Stijn Vansteelandt
28PUBLICATIONS
37CO-AUTHORS
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Publications (28)
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|Sep 24, 2025
Causal Machine Learning Methods and Use of Cross-Fitting in Settings With High-Dimensional Confounding.Susan Ellul, Stijn Vansteelandt, John B Carlin
|Jul 31, 2025
Causal machine learning for heterogeneous treatment effects in the presence of missing outcome data.Matthew Pryce, Karla Diaz-Ordaz, Ruth H Keogh
|Apr 25, 2025
Cannabis use is not associated with altered levels of physical activity: evidence from the repeated cross-sectional Belgian Health Interview Survey.Brent Vernaillen, Brecht Devleesschauwer, Stijn Vansteelandt
|Apr 11, 2025
Instrumental Variable Methods to Target Hypothetical Estimands With Longitudinal Repeated Measures Data: Application to the STEP 1 Trial.Jack Bowden, Jesper Madsen, Bryan Goldman
|Oct 28, 2024
A Causal Inference Approach to Mediation Analysis in Vitreomacular Traction: How Much Does Traction Resolution Mediate Functional Outcomes?Benedicte Lescrauwaet, Stijn Vansteelandt, Timothy L Jackson
|Dec 20, 2023
Dealing with time-dependent exposures and confounding when defining and estimating attributable fractions-Revisiting estimands and estimators.Johan Steen, Paweł Morzywołek, Wim Van Biesen
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Ruth Keogh
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Shaun Seaman
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Oliver Dukes
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Kelly Van Lancker
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Wen Wei Loh
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Johan Steen
3 joint publications
Beatrijs Moerkerke
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Tom Loeys
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Johan Decruyenaere
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Arvid Sjölander
