Discovery of non-gaussian linear causal models using ICA

Shohei Shimizu, Aapo Hyvarinen, Yutaka Kano +1

In recent years, several methods have been proposed for the discovery of causal structure from non-experimental data (Spirtes et al. 2000; Pearl 2000). Such methods make various as…