Debiased machine learning for counterfactual survival functionals based on left-truncated right-censored data

Eric R. Morenz, Charles J. Wolock, Marco Carone

Learning causal effects of a binary exposure on time-to-event endpoints can be challenging because survival times may be partially observed due to censoring and systematically bias…