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2020 – today
- 2022
[j32]Lea Bottmer, Christophe Croux
, Ines Wilms:
Sparse regression for large data sets with outliers. Eur. J. Oper. Res. 297(2): 782-794 (2022)- 2020
- [j31]Irene Ortner, Peter Filzmoser, Christophe Croux:
Robust and sparse multigroup classification by the optimal scoring approach. Data Min. Knowl. Discov. 34(3): 723-741 (2020)
2010 – 2019
- 2019
- [j30]Ruben Crevits, Christophe Croux:
Robust estimation of linear state space models. Commun. Stat. Simul. Comput. 48(6): 1694-1705 (2019) - 2018
- [j29]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): 621-623 (2018) - 2017
- [j28]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: 395-397 (2017) - 2016
- [j27]Ines Wilms, Christophe Croux:
Robust sparse canonical correlation analysis. BMC Syst. Biol. 10: 72 (2016) - [j26]Andreas Alfons, Christophe Croux, Sarah Gelper:
Robust groupwise least angle regression. Comput. Stat. Data Anal. 93: 421-435 (2016) - [j25]Viktoria Öllerer, Andreas Alfons, Christophe Croux:
The shooting S-estimator for robust regression. Comput. Stat. 31(3): 829-844 (2016) - [j24]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): 138-147 (2016) - 2013
- [j23]Christophe Croux, Elvezio Ronchetti, Matías Salibián Barrera, Stefan Van Aelst:
Special issue on robust analysis of complex data. Comput. Stat. Data Anal. 65: 1-3 (2013) - [j22]Christophe Croux, Peter Filzmoser, Heinrich Fritz:
Robust Sparse Principal Component Analysis. Technometrics 55(2): 202-214 (2013) - [c5]Hyon-Jung Kim, Esa Ollila, Visa Koivunen, Christophe Croux:
Robust and sparse estimation of tensor decompositions. GlobalSIP 2013: 965-968 - 2012
- [j21]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:
The Annals of Computational and Financial Econometrics, first issue. Comput. Stat. Data Anal. 56(11): 2991-2992 (2012) - [j20]Kris Boudt, Jonathan Cornelissen, Christophe Croux:
Jump robust daily covariance estimation by disentangling variance and correlation components. Comput. Stat. Data Anal. 56(11): 2993-3005 (2012) - [j19]Heinrich Fritz, Peter Filzmoser, Christophe Croux:
A comparison of algorithms for the multivariate L 1-median. Comput. Stat. 27(3): 393-410 (2012) - [j18]Kris Boudt, Jonathan Cornelissen, Christophe Croux:
The Gaussian rank correlation estimator: robustness properties. Stat. Comput. 22(2): 471-483 (2012) - 2011
- [j17]Christophe Croux, Sarah Gelper, Koen Mahieu:
Robust control charts for time series data. Expert Syst. Appl. 38(11): 13810-13815 (2011) - 2010
- [j16]Christophe Croux, Catherine Dehon, A. Yadine:
The k-step spatial sign covariance matrix. Adv. Data Anal. Classif. 4(2-3): 137-150 (2010) - [j15]Kris Boudt, Christophe Croux:
Robust M-estimation of multivariate GARCH models. Comput. Stat. Data Anal. 54(11): 2459-2469 (2010) - [j14]Christophe Croux, Sarah Gelper, Koen Mahieu:
Robust exponential smoothing of multivariate time series. Comput. Stat. Data Anal. 54(12): 2999-3006 (2010) - [j13]Christophe Croux, Catherine Dehon:
Influence functions of the Spearman and Kendall correlation measures. Stat. Methods Appl. 19(4): 497-515 (2010)
2000 – 2009
- 2009
- [j12]Nicolas Glady, Bart Baesens, Christophe Croux:
Modeling churn using customer lifetime value. Eur. J. Oper. Res. 197(1): 402-411 (2009) - [j11]Nicolas Glady, Bart Baesens, Christophe Croux:
A modified Pareto/NBD approach for predicting customer lifetime value. Expert Syst. Appl. 36(2): 2062-2071 (2009) - [j10]Ella Roelant, Stefan Van Aelst, Christophe Croux:
Multivariate generalized S-estimators. J. Multivar. Anal. 100(5): 876-887 (2009) - [j9]José Carlos Prieto, Christophe Croux, Antonio Ramón Jiménez:
RoPEUS: A New Robust Algorithm for Static Positioning in Ultrasonic Systems. Sensors 9(6): 4211-4229 (2009) - 2008
- [j8]Gerda Claeskens, Christophe Croux, Johan Van Kerckhoven:
An Information Criterion for Variable Selection in Support Vector Machines. J. Mach. Learn. Res. 9: 541-558 (2008) - 2007
- [j7]Sarah Gelper, Christophe Croux:
Multivariate out-of-sample tests for Granger causality. Comput. Stat. Data Anal. 51(7): 3319-3329 (2007) - [j6]Christophe Croux, Efstratios Gallopoulos, Stefan Van Aelst, Hongyuan Zha:
Machine Learning and Robust Data Mining. Comput. Stat. Data Anal. 52(1): 151-154 (2007) - [j5]Christophe Croux, Kristel Joossens, Aurélie Lemmens:
Trimmed bagging. Comput. Stat. Data Anal. 52(1): 362-368 (2007) - 2005
- [j4]João A. Branco, Christophe Croux, Peter Filzmoser, Maria Rosário de Oliveira:
Robust canonical correlations: A comparative study. Comput. Stat. 20(2): 203-229 (2005) - [c4]Sven Serneels, Christophe Croux, Peter Filzmoser, Pierre J. Van Espen:
The Partial Robust M-approach. GfKl 2005: 230-237 - [c3]Peter Filzmoser, Sven Serneels, Christophe Croux, Pierre J. Van Espen:
Robust Multivariate Methods: The Projection Pursuit Approach. GfKl 2005: 270-277 - 2003
- [j3]Christophe Croux, Gentiane Haesbroeck:
Implementing the Bianco and Yohai estimator for logistic regression. Comput. Stat. Data Anal. 44(1-2): 273-295 (2003) - [j2]Christophe Croux, Peter Filzmoser, G. Pison, Peter J. Rousseeuw:
Fitting multiplicative models by robust alternating regressions. Stat. Comput. 13(1): 23-36 (2003) - 2002
- [j1]Christophe Croux, Gentiane Haesbroeck, Peter J. Rousseeuw:
Location adjustment for the minimum volume ellipsoid estimator. Stat. Comput. 12(3): 191-200 (2002) - [c2]Catherine Dehon, Christophe Croux:
Statistical Inference for a Robust Measure of Multiple Correlation. COMPSTAT 2002: 557-562
1990 – 1999
- 1998
- [c1]Christophe Croux, Peter Filzmoser:
Robust Factorization of a Data Matrix. COMPSTAT 1998: 245-250
Coauthor Index
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