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Author ID: hubert.mia Recent zbMATH articles by "Hubert, Mia"
Published as: Hubert, Mia; Hubert, M.
External Links: MGP · ORCID · Wikidata

Publications by Year

Citations contained in zbMATH Open

39 Publications have been cited 569 times in 401 Documents Cited by Year
Regression depth. Zbl 1007.62060
Rousseeuw, Peter J.; Hubert, Mia
107
1999
High-breakdown robust multivariate methods. Zbl 1327.62328
Hubert, Mia; Rousseeuw, Peter J.; Van Aelst, Stefan
58
2008
An adjusted boxplot for skewed distributions. Zbl 1452.62074
Hubert, M.; Vandervieren, E.
49
2008
Fast and robust discriminant analysis. Zbl 1429.62247
Hubert, Mia; van Driessen, Katrien
42
2004
Multivariate functional halfspace depth. Zbl 1367.62162
Claeskens, Gerda; Hubert, Mia; Slaets, Leen; Vakili, Kaveh
35
2014
Multivariate functional outlier detection. Zbl 1441.62124
Hubert, Mia; Rousseeuw, Peter J.; Segaert, Pieter
30
2015
A robust estimator for the tail index of Pareto-type distributions. Zbl 1445.62102
Vandewalle, B.; Beirlant, J.; Christmann, A.; Hubert, M.
26
2007
The deepest regression method. Zbl 1010.62062
Van Aelst, Stefan; Rousseeuw, Peter J.; Hubert, Mia; Struyf, Anja
18
2002
Robust measures of tail weight. Zbl 1431.62047
Brys, Guy; Hubert, Mia; Struyf, Anja
16
2006
Robust regression with both continuous and binary regressors. Zbl 0900.62174
Hubert, Mia; Rousseeuw, Peter J.
15
1997
Robust classification for skewed data. Zbl 1284.62378
Hubert, Mia; Van der Veeken, Stephan
13
2010
Robust PCA for skewed data and its outlier map. Zbl 1453.62116
Hubert, Mia; Rousseeuw, Peter; Verdonck, Tim
12
2009
Integrating robust clustering techniques in S-PLUS. Zbl 0900.62328
Struyf, Anja; Hubert, Mia; Rousseeuw, Peter J.
10
1997
Regression-free and robust estimation of scale for bivariate data. Zbl 0900.62167
Rousseeuw, Peter J.; Hubert, Mia
9
1996
Model selection in kernel based regression using the influence function. Zbl 1225.62051
Debruyne, Michiel; Hubert, Mia; Suykens, Johan A. K.
9
2008
Phase and amplitude-based clustering for functional data. Zbl 1252.62066
Slaets, Leen; Claeskens, Gerda; Hubert, Mia
9
2012
Recent developments in PROGRESS. Zbl 0911.62058
Rousseeuw, Peter J.; Hubert, Mia
8
1997
A robust estimator of the tail index based on an exponential regression model. Zbl 1088.62064
Vandewalle, B.; Beirlant, J.; Hubert, M.
8
2004
The breakdown value of the \(L_1\) estimator in contingency tables. Zbl 0899.62073
Hubert, Mia
7
1997
The catline for deep regression. Zbl 1130.62344
Hubert, Mia; Rousseeuw, Peter J.
7
1998
Robustness of reweighted least squares kernel based regression. Zbl 1178.62035
Debruyne, Michiel; Christmann, Andreas; Hubert, Mia; Suykens, Johan A. K.
7
2010
Detecting influential observations in kernel PCA. Zbl 1284.62046
Debruyne, Michiel; Hubert, Mia; Van Horebeek, Johan
7
2010
The influence function of the Stahel-Donoho covariance estimator of smallest outlyingness. Zbl 1169.62049
Debruyne, M.; Hubert, M.
6
2009
The DetS and DetMM estimators for multivariate location and scatter. Zbl 06984096
Hubert, Mia; Rousseeuw, Peter; Vanpaemel, Dina; Verdonck, Tim
6
2015
Fast cross-validation of high-breakdown resampling methods for PCA. Zbl 1162.62374
Hubert, Mia; Engelen, Sanne
6
2007
Depth in an arrangement of hyperplanes. Zbl 0944.52009
Rousseeuw, P. J.; Hubert, M.
6
1999
Goodness-of-fit tests based on a robust measure of skewness. Zbl 1223.62059
Brys, Guy; Hubert, Mia; Struyf, Anja
5
2008
Multivariate and functional classification using depth and distance. Zbl 1414.62247
Hubert, Mia; Rousseeuw, Peter; Segaert, Pieter
5
2017
A comparison of some new measures of skewness. Zbl 1135.62311
Brys, G.; Hubert, M.; Struyf, A.
5
2003
Shape bias of robust covariance estimators: an empirical study. Zbl 1283.62116
Hubert, M.; Rousseeuw, P.; Vakili, K.
5
2014
Detecting influential data points for the Hill estimator in Pareto-type distributions. Zbl 1471.62093
Hubert, Mia; Dierckx, Goedele; Vanpaemel, Dina
4
2013
A study of Belgian inflation, relative prices and nominal rigidities using new robust measures of skewness and tail weight. Zbl 1088.62135
Aucremanne, L.; Brys, G.; Hubert, M.; Rousseeuw, P. J.; Struyf, A.
4
2004
Robust regression with a categorical covariable. Zbl 0839.62032
Hubert, Mia; Rousseeuw, Peter J.
3
1996
Robust learning from bites for data mining. Zbl 1452.62042
Christmann, Andreas; Steinwart, Ingo; Hubert, Mia
3
2007
Censored depth quantiles. Zbl 1452.62280
Debruyne, M.; Hubert, M.; Portnoy, S.; Vanden Branden, K.
3
2008
Robust PCR and robust PLSR: a comparative study. Zbl 1088.62076
Engelen, S.; Hubert, M.; Vanden Branden, K.; Verboven, S.
3
2004
Rejoinder to ‘Multivariate functional outlier detection’. Zbl 1441.62125
Hubert, Mia; Rousseeuw, Peter; Segaert, Pieter
1
2015
Theory and applications of recent robust methods. Selected papers of the international conference on robust statistics 2003, ICORS 2003, Antwerp, Belgium, July 13–18, 2003. Zbl 1047.62002
1
2004
Robust PCA for high-dimensional data. Zbl 1135.62344
Hubert, M.; Rousseeuw, P. J.; Verboven, S.
1
2003
Multivariate and functional classification using depth and distance. Zbl 1414.62247
Hubert, Mia; Rousseeuw, Peter; Segaert, Pieter
5
2017
Multivariate functional outlier detection. Zbl 1441.62124
Hubert, Mia; Rousseeuw, Peter J.; Segaert, Pieter
30
2015
The DetS and DetMM estimators for multivariate location and scatter. Zbl 06984096
Hubert, Mia; Rousseeuw, Peter; Vanpaemel, Dina; Verdonck, Tim
6
2015
Rejoinder to ‘Multivariate functional outlier detection’. Zbl 1441.62125
Hubert, Mia; Rousseeuw, Peter; Segaert, Pieter
1
2015
Multivariate functional halfspace depth. Zbl 1367.62162
Claeskens, Gerda; Hubert, Mia; Slaets, Leen; Vakili, Kaveh
35
2014
Shape bias of robust covariance estimators: an empirical study. Zbl 1283.62116
Hubert, M.; Rousseeuw, P.; Vakili, K.
5
2014
Detecting influential data points for the Hill estimator in Pareto-type distributions. Zbl 1471.62093
Hubert, Mia; Dierckx, Goedele; Vanpaemel, Dina
4
2013
Phase and amplitude-based clustering for functional data. Zbl 1252.62066
Slaets, Leen; Claeskens, Gerda; Hubert, Mia
9
2012
Robust classification for skewed data. Zbl 1284.62378
Hubert, Mia; Van der Veeken, Stephan
13
2010
Robustness of reweighted least squares kernel based regression. Zbl 1178.62035
Debruyne, Michiel; Christmann, Andreas; Hubert, Mia; Suykens, Johan A. K.
7
2010
Detecting influential observations in kernel PCA. Zbl 1284.62046
Debruyne, Michiel; Hubert, Mia; Van Horebeek, Johan
7
2010
Robust PCA for skewed data and its outlier map. Zbl 1453.62116
Hubert, Mia; Rousseeuw, Peter; Verdonck, Tim
12
2009
The influence function of the Stahel-Donoho covariance estimator of smallest outlyingness. Zbl 1169.62049
Debruyne, M.; Hubert, M.
6
2009
High-breakdown robust multivariate methods. Zbl 1327.62328
Hubert, Mia; Rousseeuw, Peter J.; Van Aelst, Stefan
58
2008
An adjusted boxplot for skewed distributions. Zbl 1452.62074
Hubert, M.; Vandervieren, E.
49
2008
Model selection in kernel based regression using the influence function. Zbl 1225.62051
Debruyne, Michiel; Hubert, Mia; Suykens, Johan A. K.
9
2008
Goodness-of-fit tests based on a robust measure of skewness. Zbl 1223.62059
Brys, Guy; Hubert, Mia; Struyf, Anja
5
2008
Censored depth quantiles. Zbl 1452.62280
Debruyne, M.; Hubert, M.; Portnoy, S.; Vanden Branden, K.
3
2008
A robust estimator for the tail index of Pareto-type distributions. Zbl 1445.62102
Vandewalle, B.; Beirlant, J.; Christmann, A.; Hubert, M.
26
2007
Fast cross-validation of high-breakdown resampling methods for PCA. Zbl 1162.62374
Hubert, Mia; Engelen, Sanne
6
2007
Robust learning from bites for data mining. Zbl 1452.62042
Christmann, Andreas; Steinwart, Ingo; Hubert, Mia
3
2007
Robust measures of tail weight. Zbl 1431.62047
Brys, Guy; Hubert, Mia; Struyf, Anja
16
2006
Fast and robust discriminant analysis. Zbl 1429.62247
Hubert, Mia; van Driessen, Katrien
42
2004
A robust estimator of the tail index based on an exponential regression model. Zbl 1088.62064
Vandewalle, B.; Beirlant, J.; Hubert, M.
8
2004
A study of Belgian inflation, relative prices and nominal rigidities using new robust measures of skewness and tail weight. Zbl 1088.62135
Aucremanne, L.; Brys, G.; Hubert, M.; Rousseeuw, P. J.; Struyf, A.
4
2004
Robust PCR and robust PLSR: a comparative study. Zbl 1088.62076
Engelen, S.; Hubert, M.; Vanden Branden, K.; Verboven, S.
3
2004
Theory and applications of recent robust methods. Selected papers of the international conference on robust statistics 2003, ICORS 2003, Antwerp, Belgium, July 13–18, 2003. Zbl 1047.62002
1
2004
A comparison of some new measures of skewness. Zbl 1135.62311
Brys, G.; Hubert, M.; Struyf, A.
5
2003
Robust PCA for high-dimensional data. Zbl 1135.62344
Hubert, M.; Rousseeuw, P. J.; Verboven, S.
1
2003
The deepest regression method. Zbl 1010.62062
Van Aelst, Stefan; Rousseeuw, Peter J.; Hubert, Mia; Struyf, Anja
18
2002
Regression depth. Zbl 1007.62060
Rousseeuw, Peter J.; Hubert, Mia
107
1999
Depth in an arrangement of hyperplanes. Zbl 0944.52009
Rousseeuw, P. J.; Hubert, M.
6
1999
The catline for deep regression. Zbl 1130.62344
Hubert, Mia; Rousseeuw, Peter J.
7
1998
Robust regression with both continuous and binary regressors. Zbl 0900.62174
Hubert, Mia; Rousseeuw, Peter J.
15
1997
Integrating robust clustering techniques in S-PLUS. Zbl 0900.62328
Struyf, Anja; Hubert, Mia; Rousseeuw, Peter J.
10
1997
Recent developments in PROGRESS. Zbl 0911.62058
Rousseeuw, Peter J.; Hubert, Mia
8
1997
The breakdown value of the \(L_1\) estimator in contingency tables. Zbl 0899.62073
Hubert, Mia
7
1997
Regression-free and robust estimation of scale for bivariate data. Zbl 0900.62167
Rousseeuw, Peter J.; Hubert, Mia
9
1996
Robust regression with a categorical covariable. Zbl 0839.62032
Hubert, Mia; Rousseeuw, Peter J.
3
1996
all top 5

Cited by 627 Authors

22 Hubert, Mia
21 Rousseeuw, Peter J.
16 Van Aelst, Stefan
15 Müller, Christine H.
14 Zuo, Yijun
11 Filzmoser, Peter
10 Croux, Christophe
10 Nagy, Stanislav
8 Cerioli, Andrea
7 Christmann, Andreas
7 Farcomeni, Alessio
7 Suykens, Johan A. K.
7 Yohai, Víctor Jaime
6 Genton, Marc G.
6 Gijbels, Irène
6 Liu, Xiaohui
6 Paindaveine, Davy
6 Riani, Marco
6 Stehlík, Milan
6 Struyf, Anja
6 Van Bever, Germain
6 Verdonck, Tim
5 Boente, Graciela
5 Fried, Roland
5 Gather, Ursula
5 Serfling, Robert J.
5 Zamar, Ruben H.
4 Abebe, Asheber
4 Čížek, Pavel
4 Debruyne, Michiel
4 Denecke, Liesa
4 He, Xuming
4 Kuhnt, Sonja
4 Maronna, Ricardo Antonio
4 Minsker, Stanislav
4 Mozharovskyi, Pavlo
4 Oja, Hannu
4 Salibian-Barrera, Matias
4 Schettlinger, Karen
4 Wellmann, Robin
3 Adrover, Jorge G.
3 Alrawashdeh, Mufda Jameel
3 Becker, Claudia
3 Billor, Nedret
3 Chaudhuri, Probal
3 Cheng, Tsung-Chi
3 Cuesta-Albertos, Juan Antonio
3 Dai, Wenlin
3 Fabián, Zdeněk
3 Gao, Chao
3 Gelper, Sarah
3 Ghosh, Anil Kumar
3 Goegebeur, Yuri
3 Guillou, Armelle
3 Hallin, Marc
3 Helander, Sami
3 Hlubinka, Daniel
3 Huang, XiaoLin
3 Ilmonen, Pauliina
3 Kirschstein, Thomas
3 Kustosz, Christoph P.
3 Liebscher, Steffen
3 Midi, Habshah BT.
3 Mizera, Ivan
3 Mosler, Karl Clemens
3 Nudurupati, Sai V.
3 Paganoni, Anna Maria
3 Portnoy, Stephen L.
3 Ronchetti, Elvezio M.
3 Segaert, Pieter
3 Shao, Wei
3 Šiman, Miroslav
3 Song, Jongwoo
3 Střelec, Luboš
3 Todorov, Valentin
3 Vanpaemel, Dina
2 Agostinelli, Claudio
2 Atkinson, Anthony C.
2 Bai, Erwei
2 Beran, Jan
2 Bertsimas, Dimitris John
2 Borowski, Matthias
2 Boudt, Kris
2 Breiteneder, Christian J.
2 Brodinová, Šárka
2 Brys, Guy
2 Cator, Eric A.
2 Claeskens, Gerda
2 Cordeiro, Gauss Moutinho
2 Cui, Hengjian
2 Davies, Patrick Laurie
2 De Loera, Jesús A.
2 Feng, Yunlong
2 Fischer, Paul
2 Gel, Yulia R.
2 Greco, Luca
2 Hawkins, Douglas M.
2 Hu, Ting
2 Ieva, Francesca
2 Jin, Jiao
...and 527 more Authors
all top 5

Cited in 86 Serials

72 Computational Statistics and Data Analysis
35 Journal of Multivariate Analysis
20 The Annals of Statistics
18 Statistical Methods and Applications
14 Journal of Statistical Planning and Inference
13 Statistics and Computing
12 Computational Statistics
11 Advances in Data Analysis and Classification. ADAC
10 Test
9 Journal of Statistical Computation and Simulation
9 Statistical Papers
9 Bernoulli
8 Statistics & Probability Letters
8 Communications in Statistics. Simulation and Computation
7 Statistical Science
7 Journal of Applied Statistics
6 Communications in Statistics. Theory and Methods
6 Journal of Computational and Graphical Statistics
5 Discrete & Computational Geometry
5 Journal of the Korean Statistical Society
4 Scandinavian Journal of Statistics
4 Statistics
4 Electronic Journal of Statistics
3 The Canadian Journal of Statistics
3 Metrika
3 Annals of the Institute of Statistical Mathematics
3 Journal of Econometrics
3 Metron
3 Journal of Classification
3 Neural Computation
3 European Journal of Operational Research
3 Journal of Systems Science and Complexity
3 Communications on Pure and Applied Analysis
2 Biometrical Journal
2 Information Sciences
2 Journal of Computational and Applied Mathematics
2 Insurance Mathematics & Economics
2 Pattern Recognition
2 Bulletin of the American Mathematical Society. New Series
2 Mathematical Problems in Engineering
2 Far East Journal of Theoretical Statistics
2 Extremes
2 Brazilian Journal of Probability and Statistics
2 Journal of Statistical Theory and Practice
2 Algorithms
2 Statistics Surveys
1 Inverse Problems
1 Journal of Computational Physics
1 Lithuanian Mathematical Journal
1 Mathematical Biosciences
1 Automatica
1 Biometrics
1 Demonstratio Mathematica
1 Journal of the American Statistical Association
1 Systems & Control Letters
1 Journal of Time Series Analysis
1 Stochastic Analysis and Applications
1 Graphs and Combinatorics
1 International Journal of Approximate Reasoning
1 Neural Networks
1 Machine Learning
1 Automation and Remote Control
1 SIAM Journal on Optimization
1 Journal of Mathematical Imaging and Vision
1 Annals of Mathematics and Artificial Intelligence
1 Revista Investigación Operacional
1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
1 Data Mining and Knowledge Discovery
1 Applied Stochastic Models in Business and Industry
1 Quantitative Finance
1 Dynamics of Continuous, Discrete & Impulsive Systems. Series B. Applications & Algorithms
1 Advances and Applications in Statistics
1 Iranian Journal of Science and Technology. Transaction A: Science
1 Statistical Modelling
1 Journal of Machine Learning Research (JMLR)
1 Statistical Applications in Genetics and Molecular Biology
1 North American Actuarial Journal
1 European Journal of Pure and Applied Mathematics
1 Nonlinear Analysis. Hybrid Systems
1 The Annals of Applied Statistics
1 Science China. Mathematics
1 Science China. Information Sciences
1 Journal of Probability and Statistics
1 Bayesian Analysis
1 ISRN Probability and Statistics
1 Epidemiologic Methods

Citations by Year

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