ZaliQL: Causal Inference from Observational Data at Scale.
Babak SalimiCorey ColeDan R. K. PortsDan SuciuPublished in: Proc. VLDB Endow. (2017)
Keyphrases
- causal inference
- observational data
- experimental data
- directed acyclic graph
- causal models
- causal discovery
- sample size
- causal relationships
- latent variables
- abductive reasoning
- additive noise
- causal bayesian networks
- nonmonotonic reasoning
- bayesian networks
- discrete data
- learning algorithm
- sensitivity analysis
- logic programs