Discovering Ancestral Instrumental Variables for Causal Inference from Observational Data.
Debo ChengJiuyong LiLin LiuKui YuThuc Duy LeJixue LiuPublished in: CoRR (2022)
Keyphrases
- observational data
- causal inference
- experimental data
- directed acyclic graph
- causal structure
- causal models
- causal discovery
- causal relationships
- causal effects
- latent variables
- causal bayesian networks
- sample size
- bayesian networks
- discovery process
- databases
- causal relations
- model selection
- probabilistic model
- machine learning