Comments on "Testing Conditional Independence of Discrete Distributions".
Ilmun KimPublished in: CoRR (2022)
Keyphrases
- conditional independence
- random variables
- probability distribution
- continuous domains
- gaussian model
- bayesian networks
- graphical models
- learning bayesian networks
- structure learning
- bayesian network structure
- continuous variables
- directed acyclic graph
- causal models
- statistical independence
- possibility theory
- joint distribution
- efficient algorithms to compute
- conditional independencies
- chain graphs
- probability theory
- latent variables
- conditional independence tests
- structure and parameter learning
- markov property
- marginal distributions
- posterior probability
- causal independence
- conditional probabilities
- axiomatic characterization
- random walk
- mutual information
- probabilistic model