Causal programming: inference with structural causal models as finding instances of a relation.
Joshua BruléPublished in: CoRR (2018)
Keyphrases
- causal models
- causal inference
- structural model
- causal discovery
- tractable cases
- causal relationships
- causal reasoning
- causal links
- causal structure
- causal relations
- conditional independence
- causal graph
- observational data
- structural equation models
- directed acyclic graph
- bayes nets
- order sorted logic
- experimental data
- causal effects
- programming language
- independence relations
- causal theories
- abductive reasoning
- additive noise