Identification In Missing Data Models Represented By Directed Acyclic Graphs.
Rohit BhattacharyaRazieh NabiIlya ShpitserJames M. RobinsPublished in: CoRR (2019)
Keyphrases
- directed acyclic graph
- data model
- structural learning
- databases
- equivalence class
- equivalence classes
- random variables
- directed graph
- causal models
- bayesian network structure
- database systems
- conditional independence
- causal discovery
- missing values
- causal reasoning
- incomplete data
- database
- xml documents
- temporal information
- probability distribution
- query language
- reinforcement learning