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. 2018 Dec 5;2018:710–719.

Table 2:

Comparison of utilized learning methods

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