How PC-based Methods Err: Towards Better Reporting of Assumption Violations and Small Sample Errors

Sofia Faltenbacher, Jonas Wahl, Rebecca Herman +1

Causal discovery methods based on the PC algorithm are proven to be sound if all structural assumptions are fulfilled and all conditional independence tests are correct. This ideal…