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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
31 - 40 of 50
- Melanoma addiction to the long non-coding RNA SAMMSON(2016)
Authors: Eleonora Leucci, Roberto Vendramin, Marco Spinazzi, Mark Fiers, Jasper Wouters, Aljosja Rogiers, Stein Aerts, Frédéric Amant, Stefan Van Aelst, Joost van den Oord, et al.
Pages: 518 - 22 - Robust tests for linear regression models based on tau-estimates(2016)
Authors: Stefan Van Aelst
Pages: 436 - 455 - Stahel–Donoho estimation for high-dimensional data(2016)
Authors: Stefan Van Aelst
Pages: 628 - 639 - Special Issue on Advances in Data Mining and Robust Statistics(2016)
Authors: Stefan Van Aelst
Pages: 388 - 389 - M-estimates of location for the robust central tendency of fuzzy data(2016)
Authors: Stefan Van Aelst
Pages: 945 - 956 - Outlier-Robust Bayesian Multinomial Choice Modeling(2016)
Authors: Stefan Van Aelst
Pages: 1445 - 1466 - Mathematical inference on helminth egg counts in stool and its applications in mass drug administration programmes to control soil-transmitted helminthiasis in public health(2015)
Authors: Stefan Van Aelst
Pages: 193 - 247 - On the consistency of a spatial-type interval-valued median for random intervals(2015)
Authors: Stefan Van Aelst
Pages: 130 - 136 - Tree-based prediction on incomplete data using imputation or surrogate decisions(2015)
Authors: Stefan Van Aelst
Pages: 163 - 181 - Comments on: Robust estimation of multivariate location and scatter in the presence of cellwise and casewise contamination(2015)
Authors: Stefan Van Aelst
Pages: 462 - 466