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Researcher
Stefan Van Aelst
- Disciplines:Statistics and numerical methods not elsewhere classified, Statistics
Affiliations
- Department of Applied Mathematics, Computer Science and Statistics (Department)
Member
From1 Feb 2002 → 30 Sep 2017
Projects
1 - 5 of 5
- Advanced data analysis methods for tau-estimatorsFrom1 Mar 2013 → 31 Aug 2014Funding: BOF - Doctoral projects
- Statistical analysis of real time PCR dataFrom1 Jul 2012 → 31 Dec 2012Funding: BOF - Doctoral projects
- Robust bootstrap inference for linear models with non i.i.d. errors or dependent observationsFrom1 Jan 2011 → 31 Dec 2014Funding: FWO research project (including WEAVE projects)
- Inference based on tau-estimatorsFrom15 Oct 2007 → 14 Oct 2009Funding: BOF - Other initiatives
- Robust inference and model selection techniquesFrom1 Jan 2007 → 31 Dec 2009Funding: FWO research grant KAN
Publications
31 - 40 of 40
- Inference for robust canonical variate analysis
Authors: Stefan Van Aelst, Gert Willems
Pages: 181 - 197 - A Stahel-Donoho estimator based on huberized outlyingness
Authors: Stefan Van Aelst, Ellen Vandervieren, Gert Willems
Pages: 531 - 542 - Fast and robust bootstrap for multivariate inference: the R package FRB
Authors: Stefan Van Aelst, Gert Willems
Pages: 1 - 32 - Robust principal component analysis based on pairwise correlation estimators
Authors: Stefan Van Aelst, Ellen Vandervieren, Gert Willems, Yves Lechevallier, Gilbert Saporta
Pages: 573 - 580 - The minimum weighted covariance determinant estimator
Authors: Ella Roelant, Stefan Van Aelst, Gert Willems
Pages: 177 - 204 - Multivariate generalized S-estimators
Authors: Ella Roelant, Stefan Van Aelst, Christophe Croux
Pages: 876 - 887 - A statistical basis for harmonization of thyroid stimulating hormone immunoassays using a robust factor analysis model
Authors: Dietmar Stöckl, Katleen Van Uytfanghe, Stefan Van Aelst, Linda Thienpont
Pages: 965 - 972 - Simulation of between repeat variability in real time PCR reactions
Authors: Antoon Lievens, Stefan Van Aelst, Marc Van den Bulcke, Els Goetghebeur
- Selecting variables in two-group robust linear discriminant analysis
Authors: Stefan Van Aelst, Gert Willems, Yves Lechevallier, Gilbert Saporta
Pages: 1677 - 1684 - Robust and efficient estimation of the residual scale in linear regression
Authors: Stefan Van Aelst, Gert Willems, Ruben H Zamar
Pages: 278 - 296