Constraint-based Causal Discovery for Non-Linear Structural Causal Models with Cycles and Latent Confounders.
Patrick ForréJoris M. MooijPublished in: CoRR (2018)
Keyphrases
- causal discovery
- causal models
- observational data
- structural model
- causal relationships
- causal structure
- causal inference
- conditional independence
- directed acyclic graph
- latent variables
- structural equation models
- causal reasoning
- discovery process
- causal relations
- causal graph
- causal effects
- markov blanket
- databases
- probabilistic model
- bayesian networks
- decision making
- feature selection