A Bayesian network approach to making inferences in causal maps.
Sucheta NadkarniPrakash P. ShenoyPublished in: Eur. J. Oper. Res. (2001)
Keyphrases
- bayesian networks
- making inferences
- causal relationships
- causal independence
- causal discovery
- data dependencies
- probabilistic model
- incomplete data
- graphical models
- conditional probabilities
- conditional independence
- structure learning
- random variables
- causal knowledge
- nested relations
- probabilistic inference
- probability distribution
- structural learning
- causal bayesian networks
- causal models
- missing values
- causal reasoning
- database design
- knn