Doctoral project Oliver Dukes

Statistical methods for causal inference in clinical research

Statistical methods for target trial emulation

Adaptive learning and testing for causal mechanism

Optimal debiased machine learning

New statistical methods for emulating target trials

Data-adaptive causal inference under weak assumptions

Offline and online evaluation of medical treatment decision strategies based on large scale electronic health registers

Optimal causal learning using electronic health records