From Temporal to Contemporaneous Iterative Causal Discovery in the Presence of Latent Confounders

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

We present a constraint-based algorithm for learning causal structures from observational time-series data, in the presence of latent confounders. We assume a discrete-time, statio…