Edit Profile (opens in new tab) Croux, Christophe Co-Author Distance Author ID: croux.christophe Published as: Croux, Christophe; Croux, C.; Croux, Cristophe more...less Homepage: https://feb.kuleuven.be/public/u0017833/ External Links: MGP Documents Indexed: 94 Publications since 1992 5 Contributions as Editor Co-Authors: 79 Co-Authors with 94 Joint Publications 1,388 Co-Co-Authors all top 5 Co-Authors 5 single-authored 12 Rousseeuw, Peter J. 11 Filzmoser, Peter 10 Dehon, Catherine 10 Gelper, Sarah 10 Haesbroeck, Gentiane 7 Joossens, Kristel 7 Van Aelst, Stefan 6 Hössjer, Ola G. 5 Boudt, Kris 5 Oja, Hannu 5 Wilms, Ines 4 Alfons, Andreas 4 Öllerer, Viktoria 4 Ollila, Esa 3 Claeskens, Gerda 3 Cornelissen, Jonathan 3 Ruiz-Gazen, Anne 3 Van Kerckhoven, Johan 2 Branco, João A. 2 Caliskan, Derya 2 Callens, Marc 2 Fried, Roland 2 Gather, Ursula 2 Oliveira, Maria do Rosário 2 Pison, Greet 2 Reusens, Peter 2 Ruwet, C. 2 Schettlinger, Karen 2 Yadine, Abdelilah 1 Agulló, José 1 Amendola, Alessandra 1 Baesens, Bart 1 Bauwens, Luc Claude A. 1 Belsley, David A. 1 Billio, Monica 1 Boente, Graciela 1 Bottmer, Lea 1 Bramati, Maria Caterina 1 Chen, Cathy W. S. 1 Crevits, Ruben 1 Davidson, Russell 1 Dhaene, Geert 1 Duchesne, Pierre 1 Fekri, Mohammed 1 Flandre, Cécile 1 Foschi, Paolo 1 Francq, Christian 1 Fritz, Heinrich 1 Fuertes, Ana-María 1 Gallopoulos, Efstratios 1 Garicía-Escudero, L. A. 1 Gijbels, Irène 1 Glady, Nicolas 1 Gordaliza, Alfonso 1 Hoorelbeke, Dirk 1 Kankainen, Annaliisa 1 Khalaf, Lynda 1 Kontoghiorghes, Erricos John 1 Koop, Gary 1 Koopman, Siem Jan 1 Lemmens, Aurélie 1 Mahieu, Koen 1 Matilainen, Markus 1 McAleer, Michael 1 Müller, Samuel 1 Nordhausen, Klaus 1 Ortner, Irene 1 Prosdocimi, Ilaria 1 Renault, Eric 1 Roelant, Ella 1 Romo, Juan J. 1 Ronchetti, Elvezio M. 1 Salibian-Barrera, Matias 1 San Martín, R. 1 Taskinen, Sara 1 van Bael, Annemie 1 van Dijk, Herman K. 1 Werker, Bas J. M. 1 Zha, Hongyuan all top 5 Serials 12 Computational Statistics and Data Analysis 9 Journal of Multivariate Analysis 6 Statistics & Probability Letters 4 Journal of Statistical Planning and Inference 4 Computational Statistics 4 Statistica Sinica 3 Statistics 3 European Journal of Operational Research 3 Journal of Statistical Computation and Simulation 2 The Canadian Journal of Statistics 2 Metrika 2 Scandinavian Journal of Statistics 2 Biometrics 2 Journal of the American Statistical Association 2 Test 2 Journal of Nonparametric Statistics 2 Journal of Applied Statistics 2 Statistical Methods and Applications 1 Annals of the Institute of Statistical Mathematics 1 The Annals of Statistics 1 Biometrical Journal 1 Biometrika 1 Journal of Econometrics 1 PLISKA. Studia Mathematica Bulgarica 1 Economics Letters 1 Applications of Mathematics 1 Communications in Statistics. Simulation and Computation 1 Communications in Statistics. Theory and Methods 1 Statistical Papers 1 Studies in Nonlinear Dynamics and Econometrics 1 Australian & New Zealand Journal of Statistics 1 Data Mining and Knowledge Discovery 1 The Econometrics Journal 1 Journal of Machine Learning Research (JMLR) 1 Journal of Forecasting 1 Advances in Data Analysis and Classification. ADAC 1 The Annals of Applied Statistics 1 Statistics and Computing 1 Journal of Econometric Methods 1 Journal de la Société Française de Statistique all top 5 Fields 94 Statistics (62-XX) 14 Numerical analysis (65-XX) 7 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 5 General and overarching topics; collections (00-XX) 4 Computer science (68-XX) 2 Probability theory and stochastic processes (60-XX) 1 History and biography (01-XX) 1 Biology and other natural sciences (92-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 88 Publications have been cited 1,293 times in 872 Documents Cited by ▼ Year ▼ Alternatives to the median absolute deviation. Zbl 0792.62025 Rousseeuw, Peter J.; Croux, Christophe 173 1993 Principal component analysis based on robust estimators of the covariance or correlation matrix: Influence functions and efficiencies. Zbl 0956.62047 Croux, Christophe; Haesbroeck, Gentiane 99 2000 Influence function and efficiency of the minimum covariance determinant scatter matrix estimator. Zbl 0946.62055 Croux, Christophe; Haesbroeck, Gentiane 85 1999 Sparse least trimmed squares regression for analyzing high-dimensional large data sets. Zbl 1454.62123 Alfons, Andreas; Croux, Christophe; Gelper, Sarah 67 2013 High breakdown estimators for principal components: the projection-pursuit approach revisited. Zbl 1065.62040 Croux, Christophe; Ruiz-Gazen, Anne 61 2005 Variable selection for logistic regression using a prediction-focused information criterion. Zbl 1116.62073 Claeskens, Gerda; Croux, Christophe; Van Kerckhoven, Johan 46 2006 Implementing the Bianco and Yohai estimator for logistic regression. Zbl 1429.62317 Croux, Christophe; Haesbroeck, Gentiane 46 2003 Robust factor analysis. Zbl 1038.62055 Pison, Greet; Rousseeuw, Peter J.; Filzmoser, Peter; Croux, Christophe 43 2003 Robust linear discriminant analysis using S-estimators. Zbl 0987.62044 Croux, Christophe; Dehon, Catherine 37 2001 Generalized S-estimators. Zbl 0812.62073 Croux, Christophe; Rousseeuw, Peter J.; Hössjer, Ola 33 1994 The multivariate least-trimmed squares estimator. Zbl 1148.62037 Agulló, Jose; Croux, Christophe; Van Aelst, Stefan 32 2008 Influence functions of the Spearman and Kendall correlation measures. Zbl 1332.62186 Croux, Christophe; Dehon, Catherine 32 2010 A fast algorithm for robust principal components based on projection pursuit. Zbl 0900.62300 Croux, C.; Ruiz-Gazen, A. 23 1996 Influence functions and efficiencies of the canonical correlation and vector estimates based on scatter and shape matrices. Zbl 1085.62078 Taskinen, Sara; Croux, Christophe; Kankainen, Annaliisa; Ollila, Esa; Oja, Hannu 22 2006 Prediction-focused model selection for autoregressive models. Zbl 1521.62144 Claeskens, Gerda; Croux, Christophe; van Kerckhoven, Johan 20 2007 Generalizing univariate signed rank statistics for testing and estimating a multivariate location parameter. Zbl 1381.62113 Hössjer, Ola; Croux, Christophe 18 1995 A class of high-breakdown scale estimators based on subranges. Zbl 0774.62035 Croux, Christophe; Rousseeuw, Peter J. 17 1992 Efficient high-breakdown \(M\)-estimators of scale. Zbl 0791.62034 Croux, Christophe 17 1994 Sign and rank covariance matrices: statistical properties and application to principal components analysis. Zbl 1145.62343 Croux, Christophe; Ollila, Esa; Oja, Hannu 16 2002 Robust canonical correlations: a comparative study. Zbl 1090.62056 Branco, J. A.; Croux, C.; Filzmoser, P.; Oliveira, M. R. 16 2005 Robust forecasting with exponential and Holt-Winters smoothing. Zbl 1203.62164 Gelper, Sarah; Fried, Roland; Croux, Christophe 16 2010 Classification efficiencies for robust linear discriminant analysis. Zbl 1135.62051 Croux, Christophe; Filzmoser, Peter; Joossens, Kristel 14 2008 Robust estimation of mean and dispersion functions in extended generalized additive models. Zbl 1241.62108 Croux, Christophe; Gijbels, Irène; Prosdocimi, Ilaria 14 2012 The bias of \(k\)-step M-estimators. Zbl 0801.62036 Rousseeuw, Peter J.; Croux, Christophe 13 1994 The Gaussian rank correlation estimator: robustness properties. Zbl 1322.62129 Boudt, Kris; Cornelissen, Jonathan; Croux, Christophe 13 2012 Modeling churn using customer lifetime value. Zbl 1157.91396 Glady, Nicolas; Baesens, Bart; Croux, Christophe 12 2009 Sparse canonical correlation analysis from a predictive point of view. Zbl 1336.62156 Wilms, Ines; Croux, Christophe 12 2015 A comparison of algorithms for the multivariate \(L_1\)-median. Zbl 1304.65034 Fritz, Heinrich; Filzmoser, Peter; Croux, Christophe 12 2012 Robust online scale estimation in time series: a model-free approach. Zbl 1149.62075 Gelper, Sarah; Schettlinger, Karen; Croux, Christophe; Gather, Ursula 12 2009 Estimators of the multiple correlation coefficient: local robustness and confidence intervals. Zbl 1052.62028 Croux, Cristophe; Dehon, Catherine 11 2003 Robust estimators for the fixed effects panel data model. Zbl 1126.62014 Bramati, Maria Caterina; Croux, Christophe 11 2007 The breakdown behavior of the maximum likelihood estimator in the logistic regression model. Zbl 1045.62014 Croux, Christophe; Flandre, Cécile; Haesbroeck, Gentiane 11 2002 Trimmed bagging. Zbl 1452.62047 Croux, Christophe; Joossens, Kristel; Lemmens, Aurélie 9 2007 Influence of observations on the misclassification probability in quadratic discriminant analysis. Zbl 1077.62048 Croux, Christophe; Joossens, Kristel 9 2005 Asymptotics of generalized \(S\)-estimators. Zbl 0815.62012 Hössjer, Ola; Croux, Christophe; Rousseeuw, Peter J. 9 1994 The shooting S-estimator for robust regression. Zbl 1347.65027 Öllerer, Viktoria; Alfons, Andreas; Croux, Christophe 9 2016 The \(k\)-step spatial sign covariance matrix. Zbl 1284.62367 Croux, C.; Dehon, C.; Yadine, A. 9 2010 Robust M-estimation of multivariate GARCH models. Zbl 1284.91469 Boudt, Kris; Croux, Christophe 9 2010 Robust explicit estimators of Weibull parameters. Zbl 1206.62028 Boudt, Kris; Caliskan, Derya; Croux, Christophe 8 2011 Multivariate generalized S-estimators. Zbl 1157.62033 Roelant, E.; van Aelst, S.; Croux, C. 8 2009 Robust estimation of the vector autoregressive model by a least trimmed squares procedure. Zbl 1148.62067 Croux, Christophe; Joossens, Kristel 8 2008 Maxbias curves of robust scale estimators based on subranges. Zbl 0990.62024 Croux, Christophe; Haesbroeck, Gentiane 7 2001 Testing the information matrix equality with robust estimators. Zbl 1093.62021 Croux, Christophe; Dhaene, Geert; Hoorelbeke, Dirk 7 2006 The affine equivariant sign covariance matrix: Asymptotic behavior and efficiencies. Zbl 1044.62063 Ollila, Esa; Oja, Hannu; Croux, Christophe 6 2003 Positive-breakdown regression by minimizing nested scale estimators. Zbl 0854.62027 Croux, Christophe; Rousseeuw, Peter J.; van Bael, Annemie 6 1996 Logistic discrimination using robust estimators: an influence function approach. Zbl 1143.62036 Croux, Christophe; Haesbroeck, Gentiane; Joossens, Kristel 6 2008 Robust groupwise least angle regression. Zbl 1468.62014 Alfons, Andreas; Croux, Christophe; Gelper, Sarah 6 2016 Jump robust daily covariance estimation by disentangling variance and correlation components. Zbl 1254.91565 Boudt, Kris; Cornelissen, Jonathan; Croux, Christophe 6 2012 Robust estimation for ordinal regression. Zbl 1279.62147 Croux, C.; Haesbroeck, G.; Ruwet, C. 6 2013 Robust exponential smoothing of multivariate time series. Zbl 1284.62547 Croux, Christophe; Gelper, Sarah; Mahieu, Koen 6 2010 Fast and robust estimation of the multivariate errors in variables model. Zbl 1203.62106 Croux, Christophe; Fekri, Mohammed; Ruiz-Gazen, Anne 5 2010 Limit behavior of the empirical influence function of the median. Zbl 0902.62056 Croux, Christophe 5 1998 Bounded influence regression using high breakdown scatter matrices. Zbl 1049.62073 Croux, Christophe; van Aelst, Stefan; Dehon, Catherine 5 2003 Comments on: “Robust estimation of multivariate location and scatter in the presence of cellwise and casewise contamination”. Zbl 1326.62113 Croux, Christophe; Öllerer, Viktoria 5 2015 The influence function of penalized regression estimators. Zbl 1328.62481 Öllerer, Viktoria; Croux, Christophe; Alfons, Andreas 5 2015 An algorithm for the multivariate group Lasso with covariance estimation. Zbl 1516.62663 Wilms, I.; Croux, C. 5 2018 An easy way to increase the finite-sample efficiency of the resampled minimum volume ellipsoid estimator. Zbl 0900.62278 Croux, Christophe; Haesbroeck, Gentiane 4 1997 An information criterion for variable selection in support vector machines. Zbl 1225.68166 Claeskens, Gerda; Croux, Christophe; Van Kerckhoven, Johan 4 2008 Editorial: Machine learning and robust data mining. Zbl 1452.00020 4 2007 Influence function and asymptotic efficiency of the affine equivariant rank covariance matrix. Zbl 1035.62044 Ollila, Esa; Croux, Christophe; Oja, Hannu 4 2004 Empirical comparison of the classification performance of robust linear and quadratic discriminant analysis. Zbl 1088.62079 Joossens, K.; Croux, C. 4 2004 Robust principal component analysis based on trimming around affine subspaces. Zbl 1371.62054 Croux, C.; Garicía-Escudero, L. A.; Gordaliza, A.; Ruwet, C.; Martín, R. San 4 2017 Outlier resistant estimators for canonical correlation analysis. Zbl 1455.62114 Filzmoser, P.; Dehon, C.; Croux, C. 4 2000 Asymptotics of the repeated median slope estimator. Zbl 0817.62018 Hössjer, Ola; Rousseeuw, Peter J.; Croux, Christophe 3 1994 Multivariate out-of-sample tests for Granger causality. Zbl 1161.62401 Gelper, Sarah; Croux, Christophe 3 2007 Computational aspects of robust Holt-Winters smoothing based on \(M\)-estimation. Zbl 1199.91156 Croux, Christophe; Gelper, Sarah; Fried, Roland 3 2008 Robust methods for canonical correlation analysis. Zbl 1026.62060 Dehon, Catherine; Filzmoser, Peter; Croux, Christophe 3 2000 Editorial: Dynamic factor models. Zbl 1298.00263 3 2004 On the optimality of multivariate S-estimators. Zbl 1246.62136 Croux, Christophe; Dehon, Catherine; Yadine, Abdelilah 2 2011 Sensivity functions and numerical analysis of the repeated median slope. Zbl 0936.62075 Rousseeuw, P. J.; Croux, C.; Hössjer, O. 2 1995 Regression-based, regression-free and model-free approaches for robust online scale estimation. Zbl 1230.62122 Schettlinger, Karen; Gelper, Sarah; Gather, Ursula; Croux, Christophe 2 2010 Robust estimation of the conditional median function at elliptical models. Zbl 0972.62033 Croux, Christophe; Dehon, Catherine; Rousseeuw, Peter J.; Van Aelst, Stefan 2 2001 Efficient and robust scale estimation for trended time series. Zbl 1170.62356 Caliskan, Derya; Croux, Christophe; Gelper, Sarah 2 2009 Maximum deviation curves for location estimators. Zbl 0873.62034 Croux, Christophe 2 1996 Sparse regression for large data sets with outliers. Zbl 1487.62085 Bottmer, Lea; Croux, Christophe; Wilms, Ines 2 2022 Sliced average variance estimation for multivariate time series. Zbl 1419.62239 Matilainen, Markus; Croux, C.; Nordhausen, K.; Oja, H. 2 2019 Multiple group linear discriminant analysis: robustness and error rate. Zbl 1437.62020 Filzmoser, Peter; Joossens, Kristel; Croux, Christophe 2 2006 Statistical inference for a robust measure of multiple correlation. Zbl 1446.62012 Dehon, Catherine; Croux, Christophe 2 2002 A robust version of principal factor analysis. Zbl 1455.62119 Pison, G.; Rousseeuw, P. J.; Filzmoser, P.; Croux, C. 2 2000 The predictive power of the business and bank sentiment of firms: a high-dimensional Granger causality approach. Zbl 1347.62206 Wilms, Ines; Gelper, Sarah; Croux, Christophe 2 2016 Performance of likelihood-based estimation methods for multilevel binary regression models. Zbl 1119.62075 Callens, Marc; Croux, Christophe 1 2005 Asymptotics of an estimator of a robust spread functional. Zbl 0845.62027 Hössjer, Ola; Rousseeuw, Peter J.; Croux, Christophe 1 1996 Robust redundancy analysis by alternating regression. Zbl 1088.62046 Oliveira, M. R.; Branco, J. A.; Croux, C.; Filzmoser, P. 1 2004 A note on finite-sample efficiencies of estimators for the minimum volume ellipsoid. Zbl 1031.62043 Croux, Christophe; Haesbroeck, Gentiane 1 2002 Robust and sparse estimation of the inverse covariance matrix using rank correlation measures. Zbl 1360.62264 Croux, Christophe; Öllerer, Viktoria 1 2016 Maxbias curves of robust location estimators based on subranges. Zbl 1013.62030 Croux, Christophe; Haesbroeck, Gentiane 1 2002 Robust and sparse multigroup classification by the optimal scoring approach. Zbl 1433.68372 Ortner, Irene; Filzmoser, Peter; Croux, Christophe 1 2020 The impact of a sustainability constraint on the mean-tracking error efficient frontier. Zbl 1283.91164 Boudt, Kris; Cornelissen, Jonathan; Croux, Christophe 1 2013 Sparse regression for large data sets with outliers. Zbl 1487.62085 Bottmer, Lea; Croux, Christophe; Wilms, Ines 2 2022 Robust and sparse multigroup classification by the optimal scoring approach. Zbl 1433.68372 Ortner, Irene; Filzmoser, Peter; Croux, Christophe 1 2020 Sliced average variance estimation for multivariate time series. Zbl 1419.62239 Matilainen, Markus; Croux, C.; Nordhausen, K.; Oja, H. 2 2019 An algorithm for the multivariate group Lasso with covariance estimation. Zbl 1516.62663 Wilms, I.; Croux, C. 5 2018 Robust principal component analysis based on trimming around affine subspaces. Zbl 1371.62054 Croux, C.; Garicía-Escudero, L. A.; Gordaliza, A.; Ruwet, C.; Martín, R. San 4 2017 The shooting S-estimator for robust regression. Zbl 1347.65027 Öllerer, Viktoria; Alfons, Andreas; Croux, Christophe 9 2016 Robust groupwise least angle regression. Zbl 1468.62014 Alfons, Andreas; Croux, Christophe; Gelper, Sarah 6 2016 The predictive power of the business and bank sentiment of firms: a high-dimensional Granger causality approach. Zbl 1347.62206 Wilms, Ines; Gelper, Sarah; Croux, Christophe 2 2016 Robust and sparse estimation of the inverse covariance matrix using rank correlation measures. Zbl 1360.62264 Croux, Christophe; Öllerer, Viktoria 1 2016 Sparse canonical correlation analysis from a predictive point of view. Zbl 1336.62156 Wilms, Ines; Croux, Christophe 12 2015 Comments on: “Robust estimation of multivariate location and scatter in the presence of cellwise and casewise contamination”. Zbl 1326.62113 Croux, Christophe; Öllerer, Viktoria 5 2015 The influence function of penalized regression estimators. Zbl 1328.62481 Öllerer, Viktoria; Croux, Christophe; Alfons, Andreas 5 2015 Sparse least trimmed squares regression for analyzing high-dimensional large data sets. Zbl 1454.62123 Alfons, Andreas; Croux, Christophe; Gelper, Sarah 67 2013 Robust estimation for ordinal regression. Zbl 1279.62147 Croux, C.; Haesbroeck, G.; Ruwet, C. 6 2013 The impact of a sustainability constraint on the mean-tracking error efficient frontier. Zbl 1283.91164 Boudt, Kris; Cornelissen, Jonathan; Croux, Christophe 1 2013 Robust estimation of mean and dispersion functions in extended generalized additive models. Zbl 1241.62108 Croux, Christophe; Gijbels, Irène; Prosdocimi, Ilaria 14 2012 The Gaussian rank correlation estimator: robustness properties. Zbl 1322.62129 Boudt, Kris; Cornelissen, Jonathan; Croux, Christophe 13 2012 A comparison of algorithms for the multivariate \(L_1\)-median. Zbl 1304.65034 Fritz, Heinrich; Filzmoser, Peter; Croux, Christophe 12 2012 Jump robust daily covariance estimation by disentangling variance and correlation components. Zbl 1254.91565 Boudt, Kris; Cornelissen, Jonathan; Croux, Christophe 6 2012 Robust explicit estimators of Weibull parameters. Zbl 1206.62028 Boudt, Kris; Caliskan, Derya; Croux, Christophe 8 2011 On the optimality of multivariate S-estimators. Zbl 1246.62136 Croux, Christophe; Dehon, Catherine; Yadine, Abdelilah 2 2011 Influence functions of the Spearman and Kendall correlation measures. Zbl 1332.62186 Croux, Christophe; Dehon, Catherine 32 2010 Robust forecasting with exponential and Holt-Winters smoothing. Zbl 1203.62164 Gelper, Sarah; Fried, Roland; Croux, Christophe 16 2010 The \(k\)-step spatial sign covariance matrix. Zbl 1284.62367 Croux, C.; Dehon, C.; Yadine, A. 9 2010 Robust M-estimation of multivariate GARCH models. Zbl 1284.91469 Boudt, Kris; Croux, Christophe 9 2010 Robust exponential smoothing of multivariate time series. Zbl 1284.62547 Croux, Christophe; Gelper, Sarah; Mahieu, Koen 6 2010 Fast and robust estimation of the multivariate errors in variables model. Zbl 1203.62106 Croux, Christophe; Fekri, Mohammed; Ruiz-Gazen, Anne 5 2010 Regression-based, regression-free and model-free approaches for robust online scale estimation. Zbl 1230.62122 Schettlinger, Karen; Gelper, Sarah; Gather, Ursula; Croux, Christophe 2 2010 Modeling churn using customer lifetime value. Zbl 1157.91396 Glady, Nicolas; Baesens, Bart; Croux, Christophe 12 2009 Robust online scale estimation in time series: a model-free approach. Zbl 1149.62075 Gelper, Sarah; Schettlinger, Karen; Croux, Christophe; Gather, Ursula 12 2009 Multivariate generalized S-estimators. Zbl 1157.62033 Roelant, E.; van Aelst, S.; Croux, C. 8 2009 Efficient and robust scale estimation for trended time series. Zbl 1170.62356 Caliskan, Derya; Croux, Christophe; Gelper, Sarah 2 2009 The multivariate least-trimmed squares estimator. Zbl 1148.62037 Agulló, Jose; Croux, Christophe; Van Aelst, Stefan 32 2008 Classification efficiencies for robust linear discriminant analysis. Zbl 1135.62051 Croux, Christophe; Filzmoser, Peter; Joossens, Kristel 14 2008 Robust estimation of the vector autoregressive model by a least trimmed squares procedure. Zbl 1148.62067 Croux, Christophe; Joossens, Kristel 8 2008 Logistic discrimination using robust estimators: an influence function approach. Zbl 1143.62036 Croux, Christophe; Haesbroeck, Gentiane; Joossens, Kristel 6 2008 An information criterion for variable selection in support vector machines. Zbl 1225.68166 Claeskens, Gerda; Croux, Christophe; Van Kerckhoven, Johan 4 2008 Computational aspects of robust Holt-Winters smoothing based on \(M\)-estimation. Zbl 1199.91156 Croux, Christophe; Gelper, Sarah; Fried, Roland 3 2008 Prediction-focused model selection for autoregressive models. Zbl 1521.62144 Claeskens, Gerda; Croux, Christophe; van Kerckhoven, Johan 20 2007 Robust estimators for the fixed effects panel data model. Zbl 1126.62014 Bramati, Maria Caterina; Croux, Christophe 11 2007 Trimmed bagging. Zbl 1452.62047 Croux, Christophe; Joossens, Kristel; Lemmens, Aurélie 9 2007 Editorial: Machine learning and robust data mining. Zbl 1452.00020 4 2007 Multivariate out-of-sample tests for Granger causality. Zbl 1161.62401 Gelper, Sarah; Croux, Christophe 3 2007 Variable selection for logistic regression using a prediction-focused information criterion. Zbl 1116.62073 Claeskens, Gerda; Croux, Christophe; Van Kerckhoven, Johan 46 2006 Influence functions and efficiencies of the canonical correlation and vector estimates based on scatter and shape matrices. Zbl 1085.62078 Taskinen, Sara; Croux, Christophe; Kankainen, Annaliisa; Ollila, Esa; Oja, Hannu 22 2006 Testing the information matrix equality with robust estimators. Zbl 1093.62021 Croux, Christophe; Dhaene, Geert; Hoorelbeke, Dirk 7 2006 Multiple group linear discriminant analysis: robustness and error rate. Zbl 1437.62020 Filzmoser, Peter; Joossens, Kristel; Croux, Christophe 2 2006 High breakdown estimators for principal components: the projection-pursuit approach revisited. Zbl 1065.62040 Croux, Christophe; Ruiz-Gazen, Anne 61 2005 Robust canonical correlations: a comparative study. Zbl 1090.62056 Branco, J. A.; Croux, C.; Filzmoser, P.; Oliveira, M. R. 16 2005 Influence of observations on the misclassification probability in quadratic discriminant analysis. Zbl 1077.62048 Croux, Christophe; Joossens, Kristel 9 2005 Performance of likelihood-based estimation methods for multilevel binary regression models. Zbl 1119.62075 Callens, Marc; Croux, Christophe 1 2005 Influence function and asymptotic efficiency of the affine equivariant rank covariance matrix. Zbl 1035.62044 Ollila, Esa; Croux, Christophe; Oja, Hannu 4 2004 Empirical comparison of the classification performance of robust linear and quadratic discriminant analysis. Zbl 1088.62079 Joossens, K.; Croux, C. 4 2004 Editorial: Dynamic factor models. Zbl 1298.00263 3 2004 Robust redundancy analysis by alternating regression. Zbl 1088.62046 Oliveira, M. R.; Branco, J. A.; Croux, C.; Filzmoser, P. 1 2004 Implementing the Bianco and Yohai estimator for logistic regression. Zbl 1429.62317 Croux, Christophe; Haesbroeck, Gentiane 46 2003 Robust factor analysis. Zbl 1038.62055 Pison, Greet; Rousseeuw, Peter J.; Filzmoser, Peter; Croux, Christophe 43 2003 Estimators of the multiple correlation coefficient: local robustness and confidence intervals. Zbl 1052.62028 Croux, Cristophe; Dehon, Catherine 11 2003 The affine equivariant sign covariance matrix: Asymptotic behavior and efficiencies. Zbl 1044.62063 Ollila, Esa; Oja, Hannu; Croux, Christophe 6 2003 Bounded influence regression using high breakdown scatter matrices. Zbl 1049.62073 Croux, Christophe; van Aelst, Stefan; Dehon, Catherine 5 2003 Sign and rank covariance matrices: statistical properties and application to principal components analysis. Zbl 1145.62343 Croux, Christophe; Ollila, Esa; Oja, Hannu 16 2002 The breakdown behavior of the maximum likelihood estimator in the logistic regression model. Zbl 1045.62014 Croux, Christophe; Flandre, Cécile; Haesbroeck, Gentiane 11 2002 Statistical inference for a robust measure of multiple correlation. Zbl 1446.62012 Dehon, Catherine; Croux, Christophe 2 2002 A note on finite-sample efficiencies of estimators for the minimum volume ellipsoid. Zbl 1031.62043 Croux, Christophe; Haesbroeck, Gentiane 1 2002 Maxbias curves of robust location estimators based on subranges. Zbl 1013.62030 Croux, Christophe; Haesbroeck, Gentiane 1 2002 Robust linear discriminant analysis using S-estimators. Zbl 0987.62044 Croux, Christophe; Dehon, Catherine 37 2001 Maxbias curves of robust scale estimators based on subranges. Zbl 0990.62024 Croux, Christophe; Haesbroeck, Gentiane 7 2001 Robust estimation of the conditional median function at elliptical models. Zbl 0972.62033 Croux, Christophe; Dehon, Catherine; Rousseeuw, Peter J.; Van Aelst, Stefan 2 2001 Principal component analysis based on robust estimators of the covariance or correlation matrix: Influence functions and efficiencies. Zbl 0956.62047 Croux, Christophe; Haesbroeck, Gentiane 99 2000 Outlier resistant estimators for canonical correlation analysis. Zbl 1455.62114 Filzmoser, P.; Dehon, C.; Croux, C. 4 2000 Robust methods for canonical correlation analysis. Zbl 1026.62060 Dehon, Catherine; Filzmoser, Peter; Croux, Christophe 3 2000 A robust version of principal factor analysis. Zbl 1455.62119 Pison, G.; Rousseeuw, P. J.; Filzmoser, P.; Croux, C. 2 2000 Influence function and efficiency of the minimum covariance determinant scatter matrix estimator. Zbl 0946.62055 Croux, Christophe; Haesbroeck, Gentiane 85 1999 Limit behavior of the empirical influence function of the median. Zbl 0902.62056 Croux, Christophe 5 1998 An easy way to increase the finite-sample efficiency of the resampled minimum volume ellipsoid estimator. Zbl 0900.62278 Croux, Christophe; Haesbroeck, Gentiane 4 1997 A fast algorithm for robust principal components based on projection pursuit. Zbl 0900.62300 Croux, C.; Ruiz-Gazen, A. 23 1996 Positive-breakdown regression by minimizing nested scale estimators. Zbl 0854.62027 Croux, Christophe; Rousseeuw, Peter J.; van Bael, Annemie 6 1996 Maximum deviation curves for location estimators. Zbl 0873.62034 Croux, Christophe 2 1996 Asymptotics of an estimator of a robust spread functional. Zbl 0845.62027 Hössjer, Ola; Rousseeuw, Peter J.; Croux, Christophe 1 1996 Generalizing univariate signed rank statistics for testing and estimating a multivariate location parameter. Zbl 1381.62113 Hössjer, Ola; Croux, Christophe 18 1995 Sensivity functions and numerical analysis of the repeated median slope. Zbl 0936.62075 Rousseeuw, P. J.; Croux, C.; Hössjer, O. 2 1995 Generalized S-estimators. Zbl 0812.62073 Croux, Christophe; Rousseeuw, Peter J.; Hössjer, Ola 33 1994 Efficient high-breakdown \(M\)-estimators of scale. Zbl 0791.62034 Croux, Christophe 17 1994 The bias of \(k\)-step M-estimators. Zbl 0801.62036 Rousseeuw, Peter J.; Croux, Christophe 13 1994 Asymptotics of generalized \(S\)-estimators. Zbl 0815.62012 Hössjer, Ola; Croux, Christophe; Rousseeuw, Peter J. 9 1994 Asymptotics of the repeated median slope estimator. Zbl 0817.62018 Hössjer, Ola; Rousseeuw, Peter J.; Croux, Christophe 3 1994 Alternatives to the median absolute deviation. Zbl 0792.62025 Rousseeuw, Peter J.; Croux, Christophe 173 1993 A class of high-breakdown scale estimators based on subranges. Zbl 0774.62035 Croux, Christophe; Rousseeuw, Peter J. 17 1992 all cited Publications top 5 cited Publications all top 5 Cited by 1,338 Authors 58 Croux, Christophe 30 Boente, Graciela 30 Van Aelst, Stefan 22 Filzmoser, Peter 22 Rousseeuw, Peter J. 20 Zhang, Xinyu 16 Zamar, Ruben H. 15 Hubert, Mia 14 Fried, Roland 14 Oja, Hannu 14 Verdonck, Tim 13 Bianco, Ana M. 13 Yohai, Víctor Jaime 12 Riani, Marco 11 Cerioli, Andrea 11 Gather, Ursula 10 Haesbroeck, Gentiane 10 Paindaveine, Davy 10 Zou, Guohua 8 Berrendero, Jose Ramon 8 Dehon, Catherine 8 Gijbels, Irène 8 Hallin, Marc 8 Pires, Ana M. 8 Reisen, Valdério Anselmo 8 Tyler, David E. 8 Vogel, Daniel 7 Atkinson, Anthony C. 7 Boudt, Kris 7 Rodrigues, Isabel M. 7 Ruiz-Gazen, Anne 7 Schettlinger, Karen 7 Taskinen, Sara 7 Willems, Gert 6 Claeskens, Gerda 6 Gelper, Sarah 6 Lévy-Leduc, Céline 6 Nordhausen, Klaus 6 Salibian-Barrera, Matias 6 Wan, Alan T. K. 6 Wu, Jingjing 5 Alfons, Andreas 5 Arslan, Olcay 5 Christmann, Andreas 5 Dang, Xin 5 Dürre, Alexander 5 García-Escudero, Luis Angel 5 Jiang, Yunlu 5 Karunamuni, Rohana J. 5 Kirschstein, Thomas 5 Liang, Hua 5 Liebscher, Steffen 5 Maronna, Ricardo Antonio 5 Mayo-Iscar, Agustin 5 Pardo, Leandro 5 Ramanathan, Thekke Variyam 5 Serneels, Sven 5 Todorov, Valentin 5 Zhao, Shangwei 4 Abebe, Asheber 4 Agostinelli, Claudio 4 Aravkin, Aleksandr Y. 4 Bali, Juan Lucas 4 Bar-Hen, Avner 4 Becker, Claudia 4 Borowski, Matthias 4 Cui, Hengjian 4 Debruyne, Michiel 4 Du, Jiang 4 Farcomeni, Alessio 4 Genton, Marc G. 4 Kudraszow, Nadia L. 4 Moulines, Eric 4 Müller, Christine H. 4 Müller, Samuel 4 Öllerer, Viktoria 4 Pandhare, S. C. 4 Park, Chanseok 4 Park, Heewon 4 Pison, Greet 4 Ruwet, C. 4 Verdebout, Thomas 4 Victoria-Feser, Maria-Pia 4 Wang, Min 4 Wendler, Martin 4 Zou, Jiahui 3 Adrover, Jorge G. 3 Antoniadis, Anestis 3 Boistard, Hélène 3 Bondon, Pascal 3 Branco, João A. 3 Cantoni, Eva 3 Cardot, Hervé 3 Cornelissen, Jonathan 3 Coussement, Kristof 3 Davies, Patrick Laurie 3 De Bock, Koen W. 3 Eguchi, Shinto 3 Fearnhead, Paul 3 Fryzlewicz, Piotr ...and 1,238 more Authors all top 5 Cited in 144 Serials 112 Computational Statistics and Data Analysis 78 Journal of Multivariate Analysis 36 Communications in Statistics. Simulation and Computation 30 Journal of Applied Statistics 28 Communications in Statistics. 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Series B 1 International Journal of Robust and Nonlinear Control 1 Journal of Mathematical Imaging and Vision 1 Computational Optimization and Applications 1 Applied and Computational Harmonic Analysis 1 International Journal of Computer Vision 1 Lifetime Data Analysis 1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 1 Mathematical Methods of Operations Research ...and 44 more Serials all top 5 Cited in 22 Fields 819 Statistics (62-XX) 98 Numerical analysis (65-XX) 53 Computer science (68-XX) 37 Operations research, mathematical programming (90-XX) 31 Probability theory and stochastic processes (60-XX) 24 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 12 Biology and other natural sciences (92-XX) 10 Information and communication theory, circuits (94-XX) 8 Systems theory; control (93-XX) 6 Geophysics (86-XX) 5 General and overarching topics; collections (00-XX) 3 Harmonic analysis on Euclidean spaces (42-XX) 2 History and biography (01-XX) 2 Calculus of variations and optimal control; optimization (49-XX) 1 Mathematical logic and foundations (03-XX) 1 Combinatorics (05-XX) 1 Measure and integration (28-XX) 1 Functional analysis (46-XX) 1 Geometry (51-XX) 1 Differential geometry (53-XX) 1 Mechanics of deformable solids (74-XX) 1 Statistical mechanics, structure of matter (82-XX) Citations by Year