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Van Aelst, Stefan

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Author ID: van-aelst.stefan Recent zbMATH articles by "Van Aelst, Stefan"
Published as: Van Aelst, Stefan; van Aelst, Stefan; van Aelst, S.; Van Aelst, S.
External Links: MGP · ORCID
Documents Indexed: 67 Publications since 1998, including 1 Book

Publications by Year

Citations contained in zbMATH Open

44 Publications have been cited 462 times in 310 Documents Cited by Year
High-breakdown robust multivariate methods. Zbl 1327.62328
Hubert, Mia; Rousseeuw, Peter J.; Van Aelst, Stefan
55
2008
Small sample corrections for LTS and MCD. Zbl 1320.62060
Pison, G.; Van Aelst, S.; Willems, G.
36
2002
Principal components analysis based on multivariate MM estimators with fast and robust bootstrap. Zbl 1120.62319
Salibián-Barrera, Matías; Van Aelst, Stefan; Willems, Gert
36
2006
Robust linear model selection based on least angle regression. Zbl 1332.62240
Khan, Jafar A.; van Aelst, Stefan; Zamar, Ruben H.
35
2007
Propagation of outliers in multivariate data. Zbl 1155.62043
Alqallaf, Fatemah; van Aelst, Stefan; Yohai, Victor J.; Zamar, Ruben H.
30
2009
The multivariate least-trimmed squares estimator. Zbl 1148.62037
Agulló, Jose; Croux, Christophe; Van Aelst, Stefan
27
2008
The median of a random fuzzy number. The 1-norm distance approach. Zbl 1260.60011
Sinova, Beatriz; Gil, María Ángeles; Colubi, Ana; Van Aelst, Stefan
21
2012
Multivariate regression \(S\)-estimators for robust estimation and inference. Zbl 1086.62070
Van Aelst, Stefan; Willems, Gert
21
2005
The deepest regression method. Zbl 1010.62062
Van Aelst, Stefan; Rousseeuw, Peter J.; Hubert, Mia; Struyf, Anja
18
2002
Robustness of deepest regression. Zbl 0955.62029
Van Aelst, Stefan; Rousseeuw, Peter J.
17
2000
Robust model selection using fast and robust bootstrap. Zbl 1452.62509
Salibian-Barrera, Matias; van Aelst, Stefan
15
2008
Robust linear clustering. Zbl 1231.62112
García-Escudero, L. A.; Gordaliza, A.; San Martín, R.; van Aelst, S.; Zamar, R.
15
2009
Linear grouping using orthogonal regression. Zbl 1431.62273
van Aelst, Stefan; Wang, Xiaogang (Steven); Zamar, Ruben H.; Zhu, Rong
14
2006
Robust and efficient one-way MANOVA tests. Zbl 1232.62091
Van Aelst, Stefan; Willems, Gert
14
2011
Fast and robust bootstrap. Zbl 1367.62084
Salibián-Barrera, Matías; Van Aelst, Stefan; Willems, Gert
10
2008
Fast and robust bootstrap for LTS. Zbl 1429.62303
Willems, Gert; van Aelst, Stefan
9
2005
Building a robust linear model with forward selection and stepwise procedures. Zbl 1452.62499
Khan, Jafar A.; van Aelst, Stefan; Zamar, Ruben H.
9
2007
The minimum weighted covariance determinant estimator. Zbl 1433.62167
Roelant, Ella; van Aelst, Stefan; Willems, Gert
8
2009
Multivariate generalized S-estimators. Zbl 1157.62033
Roelant, E.; van Aelst, S.; Croux, C.
7
2009
Stahel-Donoho estimators with cellwise weights. Zbl 1206.62111
Van Aelst, S.; Vandervieren, E.; Willems, G.
6
2011
A robust Hotelling test. Zbl 1320.62062
Willems, G.; Pison, G.; Rousseeuw, P. J.; Van Aelst, S.
6
2002
An L1-type estimator of multivariate location and shape. Zbl 1187.62104
Roelant, Ella; van Aelst, Stefan
6
2006
Fast robust estimation of prediction error based on resampling. Zbl 1284.62201
Khan, Jafar A.; Van Aelst, Stefan; Zamar, Ruben H.
5
2010
Robust estimation of Cronbach’s alpha. Zbl 1102.62128
Christmann, A.; Van Aelst, S.
4
2006
Editorial: Machine learning and robust data mining. Zbl 1452.00020
Croux, Christophe (ed.); Gallopoulos, Efstratios (ed.); van Aelst, Stefan (ed.); Zha, Hongyuan (ed.)
4
2007
Stahel-Donoho estimation for high-dimensional data. Zbl 1341.62143
van Aelst, S.
4
2016
Bounded influence regression using high breakdown scatter matrices. Zbl 1049.62073
Croux, Christophe; van Aelst, Stefan; Dehon, Catherine
4
2003
M-estimators of location for functional data. Zbl 1440.62405
Sinova, Beatriz; González-Rodríguez, Gil; van Aelst, Stefan
3
2018
Robust and efficient estimation of the residual scale in linear regression. Zbl 1357.62145
Van Aelst, Stefan; Willems, Gert; Zamar, Ruben H.
2
2013
Special issue on variable selection and robust procedures. Zbl 1284.00073
van Aelst, Stefan (ed.); Welsch, Roy (ed.); Zamar, Ruben H. (ed.)
2
2010
Robust estimation of the conditional median function at elliptical models. Zbl 0972.62033
Croux, Christophe; Dehon, Catherine; Rousseeuw, Peter J.; Van Aelst, Stefan
2
2001
A robust method for multivariate regression. Zbl 1026.62029
Van Aelst, Stefan; Van Driessen, Katrien; Rousseeuw, Peter J.
2
2000
On the consistency of a spatial-type interval-valued median for random intervals. Zbl 1328.62300
Sinova, Beatriz; Van Aelst, Stefan
2
2015
A parameterized \(L^2\) metric between fuzzy numbers and its parameter interpretation. Zbl 1315.62005
Sinova, Beatriz; Gil, María Ángeles; López, María Teresa; Van Aelst, Stefan
2
2014
Robust bootstrap for \(S\)-estimators of multivariate regression. Zbl 1145.62340
Van Aelst, Stefan; Willems, Gert
2
2002
Comparing the medians of a random interval defined by means of two different \(L^1\) metrics. Zbl 1348.62164
Sinova, Beatriz; van Aelst, Stefan
1
2013
Comparing the representativeness of the 1-norm median for Likert and free-response fuzzy scales. Zbl 1349.62298
de la Rosa de Sáa, Sara; van Aelst, Stefan
1
2013
Inference for robust canonical variate analysis. Zbl 1284.62398
Van Aelst, Stefan; Willems, Gert
1
2010
Fast robust variable selection. Zbl 1153.65312
van Aelst, Stefan; Khan, Jafar A.; Zamar, Ruben H.
1
2008
Robust bootstrap procedures for the chain-ladder method. Zbl 1402.91212
Peremans, Kris; Segaert, Pieter; Van Aelst, Stefan; Verdonck, Tim
1
2017
Robust inference for seemingly unrelated regression models. Zbl 1406.62024
Peremans, Kris; van Aelst, Stefan
1
2018
Robust functional regression based on principal components. Zbl 1422.62101
Kalogridis, Ioannis; Van Aelst, Stefan
1
2019
Advantages of M-estimators of location for fuzzy numbers based on Tukey’s biweight loss function. Zbl 1458.62083
Sinova, Beatriz; Van Aelst, Stefan
1
2018
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
Hubert, Mia (ed.); Pison, Greet (ed.); Struyf, Anja (ed.); Van Aelst, Stefan (ed.)
1
2004
Robust functional regression based on principal components. Zbl 1422.62101
Kalogridis, Ioannis; Van Aelst, Stefan
1
2019
M-estimators of location for functional data. Zbl 1440.62405
Sinova, Beatriz; González-Rodríguez, Gil; van Aelst, Stefan
3
2018
Robust inference for seemingly unrelated regression models. Zbl 1406.62024
Peremans, Kris; van Aelst, Stefan
1
2018
Advantages of M-estimators of location for fuzzy numbers based on Tukey’s biweight loss function. Zbl 1458.62083
Sinova, Beatriz; Van Aelst, Stefan
1
2018
Robust bootstrap procedures for the chain-ladder method. Zbl 1402.91212
Peremans, Kris; Segaert, Pieter; Van Aelst, Stefan; Verdonck, Tim
1
2017
Stahel-Donoho estimation for high-dimensional data. Zbl 1341.62143
van Aelst, S.
4
2016
On the consistency of a spatial-type interval-valued median for random intervals. Zbl 1328.62300
Sinova, Beatriz; Van Aelst, Stefan
2
2015
A parameterized \(L^2\) metric between fuzzy numbers and its parameter interpretation. Zbl 1315.62005
Sinova, Beatriz; Gil, María Ángeles; López, María Teresa; Van Aelst, Stefan
2
2014
Robust and efficient estimation of the residual scale in linear regression. Zbl 1357.62145
Van Aelst, Stefan; Willems, Gert; Zamar, Ruben H.
2
2013
Comparing the medians of a random interval defined by means of two different \(L^1\) metrics. Zbl 1348.62164
Sinova, Beatriz; van Aelst, Stefan
1
2013
Comparing the representativeness of the 1-norm median for Likert and free-response fuzzy scales. Zbl 1349.62298
de la Rosa de Sáa, Sara; van Aelst, Stefan
1
2013
The median of a random fuzzy number. The 1-norm distance approach. Zbl 1260.60011
Sinova, Beatriz; Gil, María Ángeles; Colubi, Ana; Van Aelst, Stefan
21
2012
Robust and efficient one-way MANOVA tests. Zbl 1232.62091
Van Aelst, Stefan; Willems, Gert
14
2011
Stahel-Donoho estimators with cellwise weights. Zbl 1206.62111
Van Aelst, S.; Vandervieren, E.; Willems, G.
6
2011
Fast robust estimation of prediction error based on resampling. Zbl 1284.62201
Khan, Jafar A.; Van Aelst, Stefan; Zamar, Ruben H.
5
2010
Special issue on variable selection and robust procedures. Zbl 1284.00073
van Aelst, Stefan; Welsch, Roy; Zamar, Ruben H.
2
2010
Inference for robust canonical variate analysis. Zbl 1284.62398
Van Aelst, Stefan; Willems, Gert
1
2010
Propagation of outliers in multivariate data. Zbl 1155.62043
Alqallaf, Fatemah; van Aelst, Stefan; Yohai, Victor J.; Zamar, Ruben H.
30
2009
Robust linear clustering. Zbl 1231.62112
García-Escudero, L. A.; Gordaliza, A.; San Martín, R.; van Aelst, S.; Zamar, R.
15
2009
The minimum weighted covariance determinant estimator. Zbl 1433.62167
Roelant, Ella; van Aelst, Stefan; Willems, Gert
8
2009
Multivariate generalized S-estimators. Zbl 1157.62033
Roelant, E.; van Aelst, S.; Croux, C.
7
2009
High-breakdown robust multivariate methods. Zbl 1327.62328
Hubert, Mia; Rousseeuw, Peter J.; Van Aelst, Stefan
55
2008
The multivariate least-trimmed squares estimator. Zbl 1148.62037
Agulló, Jose; Croux, Christophe; Van Aelst, Stefan
27
2008
Robust model selection using fast and robust bootstrap. Zbl 1452.62509
Salibian-Barrera, Matias; van Aelst, Stefan
15
2008
Fast and robust bootstrap. Zbl 1367.62084
Salibián-Barrera, Matías; Van Aelst, Stefan; Willems, Gert
10
2008
Fast robust variable selection. Zbl 1153.65312
van Aelst, Stefan; Khan, Jafar A.; Zamar, Ruben H.
1
2008
Robust linear model selection based on least angle regression. Zbl 1332.62240
Khan, Jafar A.; van Aelst, Stefan; Zamar, Ruben H.
35
2007
Building a robust linear model with forward selection and stepwise procedures. Zbl 1452.62499
Khan, Jafar A.; van Aelst, Stefan; Zamar, Ruben H.
9
2007
Editorial: Machine learning and robust data mining. Zbl 1452.00020
Croux, Christophe; Gallopoulos, Efstratios; van Aelst, Stefan; Zha, Hongyuan
4
2007
Principal components analysis based on multivariate MM estimators with fast and robust bootstrap. Zbl 1120.62319
Salibián-Barrera, Matías; Van Aelst, Stefan; Willems, Gert
36
2006
Linear grouping using orthogonal regression. Zbl 1431.62273
van Aelst, Stefan; Wang, Xiaogang (Steven); Zamar, Ruben H.; Zhu, Rong
14
2006
An L1-type estimator of multivariate location and shape. Zbl 1187.62104
Roelant, Ella; van Aelst, Stefan
6
2006
Robust estimation of Cronbach’s alpha. Zbl 1102.62128
Christmann, A.; Van Aelst, S.
4
2006
Multivariate regression \(S\)-estimators for robust estimation and inference. Zbl 1086.62070
Van Aelst, Stefan; Willems, Gert
21
2005
Fast and robust bootstrap for LTS. Zbl 1429.62303
Willems, Gert; van Aelst, Stefan
9
2005
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
Hubert, Mia; Pison, Greet; Struyf, Anja; Van Aelst, Stefan
1
2004
Bounded influence regression using high breakdown scatter matrices. Zbl 1049.62073
Croux, Christophe; van Aelst, Stefan; Dehon, Catherine
4
2003
Small sample corrections for LTS and MCD. Zbl 1320.62060
Pison, G.; Van Aelst, S.; Willems, G.
36
2002
The deepest regression method. Zbl 1010.62062
Van Aelst, Stefan; Rousseeuw, Peter J.; Hubert, Mia; Struyf, Anja
18
2002
A robust Hotelling test. Zbl 1320.62062
Willems, G.; Pison, G.; Rousseeuw, P. J.; Van Aelst, S.
6
2002
Robust bootstrap for \(S\)-estimators of multivariate regression. Zbl 1145.62340
Van Aelst, Stefan; Willems, Gert
2
2002
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
Robustness of deepest regression. Zbl 0955.62029
Van Aelst, Stefan; Rousseeuw, Peter J.
17
2000
A robust method for multivariate regression. Zbl 1026.62029
Van Aelst, Stefan; Van Driessen, Katrien; Rousseeuw, Peter J.
2
2000
all top 5

Cited by 446 Authors

39 Van Aelst, Stefan
15 Croux, Christophe
15 Sinova, Beatriz
12 Zamar, Ruben H.
11 Filzmoser, Peter
11 Riani, Marco
10 Gil, María Angeles
10 Rousseeuw, Peter J.
10 Yohai, Víctor Jaime
9 Cerioli, Andrea
8 Farcomeni, Alessio
8 Hubert, Mia
8 Salibian-Barrera, Matias
8 Willems, Gert
7 Atkinson, Anthony C.
7 de la Rosa de Sáa, Sara
7 Lubiano, María Asunción
7 Müller, Christine H.
7 Paindaveine, Davy
6 Verdonck, Tim
5 García-Escudero, Luis Angel
5 Maronna, Ricardo Antonio
5 Mayo-Iscar, Agustin
5 Yao, Weixin
4 Alfons, Andreas
4 Boudt, Kris
4 Casals, María Rosa
4 Čížek, Pavel
4 D’Urso, Pierpaolo
4 Gordaliza, Alfonso
4 Minsker, Stanislav
4 Salas, Antonia
4 Todorov, Valentin
4 Wellmann, Robin
4 Welsch, Roy E.
4 Xiong, Shifeng
4 Zuo, Yijun
3 Agostinelli, Claudio
3 Becker, Claudia
3 Boente, Graciela
3 Camponovo, Lorenzo
3 Colubi, Ana
3 Corbellini, Aldo
3 Dehon, Catherine
3 Gather, Ursula
3 Hallin, Marc
3 Kalina, Jan
3 Kirschstein, Thomas
3 Leung, Andy
3 Liebscher, Steffen
3 López, María Teresa
3 Matrán, Carlos
3 Midi, Habshah BT.
3 Montenegro, Manuel
3 Mu, Weiyan
3 Peremans, Kris
3 Perrotta, Domenico
3 Roelant, Ella
3 Sinha, Sanjoy Kumar
3 Verdebout, Thomas
2 Adrover, Jorge G.
2 Alfaro, José Luis
2 Alih, Ekele
2 Bai, Xiuqin
2 Bathke, Arne C.
2 Bertsimas, Dimitris John
2 Billor, Nedret
2 Cardot, Hervé
2 Cator, Eric A.
2 Chatzinakos, Chris
2 Christmann, Andreas
2 Cornelissen, Jonathan
2 Corral, Norberto
2 Destercke, Sébastien
2 Di Mari, Roberto
2 Ekiz, Meltem
2 Ekiz, O. Ufuk
2 Freue, Gabriela V. Cohen
2 Gattone, Stefano Antonio
2 Gel, Yulia R.
2 Gelper, Sarah
2 González-Rodríguez, Gil
2 Greco, Luca
2 Harrar, Solomon W.
2 Heritier, Stephane R.
2 Hill, Jonathan B.
2 Hlubinka, Daniel
2 Kontoghiorghes, Erricos John
2 Lopuhaä, Hendrik P.
2 Massari, Riccardo
2 Mizera, Ivan
2 Müller, Samuel
2 Neykov, N. M.
2 Neytchev, Plamen Nikolov
2 Öllerer, Viktoria
2 Ong, Hong Choon
2 Ortega, Juan-Fco.
2 Ortner, Irene
2 Park, Heewon
2 Pauly, Markus
...and 346 more Authors
all top 5

Cited in 66 Serials

62 Computational Statistics and Data Analysis
28 Journal of Multivariate Analysis
16 Journal of Statistical Computation and Simulation
11 Test
11 Statistical Methods and Applications
9 The Annals of Statistics
8 International Journal of Approximate Reasoning
8 Communications in Statistics. Simulation and Computation
8 Advances in Data Analysis and Classification. ADAC
7 Fuzzy Sets and Systems
7 Journal of Statistical Planning and Inference
7 Computational Statistics
7 Statistical Papers
7 Statistics and Computing
6 The Canadian Journal of Statistics
5 Information Sciences
5 Statistics & Probability Letters
5 Journal of Applied Statistics
4 Metrika
4 Statistical Science
4 Bernoulli
3 Journal of the American Statistical Association
3 Journal of Econometrics
3 Statistics
3 Communications in Statistics. Theory and Methods
3 The Annals of Applied Statistics
2 Biometrical Journal
2 Biometrics
2 Metron
2 International Journal of Computer Mathematics
2 Mathematical Problems in Engineering
2 Journal of Combinatorial Optimization
2 Statistical Methodology
2 Journal of the Korean Statistical Society
1 Lithuanian Mathematical Journal
1 Scandinavian Journal of Statistics
1 British Journal of Mathematical & Statistical Psychology
1 Kybernetika
1 Mathematics and Computers in Simulation
1 Insurance Mathematics & Economics
1 Journal of Time Series Analysis
1 Journal of Classification
1 Discrete & Computational Geometry
1 Economics Letters
1 Journal of Intelligent & Robotic Systems
1 European Journal of Operational Research
1 Pattern Recognition
1 Journal of Mathematical Imaging and Vision
1 Journal of Nonparametric Statistics
1 Optimization Methods & Software
1 Data Mining and Knowledge Discovery
1 The Econometrics Journal
1 Journal of the Royal Statistical Society. Series B. Statistical Methodology
1 Acta Mathematica Sinica. English Series
1 International Journal of Applied Mathematics and Computer Science
1 Econometric Theory
1 Scandinavian Actuarial Journal
1 Iranian Journal of Fuzzy Systems
1 European Journal of Pure and Applied Mathematics
1 Electronic Journal of Statistics
1 Mathematical Geosciences
1 Algorithms
1 Statistics Surveys
1 Asian Journal of Control
1 Random Matrices: Theory and Applications
1 Japanese Journal of Statistics and Data Science

Citations by Year