Local Causal Discovery for Estimating Causal Effects.
Shantanu GuptaDavid ChildersZachary C. LiptonPublished in: CoRR (2023)
Keyphrases
- causal discovery
- causal effects
- causal relationships
- observational data
- causal models
- causal relations
- structural equation models
- causal structure
- bayesian networks
- discovery process
- directed acyclic graph
- experimental data
- data mining
- linear models
- conditional independence
- influence diagrams
- probabilistic model
- dimension reduction
- state space
- training data