Tail Sensitivity Analysis in Bayesian Networks.
Enrique F. CastilloCristina SolaresPatricia GómezPublished in: UAI (1996)
Keyphrases
- sensitivity analysis
- bayesian networks
- managerial insights
- influence diagrams
- learning bayesian networks
- structure learning
- graphical models
- conditional independence
- probabilistic model
- probability distribution
- variational inequalities
- probabilistic reasoning
- random variables
- power law
- expert knowledge
- incomplete data
- diagnostic reasoning
- extreme value theory
- bayesian network learning
- inference in bayesian networks
- heavy tailed
- multiply sectioned bayesian networks
- decision variables
- bayesian network classifiers
- conditional probabilities
- bayesian belief networks
- probabilistic inference
- approximation algorithms
- expert systems