prof. dr. Stijn Vansteelandt
- ORCID iD
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0000-0002-4207-8733
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- Journal Article
- A1
- open access
Two stage least squares with time-varying instruments : an application to an evaluation of treatment intensification for type-2 diabetes
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Propensity weighting plus adjustment in proportional hazards model is not doubly robust," by Erin E. Gabriel, Michael C. Sachs, Ingeborg Waernbaum, Els Goetghebeur, Paul F. Blanche, Stijn Vansteelandt, Arvid Sjölander, and Thomas Scheike( vol 80 ,10.1093/biomtc/ujae069 , 2024)
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Rejoinder to the discussion on 'Chasing shadows : how implausible assumptions skew our understanding of causal estimands'
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- Miscellaneous
- open access
Discussion of 'On the uses and abuses of regression models : a call for reform of statistical practice and teaching'
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Variable importance measures for heterogeneous treatment effects
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All lines is the right approach : selecting patient lines of therapy for an external comparator arm
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- Journal Article
- A1
- open access
The importance of sensitivity analyses for the MR Steiger approach
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- Journal Article
- A1
- open access
Instrumental variable approaches for estimating time-varying treatment effects in comparative effectiveness research
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- Journal Article
- A1
- open access
Causal machine learning methods and use of cross-fitting in settings with high-dimensional confounding
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Mediation analysis of path-specific effects in randomised clinical trials with repeatedly measured mediators and outcomes