Identification In Missing Data Models Represented By Directed Acyclic Graphs.
Rohit BhattacharyaRazieh NabiIlya ShpitserJames M. RobinsPublished in: UAI (2019)
Keyphrases
- directed acyclic graph
- data model
- databases
- equivalence class
- structural learning
- random variables
- causal models
- conditional independence
- database systems
- causal discovery
- query language
- bayesian network structure
- equivalence classes
- directed graph
- causal reasoning
- data sources
- markov property
- bayesian networks
- observational data
- structural equation models
- undirected graph
- database
- missing data
- rough sets
- higher order