Christophe Croux - researchr alias

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Viewing Publication 1 - 38 from 38

2022

Sparse regression for large data sets with outliersLea Bottmer, Christophe Croux, Ines Wilms. eor, 297(2):782-794, 2022. [doi]

2020

Robust and sparse multigroup classification by the optimal scoring approachIrene Ortner, Peter Filzmoser, Christophe Croux. datamine, 34(3):723-741, 2020. [doi]

2019

Robust estimation of linear state space modelsRuben Crevits, Christophe Croux. cssc, 48(6):1694-1705, 2019. [doi]

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 CorbelliniChristophe Croux. sma, 27(4):621-623, 2018. [doi]

2017

2nd special issue on robust analysis of complex dataSamuel Mueller, Graciela Boente, Christophe Croux, Juan Romo, Stefan Van Aelst. csda, 113:395-397, 2017. [doi]

2016

2013

2012

The Gaussian rank correlation estimator: robustness propertiesKris Boudt, Jonathan Cornelissen, Christophe Croux. sac, 22(1):471-483, 2012. [doi]

Jump robust daily covariance estimation by disentangling variance and correlation componentsKris Boudt, Jonathan Cornelissen, Christophe Croux. csda, 56(11):2993-3005, 2012. [doi]

The Gaussian rank correlation estimator: robustness propertiesKris Boudt, Jonathan Cornelissen, Christophe Croux. sac, 22(2):471-483, 2012. [doi]

1-medianHeinrich Fritz, Peter Filzmoser, Christophe Croux. cstat, 27(3):393-410, 2012. [doi]

2011

Robust control charts for time series dataChristophe Croux, Sarah Gelper, Koen Mahieu. eswa, 38(11):13810-13815, 2011. [doi]

2010

Robust M-estimation of multivariate GARCH modelsKris Boudt, Christophe Croux. csda, 54(11):2459-2469, 2010. [doi]

Influence functions of the Spearman and Kendall correlation measuresChristophe Croux, Catherine Dehon. sma, 19(4):497-515, 2010. [doi]

The ::::k::::-step spatial sign covariance matrixChristophe Croux, Catherine Dehon, A. Yadine. adac, 4(2-3):137-150, 2010. [doi]

Robust exponential smoothing of multivariate time seriesChristophe Croux, Sarah Gelper, Koen Mahieu. csda, 54(12):2999-3006, 2010. [doi]

2009

Modeling churn using customer lifetime valueNicolas Glady, Bart Baesens, Christophe Croux. eor, 197(1):402-411, 2009. [doi]

A modified Pareto/NBD approach for predicting customer lifetime valueNicolas Glady, Bart Baesens, Christophe Croux. eswa, 36(2):2062-2071, 2009. [doi]

RoPEUS: A New Robust Algorithm for Static Positioning in Ultrasonic SystemsJosé Carlos Prieto, Christophe Croux, Antonio Ramón Jiménez. sensors, 9(6):4211-4229, 2009. [doi]

Multivariate generalized S-estimatorsElla Roelant, Stefan Van Aelst, Christophe Croux. ma, 100(5):876-887, 2009. [doi]

2008

An Information Criterion for Variable Selection in Support Vector MachinesGerda Claeskens, Christophe Croux, Johan Van Kerckhoven. jmlr, 9:541-558, 2008. [doi]

2007

Trimmed baggingChristophe Croux, Kristel Joossens, Aurélie Lemmens. csda, 52(1):362-368, 2007. [doi]

Machine Learning and Robust Data MiningChristophe Croux, Efstratios Gallopoulos, Stefan Van Aelst, Hongyuan Zha. csda, 52(1):151-154, 2007. [doi]

Multivariate out-of-sample tests for Granger causalitySarah Gelper, Christophe Croux. csda, 51(7):3319-3329, 2007. [doi]

2005

2003

Implementing the Bianco and Yohai estimator for logistic regressionChristophe Croux, Gentiane Haesbroeck. csda, 44(1-2):273-295, 2003. [doi]

Fitting multiplicative models by robust alternating regressionsChristophe Croux, Peter Filzmoser, G. Pison, Peter J. Rousseeuw. sac, 13(1):23-36, 2003. [doi]

2002

Location adjustment for the minimum volume ellipsoid estimatorChristophe Croux, Gentiane Haesbroeck, Peter J. Rousseeuw. sac, 12(3):191-200, 2002. [doi]

Statistical Inference for a Robust Measure of Multiple CorrelationCatherine Dehon, Christophe Croux. compstat 2002: 557-562 [doi]

1998

Robust Factorization of a Data MatrixChristophe Croux, Peter Filzmoser. compstat 1998: 245-250 [doi]

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Publications by 'Christophe Croux'

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2022

2020

2019

2018

2017

2016

2013

2012

2011

2010

2009

2008

2007

2005

2003

2002

1998

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