Edit Profile (opens in new tab) Croux, Christophe Compute Distance To: Compute Author ID: croux.christophe Published as: Croux, Christophe; Croux, C.; Croux, Cristophe more...less External Links: MGP Documents Indexed: 92 Publications since 1992 5 Contributions as Editor Co-Authors: 79 Co-Authors with 92 Joint Publications 1,289 Co-Co-Authors all top 5 Co-Authors 5 single-authored 12 Rousseeuw, Peter J. 10 Dehon, Catherine 10 Filzmoser, Peter 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 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 Reusens, Peter 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 Economics Letters 1 Applications of Mathematics 1 Communications in Statistics. Simulation and Computation 1 Communications in Statistics. Theory and Methods 1 Statistical Papers 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 91 Statistics (62-XX) 17 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 83 Publications have been cited 1,145 times in 766 Documents Cited by ▼ Year ▼ Alternatives to the median absolute deviation. Zbl 0792.62025Rousseeuw, Peter J.; Croux, Christophe 149 1993 Principal component analysis based on robust estimators of the covariance or correlation matrix: Influence functions and efficiencies. Zbl 0956.62047Croux, Christophe; Haesbroeck, Gentiane 92 2000 Influence function and efficiency of the minimum covariance determinant scatter matrix estimator. Zbl 0946.62055Croux, Christophe; Haesbroeck, Gentiane 79 1999 High breakdown estimators for principal components: the projection-pursuit approach revisited. Zbl 1065.62040Croux, Christophe; Ruiz-Gazen, Anne 59 2005 Sparse least trimmed squares regression for analyzing high-dimensional large data sets. Zbl 1454.62123Alfons, Andreas; Croux, Christophe; Gelper, Sarah 51 2013 Robust factor analysis. Zbl 1038.62055Pison, Greet; Rousseeuw, Peter J.; Filzmoser, Peter; Croux, Christophe 40 2003 Variable selection for logistic regression using a prediction-focused information criterion. Zbl 1116.62073Claeskens, Gerda; Croux, Christophe; Van Kerckhoven, Johan 37 2006 Robust linear discriminant analysis using S-estimators. Zbl 0987.62044Croux, Christophe; Dehon, Catherine 36 2001 Implementing the Bianco and Yohai estimator for logistic regression. Zbl 1429.62317Croux, Christophe; Haesbroeck, Gentiane 36 2003 Generalized S-estimators. Zbl 0812.62073Croux, Christophe; Rousseeuw, Peter J.; Hössjer, Ola 33 1994 The multivariate least-trimmed squares estimator. Zbl 1148.62037Agulló, Jose; Croux, Christophe; Van Aelst, Stefan 30 2008 Influence functions of the Spearman and Kendall correlation measures. Zbl 1332.62186Croux, Christophe; Dehon, Catherine 26 2010 A fast algorithm for robust principal components based on projection pursuit. Zbl 0900.62300Croux, C.; Ruiz-Gazen, A. 23 1996 Influence functions and efficiencies of the canonical correlation and vector estimates based on scatter and shape matrices. Zbl 1085.62078Taskinen, Sara; Croux, Christophe; Kankainen, Annaliisa; Ollila, Esa; Oja, Hannu 20 2006 Efficient high-breakdown \(M\)-estimators of scale. Zbl 0791.62034Croux, Christophe 17 1994 A class of high-breakdown scale estimators based on subranges. Zbl 0774.62035Croux, Christophe; Rousseeuw, Peter J. 17 1992 Prediction-focused model selection for autoregressive models. Zbl 05529668Claeskens, Gerda; Croux, Christophe; van Kerckhoven, Johan 17 2007 Generalizing univariate signed rank statistics for testing and estimating a multivariate location parameter. Zbl 1381.62113Hössjer, Ola; Croux, Christophe 17 1995 Sign and rank covariance matrices: statistical properties and application to principal components analysis. Zbl 1145.62343Croux, Christophe; Ollila, Esa; Oja, Hannu 16 2002 Robust canonical correlations: a comparative study. Zbl 1090.62056Branco, J. A.; Croux, C.; Filzmoser, P.; Oliveira, M. R. 15 2005 The bias of \(k\)-step M-estimators. Zbl 0801.62036Rousseeuw, Peter J.; Croux, Christophe 13 1994 Robust forecasting with exponential and Holt-Winters smoothing. Zbl 1203.62164Gelper, Sarah; Fried, Roland; Croux, Christophe 13 2010 Robust online scale estimation in time series: a model-free approach. Zbl 1149.62075Gelper, Sarah; Schettlinger, Karen; Croux, Christophe; Gather, Ursula 12 2009 Classification efficiencies for robust linear discriminant analysis. Zbl 1135.62051Croux, Christophe; Filzmoser, Peter; Joossens, Kristel 12 2008 Robust estimation of mean and dispersion functions in extended generalized additive models. Zbl 1241.62108Croux, Christophe; Gijbels, Irène; Prosdocimi, Ilaria 12 2012 Modeling churn using customer lifetime value. Zbl 1157.91396Glady, Nicolas; Baesens, Bart; Croux, Christophe 11 2009 The breakdown behavior of the maximum likelihood estimator in the logistic regression model. Zbl 1045.62014Croux, Christophe; Flandre, Cécile; Haesbroeck, Gentiane 10 2002 Robust estimators for the fixed effects panel data model. Zbl 1126.62014Bramati, Maria Caterina; Croux, Christophe 10 2007 Estimators of the multiple correlation coefficient: local robustness and confidence intervals. Zbl 1052.62028Croux, Cristophe; Dehon, Catherine 10 2003 The Gaussian rank correlation estimator: robustness properties. Zbl 1322.62129Boudt, Kris; Cornelissen, Jonathan; Croux, Christophe 10 2012 The \(k\)-step spatial sign covariance matrix. Zbl 1284.62367Croux, C.; Dehon, C.; Yadine, A. 9 2010 Asymptotics of generalized \(S\)-estimators. Zbl 0815.62012Hössjer, Ola; Croux, Christophe; Rousseeuw, Peter J. 9 1994 Robust M-estimation of multivariate GARCH models. Zbl 1284.91469Boudt, Kris; Croux, Christophe 9 2010 A comparison of algorithms for the multivariate \(L_1\)-median. Zbl 1304.65034Fritz, Heinrich; Filzmoser, Peter; Croux, Christophe 9 2012 The shooting S-estimator for robust regression. Zbl 1347.65027Öllerer, Viktoria; Alfons, Andreas; Croux, Christophe 9 2016 Influence of observations on the misclassification probability in quadratic discriminant analysis. Zbl 1077.62048Croux, Christophe; Joossens, Kristel 9 2005 Multivariate generalized S-estimators. Zbl 1157.62033Roelant, E.; van Aelst, S.; Croux, C. 8 2009 Trimmed bagging. Zbl 1452.62047Croux, Christophe; Joossens, Kristel; Lemmens, Aurélie 8 2007 Sparse canonical correlation analysis from a predictive point of view. Zbl 1336.62156Wilms, Ines; Croux, Christophe 8 2015 Robust explicit estimators of Weibull parameters. Zbl 1206.62028Boudt, Kris; Caliskan, Derya; Croux, Christophe 7 2011 Maxbias curves of robust scale estimators based on subranges. Zbl 0990.62024Croux, Christophe; Haesbroeck, Gentiane 7 2001 Testing the information matrix equality with robust estimators. Zbl 1093.62021Croux, Christophe; Dhaene, Geert; Hoorelbeke, Dirk 7 2006 Positive-breakdown regression by minimizing nested scale estimators. Zbl 0854.62027Croux, Christophe; Rousseeuw, Peter J.; van Bael, Annemie 6 1996 Logistic discrimination using robust estimators: an influence function approach. Zbl 1143.62036Croux, Christophe; Haesbroeck, Gentiane; Joossens, Kristel 6 2008 Robust estimation of the vector autoregressive model by a least trimmed squares procedure. Zbl 1148.62067Croux, Christophe; Joossens, Kristel 6 2008 The affine equivariant sign covariance matrix: Asymptotic behavior and efficiencies. Zbl 1044.62063Ollila, Esa; Oja, Hannu; Croux, Christophe 6 2003 Jump robust daily covariance estimation by disentangling variance and correlation components. Zbl 1254.91565Boudt, Kris; Cornelissen, Jonathan; Croux, Christophe 6 2012 Robust groupwise least angle regression. Zbl 1468.62014Alfons, Andreas; Croux, Christophe; Gelper, Sarah 5 2016 Robust exponential smoothing of multivariate time series. Zbl 1284.62547Croux, Christophe; Gelper, Sarah; Mahieu, Koen 5 2010 Fast and robust estimation of the multivariate errors in variables model. Zbl 1203.62106Croux, Christophe; Fekri, Mohammed; Ruiz-Gazen, Anne 5 2010 Bounded influence regression using high breakdown scatter matrices. Zbl 1049.62073Croux, Christophe; van Aelst, Stefan; Dehon, Catherine 5 2003 Robust estimation for ordinal regression. Zbl 1279.62147Croux, C.; Haesbroeck, G.; Ruwet, C. 5 2013 Limit behavior of the empirical influence function of the median. Zbl 0902.62056Croux, Christophe 4 1998 Editorial: Machine learning and robust data mining. Zbl 1452.00020 4 2007 Comments on: “Robust estimation of multivariate location and scatter in the presence of cellwise and casewise contamination”. Zbl 1326.62113Croux, Christophe; Öllerer, Viktoria 4 2015 Influence function and asymptotic efficiency of the affine equivariant rank covariance matrix. Zbl 1035.62044Ollila, Esa; Croux, Christophe; Oja, Hannu 4 2004 An easy way to increase the finite-sample efficiency of the resampled minimum volume ellipsoid estimator. Zbl 0900.62278Croux, Christophe; Haesbroeck, Gentiane 4 1997 Asymptotics of the repeated median slope estimator. Zbl 0817.62018Hössjer, Ola; Rousseeuw, Peter J.; Croux, Christophe 3 1994 Computational aspects of robust Holt-Winters smoothing based on \(M\)-estimation. Zbl 1199.91156Croux, Christophe; Gelper, Sarah; Fried, Roland 3 2008 Editorial: Dynamic factor models. Zbl 1298.00263 3 2004 Robust methods for canonical correlation analysis. Zbl 1026.62060Dehon, Catherine; Filzmoser, Peter; Croux, Christophe 3 2000 Empirical comparison of the classification performance of robust linear and quadratic discriminant analysis. Zbl 1088.62079Joossens, K.; Croux, C. 3 2004 The influence function of penalized regression estimators. Zbl 1328.62481Öllerer, Viktoria; Croux, Christophe; Alfons, Andreas 3 2015 Robust principal component analysis based on trimming around affine subspaces. Zbl 1371.62054Croux, C.; Garicía-Escudero, L. A.; Gordaliza, A.; Ruwet, C.; Martín, R. San 2 2017 Multivariate out-of-sample tests for Granger causality. Zbl 1161.62401Gelper, Sarah; Croux, Christophe 2 2007 Sensivity functions and numerical analysis of the repeated median slope. Zbl 0936.62075Rousseeuw, P. J.; Croux, C.; Hössjer, O. 2 1995 Maximum deviation curves for location estimators. Zbl 0873.62034Croux, Christophe 2 1996 Efficient and robust scale estimation for trended time series. Zbl 1170.62356Caliskan, Derya; Croux, Christophe; Gelper, Sarah 2 2009 Robust estimation of the conditional median function at elliptical models. Zbl 0972.62033Croux, Christophe; Dehon, Catherine; Rousseeuw, Peter J.; Van Aelst, Stefan 2 2001 Regression-based, regression-free and model-free approaches for robust online scale estimation. Zbl 1230.62122Schettlinger, Karen; Gelper, Sarah; Gather, Ursula; Croux, Christophe 2 2010 An information criterion for variable selection in support vector machines. Zbl 1225.68166Claeskens, Gerda; Croux, Christophe; Van Kerckhoven, Johan 2 2008 On the optimality of multivariate S-estimators. Zbl 1246.62136Croux, Christophe; Dehon, Catherine; Yadine, Abdelilah 2 2011 The predictive power of the business and bank sentiment of firms: a high-dimensional Granger causality approach. Zbl 1347.62206Wilms, Ines; Gelper, Sarah; Croux, Christophe 2 2016 An algorithm for the multivariate group Lasso with covariance estimation. Zbl 07282452Wilms, I.; Croux, C. 1 2018 Sliced average variance estimation for multivariate time series. Zbl 1419.62239Matilainen, Markus; Croux, C.; Nordhausen, K.; Oja, H. 1 2019 Asymptotics of an estimator of a robust spread functional. Zbl 0845.62027Hössjer, Ola; Rousseeuw, Peter J.; Croux, Christophe 1 1996 Performance of likelihood-based estimation methods for multilevel binary regression models. Zbl 1119.62075Callens, Marc; Croux, Christophe 1 2005 The impact of a sustainability constraint on the mean-tracking error efficient frontier. Zbl 1283.91164Boudt, Kris; Cornelissen, Jonathan; Croux, Christophe 1 2013 A note on finite-sample efficiencies of estimators for the minimum volume ellipsoid. Zbl 1031.62043Croux, Christophe; Haesbroeck, Gentiane 1 2002 Maxbias curves of robust location estimators based on subranges. Zbl 1013.62030Croux, Christophe; Haesbroeck, Gentiane 1 2002 Multiple group linear discriminant analysis: robustness and error rate. Zbl 1437.62020Filzmoser, Peter; Joossens, Kristel; Croux, Christophe 1 2006 Statistical inference for a robust measure of multiple correlation. Zbl 1446.62012Dehon, Catherine; Croux, Christophe 1 2002 Outlier resistant estimators for canonical correlation analysis. Zbl 1455.62114Filzmoser, P.; Dehon, C.; Croux, C. 1 2000 Sliced average variance estimation for multivariate time series. Zbl 1419.62239Matilainen, Markus; Croux, C.; Nordhausen, K.; Oja, H. 1 2019 An algorithm for the multivariate group Lasso with covariance estimation. Zbl 07282452Wilms, I.; Croux, C. 1 2018 Robust principal component analysis based on trimming around affine subspaces. Zbl 1371.62054Croux, C.; Garicía-Escudero, L. A.; Gordaliza, A.; Ruwet, C.; Martín, R. San 2 2017 The shooting S-estimator for robust regression. Zbl 1347.65027Öllerer, Viktoria; Alfons, Andreas; Croux, Christophe 9 2016 Robust groupwise least angle regression. Zbl 1468.62014Alfons, Andreas; Croux, Christophe; Gelper, Sarah 5 2016 The predictive power of the business and bank sentiment of firms: a high-dimensional Granger causality approach. Zbl 1347.62206Wilms, Ines; Gelper, Sarah; Croux, Christophe 2 2016 Sparse canonical correlation analysis from a predictive point of view. Zbl 1336.62156Wilms, Ines; Croux, Christophe 8 2015 Comments on: “Robust estimation of multivariate location and scatter in the presence of cellwise and casewise contamination”. Zbl 1326.62113Croux, Christophe; Öllerer, Viktoria 4 2015 The influence function of penalized regression estimators. Zbl 1328.62481Öllerer, Viktoria; Croux, Christophe; Alfons, Andreas 3 2015 Sparse least trimmed squares regression for analyzing high-dimensional large data sets. Zbl 1454.62123Alfons, Andreas; Croux, Christophe; Gelper, Sarah 51 2013 Robust estimation for ordinal regression. Zbl 1279.62147Croux, C.; Haesbroeck, G.; Ruwet, C. 5 2013 The impact of a sustainability constraint on the mean-tracking error efficient frontier. Zbl 1283.91164Boudt, Kris; Cornelissen, Jonathan; Croux, Christophe 1 2013 Robust estimation of mean and dispersion functions in extended generalized additive models. Zbl 1241.62108Croux, Christophe; Gijbels, Irène; Prosdocimi, Ilaria 12 2012 The Gaussian rank correlation estimator: robustness properties. Zbl 1322.62129Boudt, Kris; Cornelissen, Jonathan; Croux, Christophe 10 2012 A comparison of algorithms for the multivariate \(L_1\)-median. Zbl 1304.65034Fritz, Heinrich; Filzmoser, Peter; Croux, Christophe 9 2012 Jump robust daily covariance estimation by disentangling variance and correlation components. Zbl 1254.91565Boudt, Kris; Cornelissen, Jonathan; Croux, Christophe 6 2012 Robust explicit estimators of Weibull parameters. Zbl 1206.62028Boudt, Kris; Caliskan, Derya; Croux, Christophe 7 2011 On the optimality of multivariate S-estimators. Zbl 1246.62136Croux, Christophe; Dehon, Catherine; Yadine, Abdelilah 2 2011 Influence functions of the Spearman and Kendall correlation measures. Zbl 1332.62186Croux, Christophe; Dehon, Catherine 26 2010 Robust forecasting with exponential and Holt-Winters smoothing. Zbl 1203.62164Gelper, Sarah; Fried, Roland; Croux, Christophe 13 2010 The \(k\)-step spatial sign covariance matrix. Zbl 1284.62367Croux, C.; Dehon, C.; Yadine, A. 9 2010 Robust M-estimation of multivariate GARCH models. Zbl 1284.91469Boudt, Kris; Croux, Christophe 9 2010 Robust exponential smoothing of multivariate time series. Zbl 1284.62547Croux, Christophe; Gelper, Sarah; Mahieu, Koen 5 2010 Fast and robust estimation of the multivariate errors in variables model. Zbl 1203.62106Croux, Christophe; Fekri, Mohammed; Ruiz-Gazen, Anne 5 2010 Regression-based, regression-free and model-free approaches for robust online scale estimation. Zbl 1230.62122Schettlinger, Karen; Gelper, Sarah; Gather, Ursula; Croux, Christophe 2 2010 Robust online scale estimation in time series: a model-free approach. Zbl 1149.62075Gelper, Sarah; Schettlinger, Karen; Croux, Christophe; Gather, Ursula 12 2009 Modeling churn using customer lifetime value. Zbl 1157.91396Glady, Nicolas; Baesens, Bart; Croux, Christophe 11 2009 Multivariate generalized S-estimators. Zbl 1157.62033Roelant, E.; van Aelst, S.; Croux, C. 8 2009 Efficient and robust scale estimation for trended time series. Zbl 1170.62356Caliskan, Derya; Croux, Christophe; Gelper, Sarah 2 2009 The multivariate least-trimmed squares estimator. Zbl 1148.62037Agulló, Jose; Croux, Christophe; Van Aelst, Stefan 30 2008 Classification efficiencies for robust linear discriminant analysis. Zbl 1135.62051Croux, Christophe; Filzmoser, Peter; Joossens, Kristel 12 2008 Logistic discrimination using robust estimators: an influence function approach. Zbl 1143.62036Croux, Christophe; Haesbroeck, Gentiane; Joossens, Kristel 6 2008 Robust estimation of the vector autoregressive model by a least trimmed squares procedure. Zbl 1148.62067Croux, Christophe; Joossens, Kristel 6 2008 Computational aspects of robust Holt-Winters smoothing based on \(M\)-estimation. Zbl 1199.91156Croux, Christophe; Gelper, Sarah; Fried, Roland 3 2008 An information criterion for variable selection in support vector machines. Zbl 1225.68166Claeskens, Gerda; Croux, Christophe; Van Kerckhoven, Johan 2 2008 Prediction-focused model selection for autoregressive models. Zbl 05529668Claeskens, Gerda; Croux, Christophe; van Kerckhoven, Johan 17 2007 Robust estimators for the fixed effects panel data model. Zbl 1126.62014Bramati, Maria Caterina; Croux, Christophe 10 2007 Trimmed bagging. Zbl 1452.62047Croux, Christophe; Joossens, Kristel; Lemmens, Aurélie 8 2007 Editorial: Machine learning and robust data mining. Zbl 1452.00020 4 2007 Multivariate out-of-sample tests for Granger causality. Zbl 1161.62401Gelper, Sarah; Croux, Christophe 2 2007 Variable selection for logistic regression using a prediction-focused information criterion. Zbl 1116.62073Claeskens, Gerda; Croux, Christophe; Van Kerckhoven, Johan 37 2006 Influence functions and efficiencies of the canonical correlation and vector estimates based on scatter and shape matrices. Zbl 1085.62078Taskinen, Sara; Croux, Christophe; Kankainen, Annaliisa; Ollila, Esa; Oja, Hannu 20 2006 Testing the information matrix equality with robust estimators. Zbl 1093.62021Croux, Christophe; Dhaene, Geert; Hoorelbeke, Dirk 7 2006 Multiple group linear discriminant analysis: robustness and error rate. Zbl 1437.62020Filzmoser, Peter; Joossens, Kristel; Croux, Christophe 1 2006 High breakdown estimators for principal components: the projection-pursuit approach revisited. Zbl 1065.62040Croux, Christophe; Ruiz-Gazen, Anne 59 2005 Robust canonical correlations: a comparative study. Zbl 1090.62056Branco, J. A.; Croux, C.; Filzmoser, P.; Oliveira, M. R. 15 2005 Influence of observations on the misclassification probability in quadratic discriminant analysis. Zbl 1077.62048Croux, Christophe; Joossens, Kristel 9 2005 Performance of likelihood-based estimation methods for multilevel binary regression models. Zbl 1119.62075Callens, Marc; Croux, Christophe 1 2005 Influence function and asymptotic efficiency of the affine equivariant rank covariance matrix. Zbl 1035.62044Ollila, Esa; Croux, Christophe; Oja, Hannu 4 2004 Editorial: Dynamic factor models. Zbl 1298.00263 3 2004 Empirical comparison of the classification performance of robust linear and quadratic discriminant analysis. Zbl 1088.62079Joossens, K.; Croux, C. 3 2004 Robust factor analysis. Zbl 1038.62055Pison, Greet; Rousseeuw, Peter J.; Filzmoser, Peter; Croux, Christophe 40 2003 Implementing the Bianco and Yohai estimator for logistic regression. Zbl 1429.62317Croux, Christophe; Haesbroeck, Gentiane 36 2003 Estimators of the multiple correlation coefficient: local robustness and confidence intervals. Zbl 1052.62028Croux, Cristophe; Dehon, Catherine 10 2003 The affine equivariant sign covariance matrix: Asymptotic behavior and efficiencies. Zbl 1044.62063Ollila, Esa; Oja, Hannu; Croux, Christophe 6 2003 Bounded influence regression using high breakdown scatter matrices. Zbl 1049.62073Croux, Christophe; van Aelst, Stefan; Dehon, Catherine 5 2003 Sign and rank covariance matrices: statistical properties and application to principal components analysis. Zbl 1145.62343Croux, Christophe; Ollila, Esa; Oja, Hannu 16 2002 The breakdown behavior of the maximum likelihood estimator in the logistic regression model. Zbl 1045.62014Croux, Christophe; Flandre, Cécile; Haesbroeck, Gentiane 10 2002 A note on finite-sample efficiencies of estimators for the minimum volume ellipsoid. Zbl 1031.62043Croux, Christophe; Haesbroeck, Gentiane 1 2002 Maxbias curves of robust location estimators based on subranges. Zbl 1013.62030Croux, Christophe; Haesbroeck, Gentiane 1 2002 Statistical inference for a robust measure of multiple correlation. Zbl 1446.62012Dehon, Catherine; Croux, Christophe 1 2002 Robust linear discriminant analysis using S-estimators. Zbl 0987.62044Croux, Christophe; Dehon, Catherine 36 2001 Maxbias curves of robust scale estimators based on subranges. Zbl 0990.62024Croux, Christophe; Haesbroeck, Gentiane 7 2001 Robust estimation of the conditional median function at elliptical models. Zbl 0972.62033Croux, 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 0956.62047Croux, Christophe; Haesbroeck, Gentiane 92 2000 Robust methods for canonical correlation analysis. Zbl 1026.62060Dehon, Catherine; Filzmoser, Peter; Croux, Christophe 3 2000 Outlier resistant estimators for canonical correlation analysis. Zbl 1455.62114Filzmoser, P.; Dehon, C.; Croux, C. 1 2000 Influence function and efficiency of the minimum covariance determinant scatter matrix estimator. Zbl 0946.62055Croux, Christophe; Haesbroeck, Gentiane 79 1999 Limit behavior of the empirical influence function of the median. Zbl 0902.62056Croux, Christophe 4 1998 An easy way to increase the finite-sample efficiency of the resampled minimum volume ellipsoid estimator. Zbl 0900.62278Croux, Christophe; Haesbroeck, Gentiane 4 1997 A fast algorithm for robust principal components based on projection pursuit. Zbl 0900.62300Croux, C.; Ruiz-Gazen, A. 23 1996 Positive-breakdown regression by minimizing nested scale estimators. Zbl 0854.62027Croux, Christophe; Rousseeuw, Peter J.; van Bael, Annemie 6 1996 Maximum deviation curves for location estimators. Zbl 0873.62034Croux, Christophe 2 1996 Asymptotics of an estimator of a robust spread functional. Zbl 0845.62027Hössjer, Ola; Rousseeuw, Peter J.; Croux, Christophe 1 1996 Generalizing univariate signed rank statistics for testing and estimating a multivariate location parameter. Zbl 1381.62113Hössjer, Ola; Croux, Christophe 17 1995 Sensivity functions and numerical analysis of the repeated median slope. Zbl 0936.62075Rousseeuw, P. J.; Croux, C.; Hössjer, O. 2 1995 Generalized S-estimators. Zbl 0812.62073Croux, Christophe; Rousseeuw, Peter J.; Hössjer, Ola 33 1994 Efficient high-breakdown \(M\)-estimators of scale. Zbl 0791.62034Croux, Christophe 17 1994 The bias of \(k\)-step M-estimators. Zbl 0801.62036Rousseeuw, Peter J.; Croux, Christophe 13 1994 Asymptotics of generalized \(S\)-estimators. Zbl 0815.62012Hössjer, Ola; Croux, Christophe; Rousseeuw, Peter J. 9 1994 Asymptotics of the repeated median slope estimator. Zbl 0817.62018Hössjer, Ola; Rousseeuw, Peter J.; Croux, Christophe 3 1994 Alternatives to the median absolute deviation. Zbl 0792.62025Rousseeuw, Peter J.; Croux, Christophe 149 1993 A class of high-breakdown scale estimators based on subranges. Zbl 0774.62035Croux, Christophe; Rousseeuw, Peter J. 17 1992 all cited Publications top 5 cited Publications all top 5 Cited by 1,120 Authors 58 Croux, Christophe 29 Boente, Graciela 29 Van Aelst, Stefan 21 Rousseeuw, Peter J. 19 Filzmoser, Peter 16 Zamar, Ruben H. 15 Hubert, Mia 14 Fried, Roland 14 Oja, Hannu 14 Zhang, Xinyu 12 Bianco, Ana M. 12 Verdonck, Tim 12 Yohai, Víctor Jaime 11 Gather, Ursula 11 Riani, Marco 10 Haesbroeck, Gentiane 10 Paindaveine, Davy 9 Cerioli, Andrea 8 Dehon, Catherine 8 Gijbels, Irène 8 Pires, Ana M. 8 Reisen, Valdério Anselmo 8 Tyler, David E. 8 Vogel, Daniel 8 Zou, Guohua 7 Atkinson, Anthony C. 7 Berrendero, Jose Ramon 7 Rodrigues, Isabel M. 7 Ruiz-Gazen, Anne 7 Schettlinger, Karen 7 Willems, Gert 6 Boudt, Kris 6 Gelper, Sarah 6 Hallin, Marc 6 Lévy-Leduc, Céline 6 Salibian-Barrera, Matias 6 Taskinen, Sara 5 Alfons, Andreas 5 Arslan, Olcay 5 Christmann, Andreas 5 Dang, Xin 5 Dürre, Alexander 5 Jiang, Yunlu 5 Karunamuni, Rohana J. 5 Liang, Hua 5 Maronna, Ricardo Antonio 5 Nordhausen, Klaus 5 Pardo, Leandro 5 Todorov, Valentin 5 Wu, Jingjing 5 Zhao, Shangwei 4 Abebe, Asheber 4 Agostinelli, Claudio 4 Aravkin, Aleksandr Y. 4 Bali, Juan Lucas 4 Becker, Claudia 4 Borowski, Matthias 4 Čížek, Pavel 4 Claeskens, Gerda 4 Debruyne, Michiel 4 Du, Jiang 4 Farcomeni, Alessio 4 Genton, Marc G. 4 Kirschstein, Thomas 4 Liebscher, Steffen 4 Moulines, Eric 4 Müller, Christine H. 4 Müller, Samuel 4 Öllerer, Viktoria 4 Pison, Greet 4 Ruwet, C. 4 Serneels, Sven 4 Wan, Alan T. K. 4 Wendler, Martin 3 Antoniadis, Anestis 3 Bar-Hen, Avner 3 Boistard, Hélène 3 Bondon, Pascal 3 Branco, João A. 3 Cantoni, Eva 3 Cardot, Hervé 3 Cornelissen, Jonathan 3 Coussement, Kristof 3 Cui, Hengjian 3 Davies, Patrick Laurie 3 De Bock, Koen W. 3 Eguchi, Shinto 3 Fryzlewicz, Piotr 3 Fujisawa, Hironori 3 García-Escudero, Luis Angel 3 Ghosh, Abhik 3 Gordaliza, Alfonso 3 Hill, Jonathan B. 3 Hobza, Tomáš 3 Höppner, Sebastiaan 3 Hössjer, Ola G. 3 Hron, Karel 3 Jin, Jiao 3 Joossens, Kristel 3 Kudraszow, Nadia L. ...and 1,020 more Authors all top 5 Cited in 132 Serials 110 Computational Statistics and Data Analysis 77 Journal of Multivariate Analysis 33 Communications in Statistics. Simulation and Computation 26 Journal of Statistical Computation and Simulation 26 Journal of Applied Statistics 25 Journal of Statistical Planning and Inference 25 Statistics & Probability Letters 22 Test 21 The Annals of Statistics 20 Communications in Statistics. Theory and Methods 17 European Journal of Operational Research 15 Statistical Methods and Applications 15 Statistics and Computing 14 Electronic Journal of Statistics 13 Statistics 12 Statistical Papers 11 Journal of Econometrics 11 Computational Statistics 11 Journal of Nonparametric Statistics 11 Advances in Data Analysis and Classification. ADAC 10 Metrika 10 The Annals of Applied Statistics 8 The Canadian Journal of Statistics 8 Journal of the American Statistical Association 7 Statistical Science 7 Economics Letters 6 Annals of the Institute of Statistical Mathematics 6 Hacettepe Journal of Mathematics and Statistics 5 Scandinavian Journal of Statistics 5 Kybernetika 5 Journal of Time Series Analysis 5 Neural Computation 5 Bernoulli 4 Biometrical Journal 4 Journal of Classification 4 Econometric Reviews 4 Pattern Recognition 4 Statistica Sinica 4 Journal of Systems Science and Complexity 4 Journal of Computational and Graphical Statistics 3 Biometrics 3 Information Sciences 3 Econometric Theory 3 Journal of the Korean Statistical Society 3 Mathematical Geosciences 3 Science China. Mathematics 2 Journal of Computational Physics 2 Mathematics and Computers in Simulation 2 Metron 2 Insurance Mathematics & Economics 2 Sequential Analysis 2 Neural Networks 2 Machine Learning 2 Mathematical Problems in Engineering 2 Australian & New Zealand Journal of Statistics 2 Data Mining and Knowledge Discovery 2 Statistical Modelling 2 Comptes Rendus. Mathématique. Académie des Sciences, Paris 2 Statistical Methodology 2 Journal of Statistical Theory and Practice 2 Algorithms 1 The American Statistician 1 Inverse Problems 1 Mathematical Biosciences 1 Applied Mathematics and Computation 1 British Journal of Mathematical & Statistical Psychology 1 Computing 1 International Journal of Mathematics and Mathematical Sciences 1 Journal of Computational and Applied Mathematics 1 Mathematics of Operations Research 1 Operations Research 1 Statistica 1 Statistica Neerlandica 1 Operations Research Letters 1 Revista Colombiana de Estadística 1 Acta Mathematicae Applicatae Sinica. English Series 1 Computers & Operations Research 1 Annals of Operations Research 1 International Journal of Adaptive Control and Signal Processing 1 Applications of Mathematics 1 Applied Mathematical Modelling 1 Automation and Remote Control 1 Stochastic Processes and their Applications 1 Mathematical Programming. Series A. Series B 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 International Transactions in Operational Research 1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 1 Optimization Methods & Software 1 Mathematical Methods of Operations Research 1 Journal of Combinatorial Optimization 1 Studies in Nonlinear Dynamics and Econometrics 1 The Econometrics Journal 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Sibirskiĭ Zhurnal Industrial’noĭ Matematiki 1 International Journal of Theoretical and Applied Finance 1 Extremes ...and 32 more Serials all top 5 Cited in 21 Fields 720 Statistics (62-XX) 105 Numerical analysis (65-XX) 42 Computer science (68-XX) 31 Probability theory and stochastic processes (60-XX) 29 Operations research, mathematical programming (90-XX) 20 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 9 Biology and other natural sciences (92-XX) 8 Systems theory; control (93-XX) 8 Information and communication theory, circuits (94-XX) 5 General and overarching topics; collections (00-XX) 5 Geophysics (86-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 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