Causal discovery methods based on constrained functional causal models
In this section, we would like to introduce causal discovery methods based on constrained functional causal models. Now we have LiNGAM-based methods (ICA-based LiNGAM , DirectLiNGAM , VAR-LiNGAM , RCD , and CAM-UV ), post-nonlinear (PNL ) causal models, and additive noise models (ANM ).
- LiNGAM-based Methods
- Post-nonlinear causal models
- Additive noise models