A Conditional Independence Test in the Presence of Discretization.
Boyang SunYu YaoHuangyuan HaoYumou QiuKun ZhangPublished in: CoRR (2024)
Keyphrases
- conditional independence
- bayesian networks
- random variables
- graphical models
- probability distribution
- structure learning
- learning bayesian networks
- causal models
- directed acyclic graph
- structure and parameter learning
- possibility theory
- bayesian network structure
- conditional independencies
- statistical independence
- axiomatic characterization
- chain graphs
- belief propagation
- naive bayes classifier
- continuous domains
- continuous variables
- causal discovery