Ghent University Academic Bibliography

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Assumption‐lean inference for generalised linear model parameters

Stijn Vansteelandt (UGent) and Oliver Dukes (UGent)

(2022) JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY. 84(3). p.657-685
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Authors' reply to the discussion of ‘Assumption‐lean inference for generalised linear model parameters’ by Vansteelandt and Dukes

Stijn Vansteelandt (UGent) and Oliver Dukes (UGent)

(2022) JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY. 84(3). p.729-739
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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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A statistical test to reject the structural interpretation of a latent factor model

Tyler J. VanderWeele and Stijn Vansteelandt (UGent)

(2022) JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY. 84(5). p.2032-2054
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Discussion on 'distributional independent component analysis for diverse neuroimaging modalities' by Ben Wu, Subhadip Pal, Jian Kang, and Ying Guo

Beatrijs Moerkerke (UGent) and Ruth Seurinck (UGent)

(2022) BIOMETRICS. 78(3).
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Rejoinder to discussions on 'Instrumental variable estimation of the causal hazard ratio'

Linbo Wang, Eric Tchetgen Tchetgen, Torben Martinussen and Stijn Vansteelandt (UGent)

(2022) BIOMETRICS.
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Demystifying statistical learning based on efficient influence functions

Oliver Hines, Oliver Dukes (UGent) , Karla Diaz-Ordaz and Stijn Vansteelandt (UGent)

(2022) AMERICAN STATISTICIAN. 76(3). p.292-304
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Statistical detection of synergy : new methods and a comparative study

Olivier Thas (UGent) , Annelies Tourny (UGent) , Bie Verbist, Stijn Hawinkel, Maxim Nazarov, Kathy Mutambanengwe and Luc Bijnens

(2022) PHARMACEUTICAL STATISTICS. 21(2). p.345-360
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Longitudinal mediation analysis of time-to-event endpoints in the presence of competing risks

Tat-Thang Vo, Hilary Davies-Kershaw, Ruth Hackett and Stijn Vansteelandt (UGent)

(2022) LIFETIME DATA ANALYSIS. 28(3). p.380-400

Academic Bibliography

Assumption‐lean inference for generalised linear model parameters

Authors' reply to the discussion of ‘Assumption‐lean inference for generalised linear model parameters’ by Vansteelandt and Dukes

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

A statistical test to reject the structural interpretation of a latent factor model

Discussion on 'distributional independent component analysis for diverse neuroimaging modalities' by Ben Wu, Subhadip Pal, Jian Kang, and Ying Guo

Rejoinder to discussions on 'Instrumental variable estimation of the causal hazard ratio'

Demystifying statistical learning based on efficient influence functions

Statistical detection of synergy : new methods and a comparative study

Longitudinal mediation analysis of time-to-event endpoints in the presence of competing risks

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