Christophe Croux

37 papers Journal 32Unranked 5
YearRankTypeTitle / Venue / Authors
2022 J jnl
Sparse regression for large data sets with outliers.
Eur. J. Oper. Res.
Lea Bottmer, Christophe Croux, Ines Wilms
2020 J jnl
Robust and sparse multigroup classification by the optimal scoring approach.
Data Min. Knowl. Discov.
Irene Ortner, Peter Filzmoser, Christophe Croux
2019 J jnl
Robust estimation of linear state space models.
Commun. Stat. Simul. Comput.
Ruben Crevits, Christophe Croux
2018 J jnl
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.
Christophe Croux
2017 J jnl
2nd special issue on robust analysis of complex data.
Comput. Stat. Data Anal.
Samuel Müller, Graciela Boente, Christophe Croux, Juan Romo, Stefan Van Aelst
2016 J jnl
Robust groupwise least angle regression.
Comput. Stat. Data Anal.
Andreas Alfons, Christophe Croux, Sarah Gelper
2016 J jnl
Robust sparse canonical correlation analysis.
BMC Syst. Biol.
Ines Wilms, Christophe Croux
2016 J jnl
The predictive power of the business and bank sentiment of firms: A high-dimensional Granger Causality approach.
Eur. J. Oper. Res.
Ines Wilms, Sarah Gelper, Christophe Croux
2016 J jnl
The shooting S-estimator for robust regression.
Comput. Stat.
Viktoria Öllerer, Andreas Alfons, Christophe Croux
2013 J jnl
Robust Sparse Principal Component Analysis.
Technometrics
Christophe Croux, Peter Filzmoser, Heinrich Fritz
2013 — conf
Robust and sparse estimation of tensor decompositions.
GlobalSIP
Hyon-Jung Kim, Esa Ollila, Visa Koivunen, Christophe Croux
2013 J jnl
Special issue on robust analysis of complex data.
Comput. Stat. Data Anal.
Christophe Croux, Elvezio Ronchetti, Matías Salibián Barrera, Stefan Van Aelst
2012 J jnl
A comparison of algorithms for the multivariate
Comput. Stat.
Heinrich Fritz, Peter Filzmoser, Christophe Croux
2012 J jnl
Jump robust daily covariance estimation by disentangling variance and correlation components.
Comput. Stat. Data Anal.
Kris Boudt, Jonathan Cornelissen, Christophe Croux
2012 J jnl
The Annals of Computational and Financial Econometrics, first issue.
Comput. Stat. Data Anal.
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
2012 J jnl
The Gaussian rank correlation estimator: robustness properties.
Stat. Comput.
Kris Boudt, Jonathan Cornelissen, Christophe Croux
2011 J jnl
Robust control charts for time series data.
Expert Syst. Appl.
Christophe Croux, Sarah Gelper, Koen Mahieu
2010 J jnl
Influence functions of the Spearman and Kendall correlation measures.
Stat. Methods Appl.
Christophe Croux, Catherine Dehon
2010 J jnl
Robust M-estimation of multivariate GARCH models.
Comput. Stat. Data Anal.
Kris Boudt, Christophe Croux
2010 J jnl
Robust exponential smoothing of multivariate time series.
Comput. Stat. Data Anal.
Christophe Croux, Sarah Gelper, Koen Mahieu
2010 J jnl
The
Adv. Data Anal. Classif.
Christophe Croux, Catherine Dehon, A. Yadine
2009 J jnl
A modified Pareto/NBD approach for predicting customer lifetime value.
Expert Syst. Appl.
Nicolas Glady, Bart Baesens, Christophe Croux
2009 J jnl
Modeling churn using customer lifetime value.
Eur. J. Oper. Res.
Nicolas Glady, Bart Baesens, Christophe Croux
2009 J jnl
Multivariate generalized S-estimators.
J. Multivar. Anal.
Ella Roelant, Stefan Van Aelst, Christophe Croux
2009 J jnl
RoPEUS: A New Robust Algorithm for Static Positioning in Ultrasonic Systems.
Sensors
José Carlos Prieto, Christophe Croux, Antonio Ramón Jiménez
2008 J jnl
An Information Criterion for Variable Selection in Support Vector Machines.
J. Mach. Learn. Res.
Gerda Claeskens, Christophe Croux, Johan Van Kerckhoven
2007 J jnl
Machine Learning and Robust Data Mining.
Comput. Stat. Data Anal.
Christophe Croux, Efstratios Gallopoulos, Stefan Van Aelst, Hongyuan Zha
2007 J jnl
Multivariate out-of-sample tests for Granger causality.
Comput. Stat. Data Anal.
Sarah Gelper, Christophe Croux
2007 J jnl
Trimmed bagging.
Comput. Stat. Data Anal.
Christophe Croux, Kristel Joossens, Aurélie Lemmens
2005 — conf
Robust Multivariate Methods: The Projection Pursuit Approach.
GfKl
Peter Filzmoser, Sven Serneels, Christophe Croux, Pierre J. Van Espen
2005 J jnl
Robust canonical correlations: A comparative study.
Comput. Stat.
João A. Branco, Christophe Croux, Peter Filzmoser, Maria Rosário de Oliveira
2005 — conf
The Partial Robust M-approach.
GfKl
Sven Serneels, Christophe Croux, Peter Filzmoser, Pierre J. Van Espen
2003 J jnl
Fitting multiplicative models by robust alternating regressions.
Stat. Comput.
Christophe Croux, Peter Filzmoser, G. Pison, Peter J. Rousseeuw
2003 J jnl
Implementing the Bianco and Yohai estimator for logistic regression.
Comput. Stat. Data Anal.
Christophe Croux, Gentiane Haesbroeck
2002 J jnl
Location adjustment for the minimum volume ellipsoid estimator.
Stat. Comput.
Christophe Croux, Gentiane Haesbroeck, Peter J. Rousseeuw
2002 — conf
Statistical Inference for a Robust Measure of Multiple Correlation.
COMPSTAT
Catherine Dehon, Christophe Croux
1998 — conf
Robust Factorization of a Data Matrix.
COMPSTAT
Christophe Croux, Peter Filzmoser