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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

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 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

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

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

A robust general multivariate chain ladder method

Peremans, Kris; Van Aelst, Stefan; Verdonck, Tim - In: Risks : open access journal 6 (2018) 4, pp. 1-18

The chain ladder method is a popular technique to estimate the future reserves needed to handle claims that are not fully settled. Since the predictions of the aggregate portfolio (consisting of different subportfolios) do not need to be equal to the sum of the predictions of the subportfolios,...

Persistent link: https://www.econbiz.de/10011906200

Robust bootstrap procedures for the chain-ladder method

Peremans, Kris; Segaert, Pieter; Van Aelst, Stefan; … - In: Scandinavian actuarial journal (2017) 10, pp. 870-897

Persistent link: https://www.econbiz.de/10011848709

Some silhouette-based graphics for clustering interpretation

Trauwaert, E. - In: Belgian journal of operations research, statistics and … 29 (1989) 3, pp. 35-55

Persistent link: https://www.econbiz.de/10001083931