backShift: Learning causal cyclic graphs from unknown shift interventions

Dominik Rothenhäusler, Christina Heinze, Jonas Peters +1

We propose a simple method to learn linear causal cyclic models in the presence of latent variables. The method relies on equilibrium data of the model recorded under a specific ki…