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Researcher
Stefan Van Aelst
- Disciplines (KU Leuven):Statistics
- See also: Stefan Van Aelst (University of Antwerp)
Affiliations
- Leuven Statistics Research Centre (LStat) (Research institute)
Responsible
From1 Aug 2023 → Today - Statistics and Data Science (Division)
Responsible
From1 Jul 2019 → Today - Statistics and Data Science (Division)
Member
From1 Jul 2019 → Today - Statistics and data analysis (Research group)
Member
From1 Apr 2006 → 30 Jun 2007 - Statistics and Risk (Division)
Member
From1 Feb 2006 → 30 Jun 2019
Projects
1 - 8 of 8
- Statistical methodology for fraud detectionFrom8 Feb 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- PHD POSITION IN DATA ANALYTICS AND STATISTICAL MODELINGFrom18 Feb 2022 → TodayFunding: BOF - doctoral mandates
- Data Analytics and Statistical ModellingFrom4 Feb 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Analysis of discretely sampled functional data based on robust estimation of dispersion.From1 Oct 2021 → TodayFunding: FWO junior postdoctoral fellowship
- Robust and sparse statistical methods for actuarial sciencesFrom3 Oct 2018 → 21 Sep 2022Funding: Own budget, for example: patrimony, inscription fees, gifts
- Robust nonparametric methods for functional dataFrom1 Oct 2016 → 21 Sep 2020Funding: Own budget, for example: patrimony, inscription fees, gifts
- Statistical Methodology for Immense Lively Experiments (SMILE)From1 Oct 2015 → 30 Sep 2021Funding: BOF - Concerted Research Project from 1994
- Robust inference techniques based on resamplingFrom15 Sep 2014 → 1 Oct 2018Funding: BOF - Doctoral projects
Publications
1 - 10 of 50
- Co-clustering contaminated data: a robust model-based approach(2024)
Authors: Edoardo Fibbi, Stefan Van Aelst, Tim Verdonck
Pages: 121 - 161 - Robust penalized spline estimation with difference penalties(2024)
Authors: Ioannis Kalogridis, Stefan Van Aelst
Pages: 169 - 188 - Robust and efficient estimation of nonparametric generalized linear models(2023)
Authors: Ioannis Kalogridis, Gerda Claeskens, Stefan Van Aelst
Pages: 1055 - 1078 - Robust optimal estimation of location from discretely sampled functional data(2023)
Authors: Ioannis Kalogridis, Stefan Van Aelst
Pages: 1 - 41 - Robust penalized estimators for functional linear regression(2023)
Authors: Ioannis Kalogridis, Stefan Van Aelst
- Robust and sparse statistical methods for actuarial sciences(2022)
Authors: Jolien Ponnet, Tim Verdonck, Stefan Van Aelst
- RNA biomarkers from proximal liquid biopsy for diagnosis of ovarian cancer(2022)
Authors: Stefan Van Aelst
Pages: 155 - 164 - M-estimators and trimmed means: from Hilbert-valued to fuzzy set-valued data(2021)
Authors: Stefan Van Aelst
Pages: 267 - 288 - M-type penalized splines with auxiliary scale estimation(2021)
Authors: Ioannis Kalogridis, Stefan Van Aelst
Pages: 97 - 113 - Robust nonparametric methods for functional data(2020)
Authors: Ioannis Kalogridis, Stefan Van Aelst, Peter Rousseeuw