Stefan Van Aelst

Robust estimation of Cronbach's alpha

Andreas Christmann, Stefan Van Aelst · Journal of Multivariate Analysis · 2005 · 398 citations · Full text

Engineering, Robust Statistic, Estimation Statistic +4

Propagation of outliers in multivariate data

Fatemah Alqallaf, Stefan Van Aelst, Vı́ctor J. Yohai et al. · The Annals of Statistics · 2009 · 182 citations · Full text

Anomaly Detection, Engineering, Multivariate Data +17

Robust Linear Model Selection Based on Least Angle Regression

Jafar A Khan, Stefan Van Aelst, Ruben H. Zamar · Journal of the American Statistical Association · 2007 · 180 citations · Full text

Engineering, Machine Learning, Candidate Predictors +16

Robust Multivariate Regression

Peter J. Rousseeuw, Stefan Van Aelst, Katrien Van Driessen et al. · Technometrics · 2004 · 163 citations · Full text

Small sample corrections for LTS and MCD

Greet Pison, Stefan Van Aelst, Gert Willems · Metrika · 2002 · 157 citations · Full text

Uncertainty Quantification, Sampling Theory, Small Sample Corrections +4