Mia Hubert

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All published works

Action	Title	Year	Authors
+	RODESSA for Robust Multivariate Singular Spectrum Analysis	2025	Fabio Centofanti Mia Hubert Biagio Palumbo Peter J. Rousseeuw
+	Robust discriminant analysis	2024	Mia Hubert Jakob Raymaekers Peter J. Rousseeuw
+ PDF Chat	Robust discriminant analysis	2024	Mia Hubert Jakob Raymaekers Peter J. Rousseeuw
+ PDF Chat	Robust Principal Components by Casewise and Cellwise Weighting	2024	Fabio Centofanti Mia Hubert Peter J. Rousseeuw
+	An Interview With Peter Rousseeuw	2024	Mia Hubert
+ PDF Chat	MacroPARAFAC for handling rowwise and cellwise outliers in incomplete multiway data	2024	Mia Hubert Mehdi Hirari
+	Editorial: Special Issue on Robustness Dedicated to Elvezio Ronchetti and Peter Rousseeuw	2024	Eva Cantoni Mia Hubert Davide La Vecchia Stefan Van Aelst
+	Multivariate Singular Spectrum Analysis by Robust Diagonalwise Low-Rank Approximation	2024	Fabio Centofanti Mia Hubert Biagio Palumbo Peter J. Rousseeuw
+	Multivariate Singular Spectrum Analysis by Robust Diagonalwise Low-Rank Approximation	2023	Fabio Centofanti Mia Hubert Biagio Palumbo Peter J. Rousseeuw
+	MacroPARAFAC for handling rowwise and cellwise outliers in incomplete multi-way data	2023	Mia Hubert Mehdi Hirari
+ PDF Chat	Outlier detection in non-elliptical data by kernel MRCD	2021	Joachim Schreurs Iwein Vranckx Mia Hubert Johan A. K. Suykens Peter J. Rousseeuw
+ PDF Chat	Editorial, special issue on “Advances in Robust Statistics”	2021	Marco Riani Mia Hubert
+	Class Maps for Visualizing Classification Results	2021	Jakob Raymaekers Peter J. Rousseeuw Mia Hubert
+ PDF Chat	Real-time discriminant analysis in the presence of label and measurement noise	2020	Iwein Vranckx Jakob Raymaekers Bart De Ketelaere Peter J. Rousseeuw Mia Hubert
+	Outlier detection in non-elliptical data by kernel MRCD	2020	Joachim Schreurs Iwein Vranckx Mia Hubert Johan A. K. Suykens Peter J. Rousseeuw
+	Visualizing classification results.	2020	Jakob Raymaekers Peter J. Rousseeuw Mia Hubert
+ PDF Chat	Real-time outlier detection for large datasets by RT-DetMCD	2020	Bart De Ketelaere Mia Hubert Jakob Raymaekers Peter J. Rousseeuw Iwein Vranckx
+	Robust Multivariate Statistical Methods	2020	Mia Hubert
+	Robust Methods for High-Dimensional Data	2020	Mia Hubert
+	MacroPCA: An All-in-One PCA Method Allowing for Missing Values as Well as Cellwise and Rowwise Outliers	2019	Mia Hubert Peter J. Rousseeuw Wannes Van den Bossche
+	Robust Monitoring of Time Series with Application to Fraud Detection	2018	Peter J. Rousseeuw Domenico Perrotta Marco Riani Mia Hubert
+ PDF Chat	Minimum covariance determinant and extensions	2017	Mia Hubert Michiel Debruyne Peter J. Rousseeuw
+ PDF Chat	Anomaly detection by robust statistics	2017	Peter J. Rousseeuw Mia Hubert
+ PDF Chat	A Measure of Directional Outlyingness With Applications to Image Data and Video	2017	Peter J. Rousseeuw Jakob Raymaekers Mia Hubert
+ PDF Chat	Multivariate and functional classification using depth and distance	2016	Mia Hubert Peter J. Rousseeuw Pieter Segaert
+	Finding Outliers in Image Data and Video	2016	Mia Hubert Jakob Raymaekers Peter J. Rousseeuw Pieter Segaert
+ PDF Chat	Analysis of travel activity determinants using robust statistics	2016	Václav Plevka Pieter Segaert Chris Tampère Mia Hubert
+ PDF Chat	Fast robust SUR with economical and actuarial applications	2016	Mia Hubert Tim Verdonck Özlem Yorulmaz
+ PDF Chat	A Comparison of Three Procedures for Robust PCA in High Dimensions	2016	S. Engelen Mia Hubert Karlien Vanden Branden
+	Finding Outliers in Surface Data and Video	2016	Mia Hubert Jakob Raymaekers Peter J. Rousseeuw Pieter Segaert
+	Finding Outliers in Surface Data and Video	2016	Mia Hubert Jakob Raymaekers Peter J. Rousseeuw Pieter Segaert
+	The mrfDepth package for multivariate, regression and functional depth	2015	Mia Hubert Peter J. Rousseeuw Pieter Segaert Kaveh Vakili
+ PDF Chat	Sparse PCA for High-Dimensional Data With Outliers	2015	Mia Hubert Tom Reynkens Éric Schmitt Tim Verdonck
+	Statistical depth meets computational geometry: a short survey	2015	Peter J. Rousseeuw Mia Hubert
+ PDF Chat	Rejoinder to ‘multivariate functional outlier detection’	2015	Mia Hubert Peter J. Rousseeuw Pieter Segaert
+ PDF Chat	Multivariate functional outlier detection	2015	Mia Hubert Peter J. Rousseeuw Pieter Segaert
+	Fast and Robust Seemingly Unrelated Regression	2015	Mia Hubert Tim Verdonck Özlem Yorulmaz
+	Statistical depth meets computational geometry: a short survey	2015	Peter J. Rousseeuw Mia Hubert
+	Robustness in the Linear Regression M+N105odel	2014	Mia Hubert Peter J. Rousseeuw Stefan Van Aelst
+	Regression Depth	2014	Peter J. Rousseeuw Mia Hubert
+	The DetS and DetMM estimators for multivariate location and scatter	2014	Mia Hubert Peter J. Rousseeuw Dina Vanpaemel Tim Verdonck
+	Classification of multivariate functional data based on depth	2014	Peter J. Rousseeuw Mia Hubert Pieter Segaert
+	From multivariate depth to functional depth	2014	Peter J. Rousseeuw Mia Hubert Pieter Segaert
+	Detecting influential data points for the Hill estimator in Pareto-type distributions	2014	Mia Hubert Dina Vanpaemel Goedele Dierckx
+ PDF Chat	Multivariate Functional Halfspace Depth	2013	Gerda Claeskens Mia Hubert Leen Slaets Kaveh Vakili
+	Robust multilevel simultaneous component analysis	2013	Eva Ceulemans Mia Hubert Peter J. Rousseeuw
+	Shape bias of robust covariance estimators: an empirical study	2013	Mia Hubert Peter J. Rousseeuw Kaveh Vakili
+	High-Breakdown Estimators of Multivariate Location and Scatter	2013	Peter J. Rousseeuw Mia Hubert
+	A deterministic algorithm for LTS	2013	Kaveh Vakili Mia Hubert Peter J. Rousseeuw Tim Verdonck
+	Deterministic algorithms for robust covariance and regression	2013	Peter J. Rousseeuw Mia Hubert Tim Verdonck Kaveh Vakili Dina Vanpaemel
+	Detecting influential data points for the Hill estimator in Pareto-type distributions	2012	Mia Hubert Goedele Dierckx Dina Vanpaemel
+	A Deterministic Algorithm for Robust Location and Scatter	2012	Mia Hubert Peter J. Rousseeuw Tim Verdonck
+ PDF Chat	Reducing the mean squared error of quantile-based estimators by smoothing	2012	Mia Hubert Irène Gijbels Dina Vanpaemel
+ PDF Chat	Robust PARAFAC for incomplete data	2012	Mia Hubert Johan Van Kerckhoven Tim Verdonck
+	Robust preprocessing and model selection for spectral data	2012	Sabine Verboven Mia Hubert Peter Goos
+	The MCS estimator of location and scatter	2012	Kaveh Vakili Mia Hubert Peter J. Rousseeuw
+	A new depth-based approach for detecting outlying curves	2012	Mia Hubert Gerda Claeskens Bart De Ketelaere Kaveh Vakili
+ PDF Chat	Multivariate Functional Halfspace Depth	2012	Gerda Claeskens Mia Hubert Leen Slaets Kaveh Vakili
+	Editorial for the special issue on quantile regression and semiparametric methods	2011	Wing–Kam Fung Xuming He Mia Hubert Stephen Portnoy Huixia Wang
+	Detecting outlying samples in a parallel factor analysis model	2011	Sanne Engelen Mia Hubert
+	Robust statistics for outlier detection	2011	Peter J. Rousseeuw Mia Hubert
+	Robust covariance estimation for financial applications	2011	Tim Verdonck Mia Hubert
+	Robust statistics for outlier	2011	J. Rousseeuw Mia Hubert
+	Comparison of various high-breakdown starting points for robust multivariate location and scatter estimators	2011	Kaveh Vakili Mia Hubert Peter J. Rousseeuw
+	Deterministic algorithms for robust multivariate analysis	2011	Mia Hubert Peter J. Rousseeuw Tim Verdonck
+	Multivariate Techniques: Robustness	2011	Mia Hubert Peter J. Rousseeuw
+	Robust classification for skewed data	2010	Mia Hubert Stephan Van der Veeken
+	MATLAB library LIBRA	2010	Sabine Verboven Mia Hubert
+	A deterministic algorithm for the LTS	2010	Tim Verdonck Mia Hubert Peter J. Rousseeuw
+	A deterministic algorithm for multivariate S-estimators of location and scatter	2010	Dina Vanpaemel Mia Hubert
+	Fast and robust classifiers adjusted for skewness	2010	Mia Hubert Stephan Van der Veeken
+	DetMCD in a Calibration Framework	2010	Tim Verdonck Mia Hubert Peter J. Rousseeuw
+	Minimum covariance determinant	2009	Mia Hubert Michiel Debruyne
+	Breakdown value	2009	Mia Hubert Michiel Debruyne
+	Robustness of reweighted Least Squares Kernel Based Regression	2009	Michiel Debruyne Andreas Christmann Mia Hubert Johan A. K. Suykens
+	Robustness of Kernel Based Regression: A Comparison of Iterative Weighting Schemes	2009	Kris De Brabanter Kristiaan Pelckmans Jos De Brabanter Michiel Debruyne Johan A. K. Suykens Mia Hubert Bart De Moor
+	Detecting influential data points for Pareto-type distributions	2009	Dina Vanpaemel Mia Hubert Goedele Dierckx
+	A deterministic algorithm for the MCD estimator	2009	Tim Verdonck Mia Hubert Peter J. Rousseeuw
+	Robust Calibration	2009	Mia Hubert
+	Robust and Nonparametric Statistical Methods	2009	Irène Gijbels Mia Hubert
+	An adjusted boxplot for skewed distributions	2009	Mia Hubert Ellen Vandervieren
+	Model Selection in Kernel Based Regression using the Influence Function	2008	Michiel Debruyne Mia Hubert Johan A. K. Suykens
+ PDF Chat	The influence function of the Stahel–Donoho covariance estimator of smallest outlyingness	2008	Michiel Debruyne Mia Hubert
+	Robust PCA for skewed data and its outlier map	2008	Mia Hubert Peter J. Rousseeuw Tim Verdonck
+	Data Depth: Robust Multivariate Analysis, Computational Geometry and Applications by Liu, R., Serfling, R., and Souvaine, D. L.	2008	Mia Hubert
+	Outlier detection for skewed data	2008	Mia Hubert Stephan Van der Veeken
+ PDF Chat	High-Breakdown Robust Multivariate Methods	2008	Mia Hubert Peter J. Rousseeuw Stefan Van Aelst
+	Robust Transformation to Symmetry: a Maximum Trimmed Likelihood Approach	2008	Stephan Van der Veeken Mia Hubert
+	An adjusted boxplot for skewed distributions	2007	Mia Hubert Ellen Vandervieren
+ PDF Chat	Goodness-of-fit tests based on a robust measure of skewness	2007	Guy Brys Mia Hubert Anja Struyf
+	Censored depth quantiles	2007	Michiel Debruyne Mia Hubert Stephen Portnoy Karlien Vanden Branden
+ PDF Chat	Robust learning from bites for data mining	2007	Andreas Christmann Ingo Steinwart Mia Hubert
+	Robustness and Outlier Detection in Chemometrics	2006	Peter J. Rousseeuw Michiel Debruyne Sanne Engelen Mia Hubert
+	Fast cross-validation of high-breakdown resampling methods for PCA	2006	Mia Hubert Sanne Engelen
+	Automatically identifying scatter in fluorescence data using robust techniques	2006	Sanne Engelen Stina Frosch Møller Mia Hubert
+	Improvement of the Liu estimator in linear regression model	2006	Mia Hubert Pushpakanthie Wijekoon
+	Robust Calibration	2006	Mia Hubert
+	Regression Depth	2005	Peter J. Rousseeuw Mia Hubert
+ PDF Chat	Robust classification in high dimensions based on the SIMCA Method	2005	Karlien Vanden Branden Mia Hubert
+	A robustification of independent component analysis	2005	Guy Brys Mia Hubert Peter J. Rousseeuw
+	Fast model selection for robust calibration methods	2005	S. Engelen Mia Hubert
+	ROBPCA: A New Approach to Robust Principal Component Analysis	2005	Mia Hubert Peter J. Rousseeuw Karlien Vanden Branden
+	Multivariate Outlier Detection and Robustness	2005	Mia Hubert Peter J. Rousseeuw Stefan Van Aelst
+	The influence function of Stahel-Donoho type methods for robust PCA	2005	Michiel Debruyne Mia Hubert
+	A robust PARAFAC method	2005	Sanne Engelen Mia Hubert
+	A Robust Measure of Skewness	2004	Guy Brys Mia Hubert Anja Struyf
+	Robust measures of tail weight	2004	Guy Brys Mia Hubert Anja Struyf
+	Regression Depth	2004	Peter J. Rousseeuw Mia Hubert
+	Robustness	2004	Mia Hubert Peter J. Rousseeuw Stefan Van Aelst
+	LIBRA: a MATLAB library for robust analysis	2004	Sabine Verboven Mia Hubert
+	Goodness-of-fit tests based on a robust measure of skewness	2004	Guy Brys Mia Hubert Anja Struyf
+	Robustness properties of a robust partial least squares regression method	2004	Karlien Vanden Branden Mia Hubert
+ PDF Chat	Robust PCA and classification in biosciences	2004	Mia Hubert Sanne Engelen
+	Superiority of the Stochastic Restricted Liu Estimator under misspecification	2004	Mia Hubert Pushpakanthie Wijekoon
+	A Robust Estimator of the Tail Index Based on an Exponential Regression Model	2004	Björn Vandewalle Jan Beirlant Mia Hubert
+	Fast cross-validation in robust PCA	2004	Sanne Engelen Mia Hubert
+	Robust PCR and Robust PLSR: a Comparative Study	2004	S. Engelen Mia Hubert Karlien Vanden Branden Sabine Verboven
+	A comparison of three procedures for robust PCA in high dimensions	2004	S. Engelen Mia Hubert Karlien Vanden Branden
+	Introducing skewness in the boxplot	2004	Ellen Vandervieren Mia Hubert
+	Robust regression quantiles for censored data	2004	Karlien Vanden Branden Sharon Portnoy Mia Hubert Jla
+	An adjusted boxplot for skewed distributions	2004	Ellen Vandervieren Mia Hubert
+	Location-scale depth - Comment	2004	Mia Hubert Peter J. Rousseeuw Karlien Vanden Branden
+	A robustification of the Jarque-Bera test of normality	2004	Guy Brys Mia Hubert Anja Struyf
+	Robust classification of high-dimensional data	2004	Karlien Vanden Branden Mia Hubert
+	Robust methods for partial least squares regression	2003	Mia Hubert Karlien Vanden Branden
+	A robust PCR method for high‐dimensional regressors	2003	Mia Hubert Sabine Verboven
+	Robust PCA for High-dimensional Data	2003	Mia Hubert Peter J. Rousseeuw Sabine Verboven
+ PDF Chat	A Comparison of Some New Measures of Skewness	2003	Guy Brys Mia Hubert Anja Struyf
+	Robust peA for High-dimensional Data	2003	Mia Hubert
+	Fast and robust discriminant analysis	2002	Mia Hubert Katrien Van Driessen
+	The Deepest Regression Method	2002	Stefan Van Aelst Peter J. Rousseeuw Mia Hubert Anja Struyf
+	A fast method for robust principal components with applications to chemometrics	2002	Mia Hubert Peter J. Rousseeuw Sabine Verboven
+	Robust estimation of heavy-tailed distributions	2002	Mia Hubert Jan Beirlant Björn Vandewalle
+	Inconsistency of resampling algorithms for high-breakdown regression estimators and a new algorithm - Comment	2002	Mia Hubert Peter J. Rousseeuw Stefan Van Aelst
+	Robust Principal Components Regression	2002	Sabine Verboven Mia Hubert
+	Similarities Between Location Depth and Regression Depth	2001	Mia Hubert Peter J. Rousseeuw Stefan Van Aelst
+	Multivariate outlier detection and robust covariance matrix estimation - Discussion	2001	Mia Hubert
+	An improved algorithm for robust PCA	2000	Sabine Verboven Peter J. Rousseeuw Mia Hubert
+	Regression Depth: Rejoinder	1999	Peter J. Rousseeuw Stefan Van Aelst Mia Hubert
+	Regression Depth	1999	Peter J. Rousseeuw Mia Hubert
+	Rejoinder	1999	Peter J. Rousseeuw Stefan Van Aelst Mia Hubert
+	The Catline for Deep Regression	1998	Mia Hubert Peter J. Rousseeuw
+	A Regression Analysis with Categorical Covariables, Two-way Heteroscedasticity, and Hidden Outliers	1997	Mia Hubert Peter J. Rousseeuw
+	The breakdown value of the L1 estimator in contingency tables	1997	Mia Hubert
+ PDF Chat	Recent developments in PROGRESS	1997	Peter J. Rousseeuw Mia Hubert
+	Robust regression with both continuous and binary regressors	1997	Mia Hubert Peter J. Rousseeuw
+	Regression-free and robust estimation of scale for bivariate data	1996	Peter J. Rousseeuw Mia Hubert

Common Coauthors

Coauthor	Papers Together
Peter J. Rousseeuw	69
Tim Verdonck	14
Karlien Vanden Branden	11
Stefan Van Aelst	10
Michiel Debruyne	10
Jakob Raymaekers	10
Pieter Segaert	10
Kaveh Vakili	9
Sabine Verboven	9
Guy Brys	7
Dina Vanpaemel	7
Sanne Engelen	7
Anja Struyf	7
Johan A. K. Suykens	5
Stephan Van der Veeken	4
S.M.E. Engelen	4
Ellen Vandervieren	4
Fabio Centofanti	4
Iwein Vranckx	4
Goedele Dierckx	3
Bart De Ketelaere	3
Biagio Palumbo	3
Gerda Claeskens	3
Andreas Christmann	2
Özlem Yorulmaz	2
Björn Vandewalle	2
Joachim Schreurs	2
Jan Beirlant	2
Pushpakanthie Wijekoon	2
Leen Slaets	2
Marco Riani	2
Irène Gijbels	2
Stephen Portnoy	2
Mehdi Hirari	2
Chris Tampère	1
Davide La Vecchia	1
Tom Reynkens	1
Jos De Brabanter	1
Peter Goos	1
Kristiaan Pelckmans	1
Wannes Van den Bossche	1
Eva Cantoni	1
Katrien Van Driessen	1
J. Rousseeuw	1
Johan Van Kerckhoven	1
Václav Plevka	1
Kris De Brabanter	1
Jla	1
Ingo Steinwart	1
Bart De Moor	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Least Median of Squares Regression	1984	Peter J. Rousseeuw	70
+	Robust Regression and Outlier Detection	1987	Peter J. Rousseeuw Annick M. Leroy	57
+	Robust Regression and Outlier Detection	1989	Gregory F. Piepel Peter J. Rousseeuw Annick M. Leroy	54
+	ROBPCA: A New Approach to Robust Principal Component Analysis	2005	Mia Hubert Peter J. Rousseeuw Karlien Vanden Branden	53
+	A Fast Algorithm for the Minimum Covariance Determinant Estimator	1999	Peter J. Rousseeuw Katrien Van Driessen	48
+	A Fast Algorithm for the Minimum Covariance Determinant Estimator	1999	Peter J. Rousseeuw Katrien Van Driessen	36
+	LIBRA: a MATLAB library for robust analysis	2004	Sabine Verboven Mia Hubert	33
+	Robust Statistics: The Approach Based on Influence Functions	1987	David Ruppert Frank R. Hampel Elvezio Ronchetti Peter J. Rousseeuw Werner A. Stahel	30
+	Multivariate Estimation with High Breakdown Point	1985	Peter J. Rousseeuw	29
+	A fast method for robust principal components with applications to chemometrics	2002	Mia Hubert Peter J. Rousseeuw Sabine Verboven	29
+	Unmasking Multivariate Outliers and Leverage Points	1990	Peter J. Rousseeuw Bert C. van Zomeren	29
+	Robust methods for partial least squares regression	2003	Mia Hubert Karlien Vanden Branden	28
+ PDF Chat	Breakdown Properties of Location Estimates Based on Halfspace Depth and Projected Outlyingness	1992	David L. Donoho Miriam Gasko	26
+	Least Median of Squares Regression	1984	Peter J. Rousseeuw	24
+	A robust PCR method for high‐dimensional regressors	2003	Mia Hubert Sabine Verboven	24
+ PDF Chat	Principal component analysis based on robust estimators of the covariance or correlation matrix: influence functions and efficiencies	2000	Christophe Croux Gentiane Haesbroeck	24
+	Fast and robust discriminant analysis	2002	Mia Hubert Katrien Van Driessen	24
+ PDF Chat	Asymptotic Behaviour of $S$-Estimates of Multivariate Location Parameters and Dispersion Matrices	1987	P. L. Davies	23
+ PDF Chat	Robust Multivariate Regression	2004	Peter J. Rousseeuw Stefan Van Aelst Katrien Van Driessen Jose A Gulló	23
+	Alternatives to the Median Absolute Deviation	1993	Peter J. Rousseeuw Christophe Croux	22
+	Robust Regression by Means of S-Estimators	1984	Peter J. Rousseeuw V. J. Yohai	22
+	Influence Function and Efficiency of the Minimum Covariance Determinant Scatter Matrix Estimator	1999	Christophe Croux Gentiane Haesbroeck	21
+	A Robust Measure of Skewness	2004	Guy Brys Mia Hubert Anja Struyf	20
+	An adjusted boxplot for skewed distributions	2007	Mia Hubert Ellen Vandervieren	19
+	Robust Statistics: Theory and Methods	2006	Ricardo A. Maronna R. Douglas Martin Vı́ctor J. Yohai	19
+	High breakdown estimators for principal components: the projection-pursuit approach revisited	2004	Christophe Croux Anne Ruiz‐Gazen	18
+	Robust Estimates of Location and Dispersion for High-Dimensional Datasets	2002	Ricardo A. Maronna Ruben H. Zamar	17
+	Robust Statistics: The Approach Based on Influence Functions.	1987	Christopher Jennison F. R. Hampel Elvezio Ronchetti Peter J. Rousseeuw Werner A. Stahel	17
+	Projection-Pursuit Approach to Robust Dispersion Matrices and Principal Components: Primary Theory and Monte Carlo	1985	Guoying Li Zhonglian Chen	17
+	Robuste Schätzungen: infinitesimale Optimalität und Schätzungen von Kovarianzmatrizen	1981	Werner A. Stahel	16
+ PDF Chat	Robust $M$-Estimators of Multivariate Location and Scatter	1976	Ricardo A. Maronna	16
+ PDF Chat	Robust classification in high dimensions based on the SIMCA Method	2005	Karlien Vanden Branden Mia Hubert	16
+	None	1998	Peter J. Rousseeuw Anja Struyf	15
+	The Behavior of the Stahel-Donoho Robust Multivariate Estimator	1995	Ricardo A. Maronna Vı́ctor J. Yohai	15
+ PDF Chat	High Breakdown-Point and High Efficiency Robust Estimates for Regression	1987	Vı́ctor J. Yohai	15
+ PDF Chat	Robust linear discriminant analysis using S‐estimators	2001	Christophe Croux Catherine Dehon	15
+	Computing LTS Regression for Large Data Sets	2006	Peter J. Rousseeuw Katrien Van Driessen	15
+	Principal Components and Orthogonal Regression Based on Robust Scales	2005	Ricardo A. Maronna	14
+	Robust principal component analysis for functional data	1999	Nicholas Locantore J. S. Marron Douglas G. Simpson N. Tripoli J. T. Zhang K. L. Cohen Graciela Boente Ricardo Fraiman Babette Brumback Christophe Croux	14
+ PDF Chat	On the uniqueness of S-functionals and M-functionals under nonelliptical distributions	2000	Kay Tatsuoka David E. Tyler	14
+	Robust Statistics	2006	Ricardo A. Maronna R. Douglas Martin Vı́ctor J. Yohai	14
+	The Bagplot: A Bivariate Boxplot	1999	Peter J. Rousseeuw Ida Ruts John W. Tukey	14
+ PDF Chat	Robust PCA and classification in biosciences	2004	Mia Hubert Sanne Engelen	14
+	High Breakdown Estimation for Multiple Populations with Applications to Discriminant Analysis	2000	Xuming He Wing K. Fung	13
+ PDF Chat	Breakdown Points of Affine Equivariant Estimators of Multivariate Location and Covariance Matrices	1991	Hendrik P. Lopuhaä Peter J. Rousseeuw	13
+	High-Breakdown Linear Discriminant Analysis	1997	Douglas M. Hawkins Geoffrey J. McLachlan	13
+	A robustification of independent component analysis	2005	Guy Brys Mia Hubert Peter J. Rousseeuw	13
+	Robust Statistics	1981	Peter J. Huber	13
+	Sign and rank covariance matrices	2000	S. Visuri Visa Koivunen Hannu Oja	12
+	A Deterministic Algorithm for Robust Location and Scatter	2012	Mia Hubert Peter J. Rousseeuw Tim Verdonck	12