Stefan Van Aelst

Best Publications

• Robust estimation of Cronbach's alpha

  Unknown

  398
  Citations

• Robust Linear Model Selection Based on Least Angle Regression

  Jafar A Khan;Stefan Van Aelst;Ruben H Zamar

  243
  Citations

• Minimum volume ellipsoid

  Stefan Van Aelst;Peter Rousseeuw

  211
  Citations

• Robust Multivariate Regression

  Peter J Rousseeuw;Stefan Van Aelst;Katrien Van Driessen;Jose A Gulló

  208
  Citations

• Propagation of outliers in multivariate data

  Fatemah Alqallaf;Stefan Van Aelst;Victor J. Yohai;Ruben H. Zamar

  194
  Citations

• Principal Components Analysis Based on Multivariate MM Estimators With Fast and Robust Bootstrap

  Matías Salibián-Barrera;Stefan Van Aelst;Gert Willems

  158
  Citations

• Small sample corrections for LTS and MCD

  Unknown

  157
  Citations

• The multivariate least-trimmed squares estimator

  Jose Agulló;Christophe Croux;Stefan Van Aelst

  146
  Citations

• A Robust Hotelling Test

  G. Willems;G. Pison;P. J. Rousseeuw;S. Van Aelst

  99
  Citations

• The median of a random fuzzy number. The 1-norm distance approach

  Beatriz Sinova;María Ángeles Gil;Ana Colubi;Stefan Van Aelst

  90
  Citations

• Linear grouping using orthogonal regression

  Stefan Van Aelst;Xiaogang (Steven) Wang;Ruben H. Zamar;Rong Zhu

  90
  Citations

• MULTIVARIATE REGRESSION S-ESTIMATORS FOR ROBUST ESTIMATION AND INFERENCE

  Stefan Van Aelst;Gert Willems

  89
  Citations

• Tree-based prediction on incomplete data using imputation or surrogate decisions

  Unknown

  84
  Citations

• Fast and robust bootstrap

  Matías Salibián-Barrera;Stefan Van Aelst;Gert Willems

  83
  Citations

• Theory and applications of recent robust methods

  Mia Hubert;Greet Pison;Anja Struyf;Stefan van Aelst

  77
  Citations

• Building a robust linear model with forward selection and stepwise procedures

  Jafar A. Khan;Stefan Van Aelst;Ruben H. Zamar

  76
  Citations

• Fast and robust bootstrap for LTS

  Gert Willems;Stefan Van Aelst

  75
  Citations

• The Deepest Regression Method

  Stefan Van Aelst;Peter J. Rousseeuw;Mia Hubert;Anja Struyf

  74
  Citations

• Robustness of Deepest Regression

  Stefan Van Aelst;Peter J Rousseeuw

  68
  Citations

• Lack of fluorophotometric evidence of aqueous-vitreous barrier disruption after posterior capsulorhexis.

  Veva De Groot;Mia Hubert;Jaap A Van Best;Sanne Engelen

  60
  Citations