Stijn Vansteelandt

ResearcherID ORCID

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 29

Top Topics

Chronic Obstructive Pulmonary Disease

Antimicrobial Resistance

Top Venues

Statistics in medicine

Biometrical journal. Biometrische Zeitschrift

Annals of the American Thoracic Society

This page only lists publications with an associated author ORCID identifier.

Publications

Ruth H Keogh, Jon Michael Gran, Shaun R Seaman, Gwyneth Davies, Stijn Vansteelandt
Causal inference in survival analysis using longitudinal observational data: Sequential trials and marginal structural models. Statistics in medicine (2023)
Ruth H Keogh, Jon Michael Gran, Shaun R Seaman, Gwyneth Davies, Stijn Vansteelandt
Causal inference in survival analysis using longitudinal observational data: Sequential trials and marginal structural models. Statistics in medicine (2023)
Kelly Van Lancker, Oliver Dukes, Stijn Vansteelandt
Ensuring valid inference for Cox hazard ratios after variable selection. Biometrics (2023)
Erin E Gabriel, Michael C Sachs, Torben Martinussen, Ingeborg Waernbaum, Els Goetghebeur, Stijn Vansteelandt, Arvid Sjölander
Inverse probability of treatment weighting with generalized linear outcome models for doubly robust estimation. Statistics in medicine 43 (3) (2023)
Johan Steen, Paweł Morzywołek, Wim Van Biesen, Decruyenaere Johan, Stijn Vansteelandt
Dealing with time-dependent exposures and confounding when defining and estimating attributable fractions-Revisiting estimands and estimators. Statistics in medicine (2023)
Johan Steen, Paweł Morzywołek, Wim Van Biesen, Decruyenaere Johan, Stijn Vansteelandt
Dealing with time-dependent exposures and confounding when defining and estimating attributable fractions-Revisiting estimands and estimators. Statistics in medicine 43 (5) (2023)
Erin E Gabriel, Michael C Sachs, Torben Martinussen, Ingeborg Waernbaum, Els Goetghebeur, Stijn Vansteelandt, Arvid Sjölander
Inverse probability of treatment weighting with generalized linear outcome models for doubly robust estimation. Statistics in medicine 43 (3) (2023)
Ruth H Keogh, Jon Michael Gran, Shaun R Seaman, Gwyneth Davies, Stijn Vansteelandt
Causal inference in survival analysis using longitudinal observational data: Sequential trials and marginal structural models. Statistics in medicine (2023)
Ruth H Keogh, Jon Michael Gran, Shaun R Seaman, Gwyneth Davies, Stijn Vansteelandt
Causal inference in survival analysis using longitudinal observational data: Sequential trials and marginal structural models. Statistics in medicine (2023)
Erin E Gabriel, Michael C Sachs, Torben Martinussen, Ingeborg Waernbaum, Els Goetghebeur, Stijn Vansteelandt, Arvid Sjölander
Inverse probability of treatment weighting with generalized linear outcome models for doubly robust estimation. Statistics in medicine 43 (3) (2023)
Erin E Gabriel, Michael C Sachs, Torben Martinussen, Ingeborg Waernbaum, Els Goetghebeur, Stijn Vansteelandt, Arvid Sjölander
Inverse probability of treatment weighting with generalized linear outcome models for doubly robust estimation. Statistics in medicine (2023)
Johan Steen, Paweł Morzywołek, Wim Van Biesen, Decruyenaere Johan, Stijn Vansteelandt
Dealing with time-dependent exposures and confounding when defining and estimating attributable fractions-Revisiting estimands and estimators. Statistics in medicine 43 (5) (2023)
Paweł Morzywołek, Johan Steen, Wim Van Biesen, Decruyenaere Johan, Stijn Vansteelandt
On estimation and cross-validation of dynamic treatment regimes with competing risks. Statistics in medicine 41 (26) (2022)
Hege Michiels, Cristina Sotto, An Vandebosch, Stijn Vansteelandt
A novel estimand to adjust for rescue treatment in randomized clinical trials. Statistics in medicine 40 (9) (2021)
Wen Wei Loh, Beatrijs Moerkerke, Tom Loeys, Stijn Vansteelandt
Disentangling indirect effects through multiple mediators without assuming any causal structure among the mediators. Psychological methods (2021)
Kelly Van Lancker, Oliver Dukes, Stijn Vansteelandt
Principled selection of baseline covariates to account for censoring in randomized trials with a survival endpoint. Statistics in medicine 40 (18) (2021)
Oliver Hines, Stijn Vansteelandt, Karla DiazOrdaz
Robust Inference for Mediated Effects in Partially Linear Models. Psychometrika 86 (2) (2021)
Kelly Van Lancker, An Vandebosch, Stijn Vansteelandt
Efficient, doubly robust estimation of the effect of dose switching for switchers in a randomized clinical trial. Biometrical journal. Biometrische Zeitschrift 63 (7) (2021)
Ruth H Keogh, Shaun R Seaman, Jon Michael Gran, Stijn Vansteelandt
Simulating longitudinal data from marginal structural models using the additive hazard model. Biometrical journal. Biometrische Zeitschrift 63 (7) (2021)
Shaun R Seaman, Ruth H Keogh, Oliver Dukes, Stijn Vansteelandt
Using generalized linear models to implement g-estimation for survival data with time-varying confounding. Statistics in medicine 40 (16) (2021)
Johan Steen, Stijn Vansteelandt, Liesbet De Bus, Pieter Depuydt, Bram Gadeyne, Dominique D Benoit, Decruyenaere Johan
Attributable Mortality of Ventilator-associated Pneumonia. Replicating Findings, Revisiting Methods. Annals of the American Thoracic Society 18 (5) (2021)
Wen Wei Loh, Beatrijs Moerkerke, Tom Loeys, Stijn Vansteelandt
Nonlinear mediation analysis with high-dimensional mediators whose causal structure is unknown. Biometrics (2020)
Oliver Dukes, Vahe Avagyan, Stijn Vansteelandt
Doubly robust tests of exposure effects under high-dimensional confounding. Biometrics 76 (4) (2020)
Wen Wei Loh, Stijn Vansteelandt
Confounder selection strategies targeting stable treatment effect estimators. Statistics in medicine 40 (3) (2020)
Kelly Van Lancker, An Vandebosch, Stijn Vansteelandt, Filip De Ridder
Evaluating futility of a binary clinical endpoint using early read-outs. Statistics in medicine 38 (28) (2019)
Johan Zetterqvist, Karel Vermeulen, Stijn Vansteelandt, Arvid Sjölander
Doubly robust conditional logistic regression. Statistics in medicine 38 (23) (2019)
Wen Wei Loh, Beatrijs Moerkerke, Tom Loeys, Louise Poppe, Geert Crombez, Stijn Vansteelandt
Estimation of Controlled Direct Effects in Longitudinal Mediation Analyses with Latent Variables in Randomized Studies. Multivariate behavioral research 55 (5) (2019)
Stijn Vansteelandt, Martin Linder, Sjouke Vandenberghe, Johan Steen, Jesper Madsen
Mediation analysis of time-to-event endpoints accounting for repeatedly measured mediators subject to time-varying confounding. Statistics in medicine 38 (24) (2019)
Shaun R Seaman, Oliver Dukes, Ruth H Keogh, Stijn Vansteelandt
Adjusting for time-varying confounders in survival analysis using structural nested cumulative survival time models. Biometrics 76 (2) (2019)