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Author ID: croux.christophe Recent zbMATH articles by "Croux, Christophe"
Published as: Croux, Christophe; Croux, C.; Croux, Cristophe
External Links: MGP
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

Publications by Year

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 0792.62025
Rousseeuw, Peter J.; Croux, Christophe
149
1993
Principal component analysis based on robust estimators of the covariance or correlation matrix: Influence functions and efficiencies. Zbl 0956.62047
Croux, Christophe; Haesbroeck, Gentiane
92
2000
Influence function and efficiency of the minimum covariance determinant scatter matrix estimator. Zbl 0946.62055
Croux, Christophe; Haesbroeck, Gentiane
79
1999
High breakdown estimators for principal components: the projection-pursuit approach revisited. Zbl 1065.62040
Croux, Christophe; Ruiz-Gazen, Anne
59
2005
Sparse least trimmed squares regression for analyzing high-dimensional large data sets. Zbl 1454.62123
Alfons, Andreas; Croux, Christophe; Gelper, Sarah
51
2013
Robust factor analysis. Zbl 1038.62055
Pison, Greet; Rousseeuw, Peter J.; Filzmoser, Peter; Croux, Christophe
40
2003
Variable selection for logistic regression using a prediction-focused information criterion. Zbl 1116.62073
Claeskens, Gerda; Croux, Christophe; Van Kerckhoven, Johan
37
2006
Robust linear discriminant analysis using S-estimators. Zbl 0987.62044
Croux, Christophe; Dehon, Catherine
36
2001
Implementing the Bianco and Yohai estimator for logistic regression. Zbl 1429.62317
Croux, Christophe; Haesbroeck, Gentiane
36
2003
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
30
2008
Influence functions of the Spearman and Kendall correlation measures. Zbl 1332.62186
Croux, Christophe; Dehon, Catherine
26
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
20
2006
Efficient high-breakdown \(M\)-estimators of scale. Zbl 0791.62034
Croux, Christophe
17
1994
A class of high-breakdown scale estimators based on subranges. Zbl 0774.62035
Croux, Christophe; Rousseeuw, Peter J.
17
1992
Prediction-focused model selection for autoregressive models. Zbl 05529668
Claeskens, Gerda; Croux, Christophe; van Kerckhoven, Johan
17
2007
Generalizing univariate signed rank statistics for testing and estimating a multivariate location parameter. Zbl 1381.62113
Hössjer, Ola; Croux, Christophe
17
1995
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.
15
2005
The bias of \(k\)-step M-estimators. Zbl 0801.62036
Rousseeuw, Peter J.; Croux, Christophe
13
1994
Robust forecasting with exponential and Holt-Winters smoothing. Zbl 1203.62164
Gelper, Sarah; Fried, Roland; Croux, Christophe
13
2010
Robust online scale estimation in time series: a model-free approach. Zbl 1149.62075
Gelper, Sarah; Schettlinger, Karen; Croux, Christophe; Gather, Ursula
12
2009
Classification efficiencies for robust linear discriminant analysis. Zbl 1135.62051
Croux, Christophe; Filzmoser, Peter; Joossens, Kristel
12
2008
Robust estimation of mean and dispersion functions in extended generalized additive models. Zbl 1241.62108
Croux, Christophe; Gijbels, Irène; Prosdocimi, Ilaria
12
2012
Modeling churn using customer lifetime value. Zbl 1157.91396
Glady, Nicolas; Baesens, Bart; Croux, Christophe
11
2009
The breakdown behavior of the maximum likelihood estimator in the logistic regression model. Zbl 1045.62014
Croux, Christophe; Flandre, Cécile; Haesbroeck, Gentiane
10
2002
Robust estimators for the fixed effects panel data model. Zbl 1126.62014
Bramati, Maria Caterina; Croux, Christophe
10
2007
Estimators of the multiple correlation coefficient: local robustness and confidence intervals. Zbl 1052.62028
Croux, Cristophe; Dehon, Catherine
10
2003
The Gaussian rank correlation estimator: robustness properties. Zbl 1322.62129
Boudt, Kris; Cornelissen, Jonathan; Croux, Christophe
10
2012
The \(k\)-step spatial sign covariance matrix. Zbl 1284.62367
Croux, C.; Dehon, C.; Yadine, A.
9
2010
Asymptotics of generalized \(S\)-estimators. Zbl 0815.62012
Hössjer, Ola; Croux, Christophe; Rousseeuw, Peter J.
9
1994
Robust M-estimation of multivariate GARCH models. Zbl 1284.91469
Boudt, Kris; Croux, Christophe
9
2010
A comparison of algorithms for the multivariate \(L_1\)-median. Zbl 1304.65034
Fritz, Heinrich; Filzmoser, Peter; Croux, Christophe
9
2012
The shooting S-estimator for robust regression. Zbl 1347.65027
Öllerer, Viktoria; Alfons, Andreas; Croux, Christophe
9
2016
Influence of observations on the misclassification probability in quadratic discriminant analysis. Zbl 1077.62048
Croux, Christophe; Joossens, Kristel
9
2005
Multivariate generalized S-estimators. Zbl 1157.62033
Roelant, E.; van Aelst, S.; Croux, C.
8
2009
Trimmed bagging. Zbl 1452.62047
Croux, Christophe; Joossens, Kristel; Lemmens, Aurélie
8
2007
Sparse canonical correlation analysis from a predictive point of view. Zbl 1336.62156
Wilms, Ines; Croux, Christophe
8
2015
Robust explicit estimators of Weibull parameters. Zbl 1206.62028
Boudt, Kris; Caliskan, Derya; Croux, Christophe
7
2011
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
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 estimation of the vector autoregressive model by a least trimmed squares procedure. Zbl 1148.62067
Croux, Christophe; Joossens, Kristel
6
2008
The affine equivariant sign covariance matrix: Asymptotic behavior and efficiencies. Zbl 1044.62063
Ollila, Esa; Oja, Hannu; Croux, Christophe
6
2003
Jump robust daily covariance estimation by disentangling variance and correlation components. Zbl 1254.91565
Boudt, Kris; Cornelissen, Jonathan; Croux, Christophe
6
2012
Robust groupwise least angle regression. Zbl 1468.62014
Alfons, Andreas; Croux, Christophe; Gelper, Sarah
5
2016
Robust exponential smoothing of multivariate time series. Zbl 1284.62547
Croux, Christophe; Gelper, Sarah; Mahieu, Koen
5
2010
Fast and robust estimation of the multivariate errors in variables model. Zbl 1203.62106
Croux, Christophe; Fekri, Mohammed; Ruiz-Gazen, Anne
5
2010
Bounded influence regression using high breakdown scatter matrices. Zbl 1049.62073
Croux, Christophe; van Aelst, Stefan; Dehon, Catherine
5
2003
Robust estimation for ordinal regression. Zbl 1279.62147
Croux, C.; Haesbroeck, G.; Ruwet, C.
5
2013
Limit behavior of the empirical influence function of the median. Zbl 0902.62056
Croux, 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 1326.62113
Croux, Christophe; Öllerer, Viktoria
4
2015
Influence function and asymptotic efficiency of the affine equivariant rank covariance matrix. Zbl 1035.62044
Ollila, Esa; Croux, Christophe; Oja, Hannu
4
2004
An easy way to increase the finite-sample efficiency of the resampled minimum volume ellipsoid estimator. Zbl 0900.62278
Croux, Christophe; Haesbroeck, Gentiane
4
1997
Asymptotics of the repeated median slope estimator. Zbl 0817.62018
Hössjer, Ola; Rousseeuw, Peter J.; Croux, Christophe
3
1994
Computational aspects of robust Holt-Winters smoothing based on \(M\)-estimation. Zbl 1199.91156
Croux, Christophe; Gelper, Sarah; Fried, Roland
3
2008
Editorial: Dynamic factor models. Zbl 1298.00263
3
2004
Robust methods for canonical correlation analysis. Zbl 1026.62060
Dehon, Catherine; Filzmoser, Peter; Croux, Christophe
3
2000
Empirical comparison of the classification performance of robust linear and quadratic discriminant analysis. Zbl 1088.62079
Joossens, K.; Croux, C.
3
2004
The influence function of penalized regression estimators. Zbl 1328.62481
Öllerer, Viktoria; Croux, Christophe; Alfons, Andreas
3
2015
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
2
2017
Multivariate out-of-sample tests for Granger causality. Zbl 1161.62401
Gelper, Sarah; Croux, Christophe
2
2007
Sensivity functions and numerical analysis of the repeated median slope. Zbl 0936.62075
Rousseeuw, P. J.; Croux, C.; Hössjer, O.
2
1995
Maximum deviation curves for location estimators. Zbl 0873.62034
Croux, Christophe
2
1996
Efficient and robust scale estimation for trended time series. Zbl 1170.62356
Caliskan, Derya; Croux, Christophe; Gelper, Sarah
2
2009
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
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
An information criterion for variable selection in support vector machines. Zbl 1225.68166
Claeskens, Gerda; Croux, Christophe; Van Kerckhoven, Johan
2
2008
On the optimality of multivariate S-estimators. Zbl 1246.62136
Croux, 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 1347.62206
Wilms, Ines; Gelper, Sarah; Croux, Christophe
2
2016
An algorithm for the multivariate group Lasso with covariance estimation. Zbl 07282452
Wilms, I.; Croux, C.
1
2018
Sliced average variance estimation for multivariate time series. Zbl 1419.62239
Matilainen, Markus; Croux, C.; Nordhausen, K.; Oja, H.
1
2019
Asymptotics of an estimator of a robust spread functional. Zbl 0845.62027
Hössjer, Ola; Rousseeuw, Peter J.; Croux, Christophe
1
1996
Performance of likelihood-based estimation methods for multilevel binary regression models. Zbl 1119.62075
Callens, Marc; Croux, Christophe
1
2005
The impact of a sustainability constraint on the mean-tracking error efficient frontier. Zbl 1283.91164
Boudt, Kris; Cornelissen, Jonathan; Croux, Christophe
1
2013
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
Multiple group linear discriminant analysis: robustness and error rate. Zbl 1437.62020
Filzmoser, Peter; Joossens, Kristel; Croux, Christophe
1
2006
Statistical inference for a robust measure of multiple correlation. Zbl 1446.62012
Dehon, Catherine; Croux, Christophe
1
2002
Outlier resistant estimators for canonical correlation analysis. Zbl 1455.62114
Filzmoser, P.; Dehon, C.; Croux, C.
1
2000
Sliced average variance estimation for multivariate time series. Zbl 1419.62239
Matilainen, Markus; Croux, C.; Nordhausen, K.; Oja, H.
1
2019
An algorithm for the multivariate group Lasso with covariance estimation. Zbl 07282452
Wilms, I.; Croux, C.
1
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
2
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
5
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
Sparse canonical correlation analysis from a predictive point of view. Zbl 1336.62156
Wilms, Ines; Croux, Christophe
8
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
4
2015
The influence function of penalized regression estimators. Zbl 1328.62481
Öllerer, Viktoria; Croux, Christophe; Alfons, Andreas
3
2015
Sparse least trimmed squares regression for analyzing high-dimensional large data sets. Zbl 1454.62123
Alfons, Andreas; Croux, Christophe; Gelper, Sarah
51
2013
Robust estimation for ordinal regression. Zbl 1279.62147
Croux, C.; Haesbroeck, G.; Ruwet, C.
5
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
12
2012
The Gaussian rank correlation estimator: robustness properties. Zbl 1322.62129
Boudt, Kris; Cornelissen, Jonathan; Croux, Christophe
10
2012
A comparison of algorithms for the multivariate \(L_1\)-median. Zbl 1304.65034
Fritz, Heinrich; Filzmoser, Peter; Croux, Christophe
9
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
7
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
26
2010
Robust forecasting with exponential and Holt-Winters smoothing. Zbl 1203.62164
Gelper, Sarah; Fried, Roland; Croux, Christophe
13
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
5
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
Robust online scale estimation in time series: a model-free approach. Zbl 1149.62075
Gelper, Sarah; Schettlinger, Karen; Croux, Christophe; Gather, Ursula
12
2009
Modeling churn using customer lifetime value. Zbl 1157.91396
Glady, Nicolas; Baesens, Bart; Croux, Christophe
11
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
30
2008
Classification efficiencies for robust linear discriminant analysis. Zbl 1135.62051
Croux, Christophe; Filzmoser, Peter; Joossens, Kristel
12
2008
Logistic discrimination using robust estimators: an influence function approach. Zbl 1143.62036
Croux, Christophe; Haesbroeck, Gentiane; Joossens, Kristel
6
2008
Robust estimation of the vector autoregressive model by a least trimmed squares procedure. Zbl 1148.62067
Croux, Christophe; Joossens, Kristel
6
2008
Computational aspects of robust Holt-Winters smoothing based on \(M\)-estimation. Zbl 1199.91156
Croux, Christophe; Gelper, Sarah; Fried, Roland
3
2008
An information criterion for variable selection in support vector machines. Zbl 1225.68166
Claeskens, Gerda; Croux, Christophe; Van Kerckhoven, Johan
2
2008
Prediction-focused model selection for autoregressive models. Zbl 05529668
Claeskens, Gerda; Croux, Christophe; van Kerckhoven, Johan
17
2007
Robust estimators for the fixed effects panel data model. Zbl 1126.62014
Bramati, Maria Caterina; Croux, Christophe
10
2007
Trimmed bagging. Zbl 1452.62047
Croux, 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 1161.62401
Gelper, Sarah; Croux, Christophe
2
2007
Variable selection for logistic regression using a prediction-focused information criterion. Zbl 1116.62073
Claeskens, 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 1085.62078
Taskinen, Sara; Croux, Christophe; Kankainen, Annaliisa; Ollila, Esa; Oja, Hannu
20
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
1
2006
High breakdown estimators for principal components: the projection-pursuit approach revisited. Zbl 1065.62040
Croux, Christophe; Ruiz-Gazen, Anne
59
2005
Robust canonical correlations: a comparative study. Zbl 1090.62056
Branco, J. A.; Croux, C.; Filzmoser, P.; Oliveira, M. R.
15
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
Editorial: Dynamic factor models. Zbl 1298.00263
3
2004
Empirical comparison of the classification performance of robust linear and quadratic discriminant analysis. Zbl 1088.62079
Joossens, K.; Croux, C.
3
2004
Robust factor analysis. Zbl 1038.62055
Pison, Greet; Rousseeuw, Peter J.; Filzmoser, Peter; Croux, Christophe
40
2003
Implementing the Bianco and Yohai estimator for logistic regression. Zbl 1429.62317
Croux, Christophe; Haesbroeck, Gentiane
36
2003
Estimators of the multiple correlation coefficient: local robustness and confidence intervals. Zbl 1052.62028
Croux, Cristophe; Dehon, Catherine
10
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
10
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
Statistical inference for a robust measure of multiple correlation. Zbl 1446.62012
Dehon, Catherine; Croux, Christophe
1
2002
Robust linear discriminant analysis using S-estimators. Zbl 0987.62044
Croux, Christophe; Dehon, Catherine
36
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
92
2000
Robust methods for canonical correlation analysis. Zbl 1026.62060
Dehon, Catherine; Filzmoser, Peter; Croux, Christophe
3
2000
Outlier resistant estimators for canonical correlation analysis. Zbl 1455.62114
Filzmoser, P.; Dehon, C.; Croux, C.
1
2000
Influence function and efficiency of the minimum covariance determinant scatter matrix estimator. Zbl 0946.62055
Croux, Christophe; Haesbroeck, Gentiane
79
1999
Limit behavior of the empirical influence function of the median. Zbl 0902.62056
Croux, Christophe
4
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
17
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
149
1993
A class of high-breakdown scale estimators based on subranges. Zbl 0774.62035
Croux, Christophe; Rousseeuw, Peter J.
17
1992
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

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