Iterative Causal Discovery in the Possible Presence of Latent Confounders and Selection Bias

Raanan Y. Rohekar, Shami Nisimov, Yaniv Gurwicz +1

We present a sound and complete algorithm, called iterative causal discovery (ICD), for recovering causal graphs in the presence of latent confounders and selection bias. ICD relie…