Parameter identification in linear non-Gaussian causal models under general confounding

Daniele Tramontano, Mathias Drton, Jalal Etesami

Linear non-Gaussian causal models postulate that each random variable is a linear function of parent variables and non-Gaussian exogenous error terms. We study identification of th…