Causal Discovery Using Proxy Variables.
Mateo Rojas-CarullaMarco BaroniDavid Lopez-PazPublished in: CoRR (2017)
Keyphrases
- causal discovery
- causal relationships
- causal models
- causal structure
- markov blanket
- directed acyclic graph
- observational data
- bayesian networks
- causal relations
- conditional independence
- linear non gaussian
- discovery process
- causal ordering
- data mining
- prior knowledge
- structural equation models
- databases
- directed graph
- probability distribution
- association rules
- data analysis
- causal effects