Table 2:
Learning Method | Representation | Causal Intrepretation | Latents | Correctness Proof |
---|---|---|---|---|
GLASSO | Undirected graph | no | no | yes |
Hillclimbing | DAG | yes | no | no |
GFCI | PAG | yes | allowed yes | |
Factor analysis | Factor model | no | modeled no | |
FOFC | Latent variable model | yes | modeled | yes |