Causal Discovery for Linear DAGs with Dependent Latent Variables via Higher-order Cumulants

Ming Cai, Penggang Gao, Hisayuki Hara

This paper addresses the problem of estimating causal directed acyclic graphs in linear non-Gaussian acyclic models with latent confounders (LvLiNGAM). Existing methods assume mutu…