Ghent University Academic Bibliography

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Inverse probability of treatment weighting with generalized linear outcome models for doubly robust estimation

Erin E. Gabriel, Michael C. Sachs, Torben Martinussen, Ingeborg Waernbaum, Els Goetghebeur (UGent) , Stijn Vansteelandt (UGent) and Arvid Sjölander

(2024) STATISTICS IN MEDICINE. 43(3). p.534-547
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Dealing with time‐dependent exposures and confounding when defining and estimating attributable fractions : revisiting estimands and estimators

Johan Steen (UGent) , Pawel Morzywolek (UGent) , Wim Van Biesen (UGent) , Johan Decruyenaere (UGent) and Stijn Vansteelandt (UGent)

(2024) STATISTICS IN MEDICINE. 43(5). p.912-934
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Causal inference in survival analysis using longitudinal observational data : sequential trials and marginal structural models

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

(2023) STATISTICS IN MEDICINE. 42(13). p.2191-2225
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Trial emulation and survival analysis for disease incidence registers : a case study on the causal effect of pre-emptive kidney transplantation

Camila Olarte Parra (UGent) , Ingeborg Waernbaum, Staffan Schön and Els Goetghebeur (UGent)

(2022) STATISTICS IN MEDICINE. 41(21). p.4176-4199
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On estimation and cross–validation of dynamic treatment regimes with competing risks

Pawel Morzywolek (UGent) , Johan Steen (UGent) , Wim Van Biesen (UGent) , Johan Decruyenaere (UGent) and Stijn Vansteelandt (UGent)

(2022) STATISTICS IN MEDICINE. 41(26). p.5258-5275
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- Miscellaneous
Two decades of statistical education collaboration in the global South : lessons learned from an Ethiopian project and the way forward

Luc Duchateau (UGent) and Paul Janssen

(2022) STATISTICS IN MEDICINE. 41(5). p.845-846
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Translating questions to estimands in randomized clinical trials with intercurrent events

Mats J. Stensrud and Oliver Dukes (UGent)

(2022) STATISTICS IN MEDICINE. 41(16). p.3211-3228
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Confounder selection strategies targeting stable treatment effect estimators

Wen Wei Loh (UGent) and Stijn Vansteelandt (UGent)

(2021) STATISTICS IN MEDICINE. 40(3). p.607-630
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Semiparametric linear transformation models for indirectly observed outcomes

Jan De Neve (UGent) and Heidelinde Dehaene (UGent)

(2021) STATISTICS IN MEDICINE. 40(9). p.2286-2303
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- Miscellaneous
Editorial

Simon Day, Els Goetghebeur (UGent) , Joel Greenhouse and Robert Platt

(2021) STATISTICS IN MEDICINE. 40(1). p.1-2

Academic Bibliography

Inverse probability of treatment weighting with generalized linear outcome models for doubly robust estimation

Dealing with time‐dependent exposures and confounding when defining and estimating attributable fractions : revisiting estimands and estimators

Causal inference in survival analysis using longitudinal observational data : sequential trials and marginal structural models

Trial emulation and survival analysis for disease incidence registers : a case study on the causal effect of pre-emptive kidney transplantation

On estimation and cross–validation of dynamic treatment regimes with competing risks

Two decades of statistical education collaboration in the global South : lessons learned from an Ethiopian project and the way forward

Translating questions to estimands in randomized clinical trials with intercurrent events

Confounder selection strategies targeting stable treatment effect estimators

Semiparametric linear transformation models for indirectly observed outcomes

Editorial

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