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Causal estimands and estimation for randomized clinical trials with intercurrent events : addressing extrapolation
(2023) -
- PhD Thesis
- open access
Causal inference methods to optimize clinical decision-making in treatment initiation based on routinely collected data
(2023) -
Optimizing treatment effect estimation in randomized trials by leveraging baseline covariates and early read-outs
(2021) -
- PhD Thesis
- open access
Causal inference in meta-analysis and mediation analysis
(2020) -
- PhD Thesis
- open access
Estimation of conditional causal effects under model uncertainty
(2019) -
- PhD Thesis
- open access
Statistical models for causal mediation in within-subject designs : dealing with unmeasured confounders and interactions
(2018) -
- PhD Thesis
- open access
Mediation analysis of randomised experiments
(2017) -
- PhD Thesis
- open access
Marginal structural and structural nested models for causal inference in hospital epidemiology
(2016) -
- PhD Thesis
- open access
Flexible causal mediation analysis using natural effect models
(2016) -
- PhD Thesis
- open access
Bias-reduced doubly robust estimation
(2015) -
- PhD Thesis
- open access
On quantifying quality of care
(2015) -
From parametric towards nonparametric mixed modeling of correlated data
(2012) -
- PhD Thesis
- open access
Do patients die from or with infection? : finding the answer through causal analysis of longitudinal intensive care unit data
(2011) -
Sexual behaviour and the spread of HIV: statistical and epidemiological modelling applications
(2010) -
- PhD Thesis
- open access
Measurement error and causal inference with instrumental variables
(2009) -
- PhD Thesis
- open access
From clustered data to causal inference : new methodology motivated by the analysis of subfertility treatments
(2008)