ParceLiNGAM: A causal ordering method robust against latent confounders

Tatsuya Tashiro, Shohei Shimizu, Aapo Hyvarinen +1

We consider learning a causal ordering of variables in a linear non-Gaussian acyclic model called LiNGAM. Several existing methods have been shown to consistently estimate a causal…