Estimating high-dimensional intervention effects from observational data

Marloes H. Maathuis, Markus Kalisch, Peter Bühlmann

We assume that we have observational data generated from an unknown underlying directed acyclic graph (DAG) model. A DAG is typically not identifiable from observational data, but…