Ghent University Academic Bibliography

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Out-of-sample R2 : estimation and inference

Stijn Hawinkel (UGent) , Willem Waegeman (UGent) and Steven Maere (UGent)

(2024) AMERICAN STATISTICIAN. 78(1). p.15-25
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Adjusting for time-varying treatment switches in randomized clinical trials : the danger of extrapolation and how to address it

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

(2024) STATISTICS IN BIOPHARMACEUTICAL RESEARCH. 17(1). p.54-66
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Structural mean models for instrumented difference-in-differences

Tat-Thang Vo, Ting Ye, Ashkan Ertefaie, Samrat Roy, James Flory, Sean Hennessy, Stijn Vansteelandt (UGent) and Dylan S. Small

(2024) ELECTRONIC JOURNAL OF STATISTICS. 18(2). p.5132-5155
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Assumption-lean cox regression

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

(2024) JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION. 119(545). p.475-484
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Discussion on : 'Simple or complex statistical models : non-traditional regression models with intuitive interpretations' by Gillian Z. Heller

Jan Beyersmann, Guadalupe Gómez Melis, Thomas Kneib, Geert Molenberghs, Vito Muggeo, Stijn Vansteelandt (UGent) and Gillian Z. Heller

(2024) STATISTICAL MODELLING. 24(6). p.520-540
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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, Wim Van Biesen (UGent) , Johan Decruyenaere (UGent) and Stijn Vansteelandt (UGent)

(2024) STATISTICS IN MEDICINE. 43(5). p.912-934
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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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Impedimetric biofilm characterization with microelectrode arrays using equivalent electrical circuit features and ensemble classifiers

Maxime Van Haeverbeke (UGent) , Charlotte Cums, Thijs Vackier, Dries Braeken, Michiel Stock (UGent) , Hans Steenackers and Bernard De Baets (UGent)

(2024) CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS. 244.
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Generalizing the intention-to-treat effect of an active control from historical placebo-controlled trials : a case study of the efficacy of daily oral TDF/FTC in the HPTN 084 study

Qijia He, Fei Gao, Oliver Dukes (UGent) , Sinead Delany-Moretlwe and Bo Zhang

(2024) JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION. 119(548). p.2478-2492
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Lossless approximate pattern matching : automated design of efficient search schemes

Luca Renders (UGent) , Lore Depuydt (UGent) , Sven Rahmann and Jan Fostier (UGent)

(2024) JOURNAL OF COMPUTATIONAL BIOLOGY. 31(10). p.975-989

Academic Bibliography

Out-of-sample R2 : estimation and inference

Adjusting for time-varying treatment switches in randomized clinical trials : the danger of extrapolation and how to address it

Structural mean models for instrumented difference-in-differences

Assumption-lean cox regression

Discussion on : 'Simple or complex statistical models : non-traditional regression models with intuitive interpretations' by Gillian Z. Heller

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

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

Impedimetric biofilm characterization with microelectrode arrays using equivalent electrical circuit features and ensemble classifiers

Generalizing the intention-to-treat effect of an active control from historical placebo-controlled trials : a case study of the efficacy of daily oral TDF/FTC in the HPTN 084 study

Lossless approximate pattern matching : automated design of efficient search schemes

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