Causal Dantzig: fast inference in linear structural equation models with hidden variables under additive interventions

Dominik Rothenhäusler, Peter Bühlmann, Nicolai Meinshausen

Causal inference is known to be very challenging when only observational data are available. Randomized experiments are often costly and impractical and in instrumental variable re…