Stefan Van Aelst

Robust estimation of Cronbach's alpha

Andreas Christmann, Stefan Van Aelst · Journal of Multivariate Analysis · 2005 · 420 citations · Full text

Natural Sciences, Biostatistics, Item Response Theory +10

Propagation of outliers in multivariate data

Fatemah Alqallaf, Stefan Van Aelst, Vı́ctor J. Yohai et al. · The Annals of Statistics · 2009 · 186 citations · Full text

Computing, Data Science, Data Analytics +16

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 · 182 citations · Full text

Computing, Computer Science, Data Science +17

Robust Multivariate Regression

Peter J. Rousseeuw, Stefan Van Aelst, Katrien Van Driessen et al. · Technometrics · 2004 · 166 citations · Full text

Natural Sciences, Biostatistics, Econometrics +16

Small sample corrections for LTS and MCD

Greet Pison, Stefan Van Aelst, Gert Willems · Metrika · 2002 · 160 citations · Full text

Public Health, Biostatistics, Experimental Design +4