Ghent University Academic Bibliography

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A novel estimand to adjust for rescue treatment in randomized clinical trials

Hege Michiels (UGent) , Cristina Sotto, An Vandebosch (UGent) and Stijn Vansteelandt (UGent)

(2021) STATISTICS IN MEDICINE. 40(9). p.2257-2271
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Principled selection of baseline covariates to account for censoring in randomized trials with a survival endpoint

Kelly Van Lancker (UGent) , Oliver Dukes (UGent) and Stijn Vansteelandt (UGent)

(2021) STATISTICS IN MEDICINE.
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- Journal Article
- A1
- open access
Simulating longitudinal data from marginal structural models using the additive hazard model

Ruth H. Keogh, Shaun R. Seaman, Jon Michael Gran and Stijn Vansteelandt (UGent)

(2021) BIOMETRICAL JOURNAL.
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- Journal Article
- A1
- open access
Causal inference concepts applied to three observational studies in the context of vaccine development : from theory to practice

Emilia Gvozdenović, Lucio Malvisi, Elisa Cinconze, Stijn Vansteelandt (UGent) , Phoebe Nakanwagi, Emmanuel Aris and Dominique Rosillon

(2021) BMC MEDICAL RESEARCH METHODOLOGY. 21(1).
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- Journal Article
- A1
- open access
Estimating the effect of healthcare-associated infections on excess length of hospital stay using inverse probability-weighted survival curves

Koen B. Pouwels, Stijn Vansteelandt (UGent) , Rahul Batra, Jonathan Edgeworth, Sarah Wordsworth and Julie V. Robotham

(2020) CLINICAL INFECTIOUS DISEASES. 71(9). p.E415-E420
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- Journal Article
- A1
- open access
Doubly robust tests of exposure effects under high-dimensional confounding

Oliver Dukes (UGent) , Vahe Avagyan and Stijn Vansteelandt (UGent)

(2020) BIOMETRICS. 76(4). p.1190-1200
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Estimation of controlled direct effects in longitudinal mediation analyses with latent variables in randomized studies

Wen Wei Loh (UGent) , Beatrijs Moerkerke (UGent) , Tom Loeys (UGent) , Louise Poppe (UGent) , Geert Crombez (UGent) and Stijn Vansteelandt (UGent)

(2020) MULTIVARIATE BEHAVIORAL RESEARCH. 55(5). p.763-785
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Randomization inference with general interference and censoring

Wen Wei Loh (UGent) , Michael G. Hudgens, John D. Clemens, Mohammad Ali and Michael E. Emch

(2020) BIOMETRICS. 76(1). p.235-245
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How to obtain valid tests and confidence intervals after propensity score variable selection?

Oliver Dukes (UGent) and Stijn Vansteelandt (UGent)

(2020) STATISTICAL METHODS IN MEDICAL RESEARCH. 29(3). p.677-694
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- Journal Article
- A1
- open access
Adjusting for time‐varying confounders in survival analysis using structural nested cumulative survival time models

Shaun Seaman, Oliver Dukes (UGent) , Ruth Keogh and Stijn Vansteelandt (UGent)

(2020) BIOMETRICS. 76(2). p.472-483

Academic Bibliography

A novel estimand to adjust for rescue treatment in randomized clinical trials

Principled selection of baseline covariates to account for censoring in randomized trials with a survival endpoint

Simulating longitudinal data from marginal structural models using the additive hazard model

Causal inference concepts applied to three observational studies in the context of vaccine development : from theory to practice

Estimating the effect of healthcare-associated infections on excess length of hospital stay using inverse probability-weighted survival curves

Doubly robust tests of exposure effects under high-dimensional confounding

Estimation of controlled direct effects in longitudinal mediation analyses with latent variables in randomized studies

Randomization inference with general interference and censoring

How to obtain valid tests and confidence intervals after propensity score variable selection?

Adjusting for time‐varying confounders in survival analysis using structural nested cumulative survival time models

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