Assessment of the conditional exchangeability assumption in causal machine learning models: a simulation study

Gerard T. Portela, Jason B. Gibbons, Sebastian Schneeweiss +1

Observational studies developing causal machine learning (ML) models for the prediction of individualized treatment effects (ITEs) seldom conduct empirical evaluations to assess th…