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Stefan Van Aelst
Stefan Van Aelst
Professor of statistics, KU Leuven, University of Leuven
Verified email at wis.kuleuven.be - Homepage
Title
Cited by
Cited by
Year
Regression depth
PJ Rousseeuw, M Hubert
Journal of the American Statistical Association 94 (446), 388-402, 1999
4951999
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
4562016
High-breakdown robust multivariate methods
M Hubert, PJ Rousseeuw, S Van Aelst
Statistical science 23 (1), 92-119, 2008
3832008
Robust estimation of Cronbach's alpha
A Christmann, S Van Aelst
Journal of Multivariate Analysis 97 (7), 1660-1674, 2006
3802006
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
2182007
Small sample corrections for LTS and MCD
G Pison, S Van Aelst, G Willems
Metrika 55 (1), 111-123, 2002
1952002
Robust multivariate regression
PJ Rousseeuw, S Van Aelst, K Van Driessen, JA Gulló
Technometrics 46 (3), 293-305, 2004
1842004
Minimum volume ellipsoid
S Van Aelst, P Rousseeuw
Wiley Interdisciplinary Reviews: Computational Statistics 1 (1), 71-82, 2009
1642009
Propagation of outliers in multivariate data
F Alqallaf, S Van Aelst, VJ Yohai, RH Zamar
The Annals of Statistics, 311-331, 2009
1482009
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
1462006
The multivariate least-trimmed squares estimator
J Agulló, C Croux, S Van Aelst
Journal of Multivariate Analysis 99 (3), 311-338, 2008
1222008
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
1042014
A robust Hotelling test
G Willems, G Pison, PJ Rousseeuw, S Van Aelst
Metrika 55 (1), 125-138, 2002
882002
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
822012
Multivariatr regression s-estimators for robust estimation and inference
S Van Aelst, G Willems
Statistica Sinica, 981-1001, 2005
782005
Fast and robust bootstrap
M Salibián-Barrera, S Van Aelst, G Willems
Statistical Methods and Applications 17 (1), 41-71, 2008
732008
Linear grouping using orthogonal regression
S Van Aelst, XS Wang, RH Zamar, R Zhu
Computational Statistics & Data Analysis 50 (5), 1287-1312, 2006
722006
Tree-based prediction on incomplete data using imputation or surrogate decisions
HC Valdiviezo, S Van Aelst
Information Sciences 311, 163-181, 2015
712015
The deepest regression method
S Van Aelst, PJ Rousseeuw, M Hubert, A Struyf
Journal of Multivariate Analysis 81 (1), 138-166, 2002
712002
Fast and robust bootstrap for LTS
G Willems, S Van Aelst
Computational statistics & data analysis 48 (4), 703-715, 2005
682005
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