Researcher
Stijn Vansteelandt
- Keywords:Statistical methodology, Causal inference, Machine learning, Semi-parametric inference
- Disciplines:Probability theory, Statistics and numerical methods not elsewhere classified, Statistics, Epidemiology
Affiliations
- Department of Applied Mathematics, Computer Science and Statistics (Department)
Member
From1 Oct 1998 → Today
Projects
1 - 10 of 18
- Development of a data-informed causal expert system for personalized treatment recommendationsFrom1 Sep 2022 → TodayFunding: BOF - postdoctoral mandates
- Data-adaptive causal inference under weak assumptionsFrom1 Nov 2021 → TodayFunding: FWO junior postdoctoral fellowship
- Causal inference in observational HIV/AIDS studies.From1 Oct 2021 → TodayFunding: BOF - doctoral mandates
- Multilevel causal mediation analysis of multiple longitudinal mediators with unknown causal structureFrom15 Oct 2020 → 30 Sep 2022Funding: BOF - postdoctoral mandates
- Optimal causal learning using electronic health recordsFrom1 Jan 2020 → 31 Aug 2021Funding: BOF - postdoctoral mandates
- Methods in Research on Research (MiRoR) / Estimation of causal effects from observational studies: how results obtained from different causal inference methods can be integrated in a meta-analyses approaFrom17 Oct 2019 → 16 Apr 2020Funding: BOF - doctoral mandates
- Leveraging Big Data To Improve Healthcare Decision-MakingFrom1 Jan 2019 → 31 Dec 2022Funding: FWO research project (including WEAVE projects)
- Honest data-adaptive inference for treatment effectsFrom1 Oct 2017 → 30 Sep 2021Funding: BOF - Doctoral projects
- Center for StatisticsFrom1 Feb 2017 → 30 Nov 2022Funding: BOF - Doctoral projects
- Dealing with multiple mediators in causal mediation analysisFrom1 Jan 2017 → 31 Dec 2019Funding: FWO research project (including WEAVE projects)
Publications
161 - 170 of 204
- Attributable mortality of ventilator associated pneumonia: a reappraisal using causal analysis(2011)
Authors: Maarten Bekaert, Jean-Francois Timsit, Stijn Vansteelandt, Aurélien Vésin, Maité Garrouste-Orgeas, Christoph Clec'h, Elie Azoulay, Dominique Benoit
Pages: 1133 - 1139 - Combining disease models to test for gene-environment interaction in nuclear families(2011)
Authors: Thomas J Hoffmann, Stijn Vansteelandt, Christoph Lange, Edwin K Silverman, Dawn L DeMeo, Nan M Laird
Pages: 1260 - 1270 - Quality assurance of rectal cancer diagnosis and treatment - phase 3 : statistical methods to benchmark centres on a set of quality indicators(2011)
Authors: Els Goetghebeur, Ronan Van Rossem, Katrien Baert, Kürt Vanhoutte, Tom Boterberg, Pieter Demetter, Mark De Ridder, David Harrington, Marc Peeters, Guy Storme, et al.
Number of pages: 1 - Estimation of direct effects for survival data by using the Aalen additive hazards model(2011)
Authors: Torben Martinussen, Stijn Vansteelandt, Mette Gerster, Jacob von Bornemann Hjelmborg
Pages: 773 - 788 - Mendelian randomization analysis of case-control data using structural mean models(2011)
Authors: Jack Bowden, Stijn Vansteelandt
Pages: 678 - 694 - Context-dependent codon partition models provide significant increases in model fit in atpB and rbcL protein-coding genes(2011)
Authors: Guy Baele, Yves Van de Peer, Stijn Vansteelandt
- Comparison of causal effect estimators under exposure misclassification(2010)
Authors: Stijn Vansteelandt, Els Goetghebeur
Pages: 1306 - 1319 - Pregnancy outcomes of naturally conceived singletons and singletons after elective single embryo transfer (eSET) are comparable(2010)Volume: 25
Authors: Ilse Delbaere, Jan Gerris, Diane De Neubourg, Stijn Vansteelandt, Guy Martens, Paul Verdonk, Petra De Sutter, Marleen Temmerman
Pages: I54 - I54 - A doubly robust test for gene-environment interaction in family-based studies of affected offspring(2010)
Authors: Beatrijs Moerkerke, Stijn Vansteelandt, Christoph Lange
Pages: 213 - 225 - Odds ratios for mediation analysis for a dichotomous outcome(2010)
Authors: Tyler J VanderWeele, Stijn Vansteelandt
Pages: 1339 - 1348