Stefan Van Aelst

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Peter RousseeuwKU Leuven, BelgiumVerified email at rousseeuw.net
Ruben ZamarProfessor of Statistics, University of British ColumbiaVerified email at stat.ubc.ca
Mia HubertProfessor of Statistics, KU LeuvenVerified email at kuleuven.be
Matias Salibian BarreraProfessor of Statistics, The University of British ColumbiaVerified email at stat.ubc.ca
Beatriz Sinova FernándezDepartment of Statistics and O.R. and D.M., University of Oviedo, SpainVerified email at uniovi.es
Christophe CrouxKU Leuven - Faculty of Economics and BusinessVerified email at kuleuven.be
victor yohaiProfessor of Statistics, Universidad de Buenos aires y CONICETVerified email at dm.uba.ar
Andreas ChristmannProfessor of Stochastics and Machine Learning, University of BayreuthVerified email at uni-bayreuth.de
Holger Cevallos-ValdiviezoEscuela Superior Politécnica del Litoral (ESPOL)Verified email at espol.edu.ec
Jo Vandesompeleprofessor in functional cancer genomics and applied bioinformaticsVerified email at ugent.be
Pieter Mestdaghpostdoctoral fellow, Ghent UniversityVerified email at ugent.be
María Ángeles GilUniversidad de OviedoVerified email at uniovi.es
Ana ColubiJustus Liebig University GiessenVerified email at wirtschaft.uni-giessen.de
Gil GonzálezUniversity of Oviedo, INDUROTVerified email at uniovi.es
Dirk Van den PoelSenior Full Professor (Gewoon Hoogleraar) Data Analytics, Ghent UniversityVerified email at ugent.be

Stefan Van Aelst

Professor of statistics, KU Leuven, University of Leuven

Verified email at wis.kuleuven.be - Homepage

Robustness resampling analysis of complex data


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Regression depth PJ Rousseeuw, M Hubert Journal of the American Statistical Association 94 (446), 388-402, 1999	528	1999
Melanoma addiction to the long non-coding RNA SAMMSON E Leucci, R Vendramin, M Spinazzi, P Laurette, M Fiers, J Wouters, ... Nature 531 (7595), 518-522, 2016	518	2016
Robust estimation of Cronbach's alpha A Christmann, S Van Aelst Journal of Multivariate Analysis 97 (7), 1660-1674, 2006	476	2006
High-breakdown robust multivariate methods M Hubert, PJ Rousseeuw, S Van Aelst	420	2008
Robust linear model selection based on least angle regression JA Khan, S Van Aelst, RH Zamar Journal of the American Statistical Association 102 (480), 1289-1299, 2007	241	2007
Small sample corrections for LTS and MCD G Pison, S Van Aelst, G Willems Metrika 55, 111-123, 2002	215	2002
Robust multivariate regression PJ Rousseeuw, S Van Aelst, K Van Driessen, JA Gulló Technometrics 46 (3), 293-305, 2004	193	2004
Minimum volume ellipsoid S Van Aelst, P Rousseeuw Wiley Interdisciplinary Reviews: Computational Statistics 1 (1), 71-82, 2009	189	2009
Propagation of outliers in multivariate data F Alqallaf, S Van Aelst, VJ Yohai, RH Zamar The Annals of Statistics, 311-331, 2009	178	2009
Principal components analysis based on multivariate MM estimators with fast and robust bootstrap M Salibián-Barrera, S Van Aelst, G Willems Journal of the American Statistical Association 101 (475), 1198-1211, 2006	151	2006
The multivariate least-trimmed squares estimator J Agulló, C Croux, S Van Aelst Journal of Multivariate Analysis 99 (3), 311-338, 2008	136	2008
Assessing the functional polycentricity of the mega-city-region of Central Belgium based on advanced producer service transaction links H Hanssens, B Derudder, S Van Aelst, F Witlox Regional Studies 48 (12), 1939-1953, 2014	110	2014
A robust Hotelling test G Willems, G Pison, PJ Rousseeuw, S Van Aelst Metrika 55, 125-138, 2002	95	2002
The median of a random fuzzy number. The 1-norm distance approach B Sinova, MÁ Gil, A Colubi, S Van Aelst Fuzzy Sets and Systems 200, 99-115, 2012	87	2012
Tree-based prediction on incomplete data using imputation or surrogate decisions HC Valdiviezo, S Van Aelst Information Sciences 311, 163-181, 2015	81	2015
Fast and robust bootstrap M Salibián-Barrera, S Van Aelst, G Willems Statistical Methods and Applications 17, 41-71, 2008	80	2008
Linear grouping using orthogonal regression S Van Aelst, XS Wang, RH Zamar, R Zhu Computational Statistics & Data Analysis 50 (5), 1287-1312, 2006	78	2006
Multivariatr regression s-estimators for robust estimation and inference S Van Aelst, G Willems Statistica Sinica, 981-1001, 2005	77	2005
The deepest regression method S Van Aelst, PJ Rousseeuw, M Hubert, A Struyf Journal of Multivariate Analysis 81 (1), 138-166, 2002	73	2002
Building a robust linear model with forward selection and stepwise procedures JA Khan, S Van Aelst, RH Zamar Computational Statistics & Data Analysis 52 (1), 239-248, 2007	70	2007

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