Bayesian network-response regression.
Lu WangDaniele DuranteRex E. JungDavid B. DunsonPublished in: Bioinform. (2017)
Keyphrases
- bayesian networks
- regression model
- regression problems
- model selection
- learning bayesian networks
- bayesian network inference
- uncertain knowledge
- linear regression
- regression analysis
- polynomial regression
- locally weighted
- probabilistic reasoning
- conditional independence
- incomplete data
- structural learning
- probabilistic model
- random variables
- ridge regression
- regression method
- diagnostic reasoning
- regression methods
- neural network
- search space
- graphical models
- parameter estimation
- parameter learning
- missing data
- support vector regression
- causal relationships
- data sets
- gaussian processes