Causal Discovery of Linear Non-Gaussian Causal Models with Unobserved Confounding

Daniela Schkoda, Elina Robeva, Mathias Drton

We consider linear non-Gaussian structural equation models that involve latent confounding. In this setting, the causal structure is identifiable, but, in general, it is not possib…