Scoring Bayesian networks of mixed variables.
Bryan AndrewsJoseph D. RamseyGregory F. CooperPublished in: Int. J. Data Sci. Anal. (2018)
Keyphrases
- bayesian networks
- conditional probabilities
- bayesian network structure
- markov blanket
- hidden variables
- variable elimination
- causal relationships
- random variables
- structure learning algorithm
- continuous variables
- bayesian network structures
- conditional independencies
- relevant variables
- observable variables
- structure learning
- expert knowledge
- conditional independence
- learning bayesian networks
- probabilistic inference
- bayesian belief networks
- probabilistic reasoning
- probabilistic modeling
- variable selection
- graphical models
- inference in bayesian networks
- conditional probability tables
- logistic regression
- approximate inference
- incomplete data
- probabilistic model