Causal and counterfactual views of missing data models.
Razieh NabiRohit BhattacharyaIlya ShpitserJames M. RobinsPublished in: CoRR (2022)
Keyphrases
- data model
- causal reasoning
- databases
- database systems
- database
- multiple views
- relational model
- missing data
- query language
- object oriented
- causal discovery
- causal models
- causal relationships
- data sources
- data integration
- causal independence
- database integration
- data modeling
- artificial intelligence
- bayesian networks
- object model
- single view
- causal knowledge
- causal relations
- logical framework
- incomplete data
- relational algebra
- missing values
- viewpoint
- database management systems