Causal Order Identification to Address Confounding: Binary Variables

Joe Suzuki, Yusuke Inaoka

This paper considers an extension of the linear non-Gaussian acyclic model (LiNGAM) that determines the causal order among variables from a dataset when the variables are expressed…