Computing p-values of LiNGAM outputs via Multiscale Bootstrap

Yusuke Komatsu, Shohei Shimizu, Hidetoshi Shimodaira

Structural equation models and Bayesian networks have been widely used to study causal relationships between continuous variables. Recently, a non-Gaussian method called LiNGAM was…