Bayesian test of independence and conditional independence of two ordinal variables.
Zahra SaberiMojtab GanjaliPublished in: J. Stat. Theory Appl. (2015)
Keyphrases
- conditional independence
- bayesian networks
- random variables
- causal models
- bayesian network structure
- conditional independencies
- directed acyclic graph
- graphical models
- independence relations
- conditional dependencies
- probability distribution
- learning bayesian networks
- axiomatic characterization
- structure learning algorithm
- structure learning
- markov property
- markov blanket
- structure and parameter learning
- conditional independence tests
- bayes nets
- continuous variables
- statistical independence
- possibility theory
- causal relations
- probability theory
- conditional probabilities
- causal discovery
- bayes net
- causal relationships
- probabilistic inference
- posterior probability
- factor graphs
- hidden variables
- posterior distribution
- chain graphs
- search space
- marginal distributions
- incomplete information