Sensitivity analysis of Bayesian networks to parameters of the conditional probability model using a Beta regression approach.
Jérémy RohmerPierre GehlPublished in: Expert Syst. Appl. (2020)
Keyphrases
- sensitivity analysis
- probability model
- bayesian networks
- probability distribution
- managerial insights
- conditional probabilities
- influence diagrams
- statistical model
- variational inequalities
- probabilistic model
- quantile regression
- parameter learning
- graphical models
- structure learning
- rbfnn
- conditional independence
- probabilistic inference
- regression model
- bit plane
- linear regression model
- nonlinear regression
- scale parameter
- sets of probability measures