Machine learning in causal inference: Application in pharmacovigilance
Monitoring adverse drug events or pharmacovigilance has been promoted by the World
Health Organization to assure the safety of medicines through a timely and reliable …
Health Organization to assure the safety of medicines through a timely and reliable …
An application of matching after learning to stretch (MALTS) to the ACIC 2018 causal inference challenge data
In the learning-to-match framework for causal inference, a parameterized distance metric is
trained on a holdout train set so that the matching yields accurate estimated conditional …
trained on a holdout train set so that the matching yields accurate estimated conditional …