Structural Causal Models Are (Solvable by) Credal Networks.
Marco ZaffalonAlessandro AntonucciRafael CabañasPublished in: CoRR (2020)
Keyphrases
- causal models
- structural model
- credal networks
- independence relations
- directed acyclic graph
- causal discovery
- conditional independence
- bayesian networks
- causal relationships
- causal relations
- special case
- maximum entropy
- structural equation models
- np complete
- tractable cases
- causal reasoning
- set valued
- causal structure
- causal graph
- markov models
- np hard
- graphical models