Your Assumed DAG is Wrong and Here's How To Deal With It

Kirtan Padh, Zhufeng Li, Cecilia Casolo +1

Assuming a directed acyclic graph (DAG) that represents prior knowledge of causal relationships between variables is a common starting point for cause-effect estimation. Existing l…