Learning Linear Non-Gaussian Graphical Models with Multidirected Edges

Yiheng Liu, Elina Robeva, Huanqing Wang

In this paper we propose a new method to learn the underlying acyclic mixed graph of a linear non-Gaussian structural equation model given observational data. We build on an algori…