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Principal components analysis based on multivariate MM estimators with fast and robust bootstrap

Salibián-Barrera, Matías; Van Aelst, Stefan; Willems, Gert - In: Journal of the American Statistical Association : JASA 101 (2006), pp. 1198-1211

Persistent link: https://www.econbiz.de/10003375965

Fast and robust bootstrap

Salibián-Barrera, Matías; Van Aelst, Stefan; Willems, Gert - In: Statistical methods & applications : SMA ; journal of … 17 (2008) 1, pp. 41-71

Persistent link: https://www.econbiz.de/10003625191

Robust and efficient one-way MANOVA tests

Van Aelst, Stefan; Willems, Gert - In: Journal of the American Statistical Association : JASA 106 (2011) 494, pp. 706-718

Persistent link: https://www.econbiz.de/10009268882

Multivariate generalized S-estimators

Van Aelst, Stefan; Croux, Christophe - 2008

Persistent link: https://www.econbiz.de/10003976895

Robust estimation of Cronbach's alpha

Christmann, Andreas; Van Aelst, Stefan - 2002

Cronbach’s alpha is a popular method to measure reliability, e.g. in quantifying the reliability of a score to summarize the information of several items in questionnaires. The alpha coefficient is known to be non-robust. We study the behavior of this coefficient in different settings to...

Persistent link: https://www.econbiz.de/10009770913

Assessing the functional polycentricity of the mega-city-region of Central Belgium based on advanced producer service transaction links

Hanssens, Heidi; Derudder, Ben; Van Aelst, Stefan; … - In: Regional studies 48 (2014) 12, pp. 1939-1953

Persistent link: https://www.econbiz.de/10010486566

Robust linear model selection based on least angle regression

Khan, Jafar A.; Van Aelst, Stefan; Zamar, Ruben H. - In: Journal of the American Statistical Association : JASA 102 (2007) 480, pp. 1289-1299

Persistent link: https://www.econbiz.de/10003625881

A robust Hotelling test

Willems, G.; Pison, G.; Rousseeuw, P.J. - In: Metrika : international journal for theoretical and … 55 (2002) 1/2, pp. 125-138

Persistent link: https://www.econbiz.de/10001673575

The multivariate least trimmed squares estimator

Agulló, Jose; Croux, Christophe; Van Aelst, Stefan - 2002

Persistent link: https://www.econbiz.de/10001675805

Outlier-robust Bayesian multinomial choice modeling

Benoit, Dries F.; Van Aelst, Stefan; Van den Poel, Dirk - In: Journal of applied econometrics 31 (2016) 7, pp. 1445-1466

Persistent link: https://www.econbiz.de/10011687558