A Bayesian Network Approach for Discovering Variables Affecting Youth Depression.
Euihyun JungPublished in: ICISA (2018)
Keyphrases
- bayesian networks
- causal relationships
- conditional probabilities
- bayesian network structure
- random variables
- markov blanket
- variable elimination
- bayesian network structures
- continuous variables
- hidden variables
- structure learning algorithm
- graphical models
- learning bayesian networks
- probabilistic inference
- inference in bayesian networks
- conditional independencies
- joint probability distribution
- causal discovery
- uncertain knowledge
- structural learning
- bayesian network inference
- probabilistic model
- exact inference
- conditional independence
- relevant variables
- probabilistic networks
- variable selection
- causal bayesian networks
- conditional random fields
- parameter estimation
- observable variables