A Characterization of Markov Equivalence Classes of Relational Causal Models under Path Semantics.
Sanghack LeeVasant G. HonavarPublished in: UAI (2016)
Keyphrases
- causal models
- directed acyclic graph
- causal discovery
- markov equivalence classes
- causal relationships
- structural model
- conditional independence
- structural equation models
- causal relations
- causal graph
- causal structure
- relational databases
- causal inference
- causal reasoning
- equivalence class
- data model
- tractable cases
- equivalence classes
- random variables
- relational structures
- directed graph
- logic programming
- diagnostic problem solving