Flexible machine learning estimation of conditional average treatment effects: a blessing and a curse

Richard Post, Isabel van den Heuvel, Marko Petkovic +1

Causal inference from observational data requires untestable identification assumptions. If these assumptions apply, machine learning (ML) methods can be used to study complex form…