, Andreas Alfons, Christophe Croux
The shooting S-estimator for robust regression. Comput. Stat. 31 (3) (2016)
Christophe Croux, Peter Filzmoser, Heinrich Fritz
Robust Sparse Principal Component Analysis. Technometrics 55 (2) (2013)
Christophe Croux, Elvezio Ronchetti, Matías Salibián Barrera, Stefan Van Aelst
Special issue on robust analysis of complex data. Comput. Stat. Data Anal. 65 (2013)
Hyon-Jung Kim, Esa Ollila, Visa Koivunen, Christophe Croux
Robust and sparse estimation of tensor decompositions. GlobalSIP (2013)
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 Paolella, D. S. G. Pollock, Esther Ruiz, Richard Paap, Tommaso Proietti, Peter Winker, Philip L. H. Yu, Jean-Michel Zakoian, Achim Zeileis
The Annals of Computational and Financial Econometrics, first issue. Comput. Stat. Data Anal. 56 (11) (2012)
Kris Boudt, Jonathan Cornelissen, Christophe Croux
The Gaussian rank correlation estimator: robustness properties. Stat. Comput. 22 (2) (2012)
Heinrich Fritz, Peter Filzmoser, Christophe Croux
-median. Comput. Stat. 27 (3) (2012)
Kris Boudt, Jonathan Cornelissen, Christophe Croux
Jump robust daily covariance estimation by disentangling variance and correlation components. Comput. Stat. Data Anal. 56 (11) (2012)
Christophe Croux, Sarah Gelper, Koen Mahieu
Robust control charts for time series data. Expert Syst. Appl. 38 (11) (2011)
Christophe Croux, Catherine Dehon, A. Yadine
-step spatial sign covariance matrix. Adv. Data Anal. Classif. 4 (2-3) (2010)
Christophe Croux, Sarah Gelper, Koen Mahieu
Robust exponential smoothing of multivariate time series. Comput. Stat. Data Anal. 54 (12) (2010)
Kris Boudt, Christophe Croux
Robust M-estimation of multivariate GARCH models. Comput. Stat. Data Anal. 54 (11) (2010)
Christophe Croux, Catherine Dehon
Influence functions of the Spearman and Kendall correlation measures. Stat. Methods Appl. 19 (4) (2010)
José Carlos Prieto, Christophe Croux, Antonio Ramón Jiménez
RoPEUS: A New Robust Algorithm for Static Positioning in Ultrasonic Systems. Sensors 9 (6) (2009)
Nicolas Glady, Bart Baesens, Christophe Croux
A modified Pareto/NBD approach for predicting customer lifetime value. Expert Syst. Appl. 36 (2) (2009)
Nicolas Glady, Bart Baesens, Christophe Croux
Modeling churn using customer lifetime value. Eur. J. Oper. Res. 197 (1) (2009)
Ella Roelant, Stefan Van Aelst, Christophe Croux
Multivariate generalized S-estimators. J. Multivar. Anal. 100 (5) (2009)
Gerda Claeskens, Christophe Croux, Johan Van Kerckhoven
An Information Criterion for Variable Selection in Support Vector Machines. J. Mach. Learn. Res. 9 (2008)
Christophe Croux, Efstratios Gallopoulos, Stefan Van Aelst, Hongyuan Zha
Machine Learning and Robust Data Mining. Comput. Stat. Data Anal. 52 (1) (2007)
Christophe Croux, Kristel Joossens, Aurélie Lemmens
Trimmed bagging. Comput. Stat. Data Anal. 52 (1) (2007)
Sarah Gelper, Christophe Croux
Multivariate out-of-sample tests for Granger causality. Comput. Stat. Data Anal. 51 (7) (2007)
Sven Serneels, Christophe Croux, Peter Filzmoser, Pierre J. Van Espen
The Partial Robust M-approach. GfKl (2005)
João A. Branco, Christophe Croux, Peter Filzmoser, Maria Rosário de Oliveira
Robust canonical correlations: A comparative study. Comput. Stat. 20 (2) (2005)
Peter Filzmoser, Sven Serneels, Christophe Croux, Pierre J. Van Espen
Robust Multivariate Methods: The Projection Pursuit Approach. GfKl (2005)
Christophe Croux, Peter Filzmoser, G. Pison, Peter J. Rousseeuw
Fitting multiplicative models by robust alternating regressions. Stat. Comput. 13 (1) (2003)
Christophe Croux, Gentiane Haesbroeck
Implementing the Bianco and Yohai estimator for logistic regression. Comput. Stat. Data Anal. 44 (1-2) (2003)
Christophe Croux, Gentiane Haesbroeck, Peter J. Rousseeuw
Location adjustment for the minimum volume ellipsoid estimator. Stat. Comput. 12 (3) (2002)
Catherine Dehon, Christophe Croux
Statistical Inference for a Robust Measure of Multiple Correlation. COMPSTAT (2002)
Christophe Croux, Peter Filzmoser
Robust Factorization of a Data Matrix. COMPSTAT (1998)