Conditional products: An alternative approach to conditional independence.
A. Philip DawidMilan StudenýPublished in: AISTATS (1999)
Keyphrases
- conditional independence
- bayesian networks
- independence relations
- chain graphs
- random variables
- graphical models
- probability distribution
- learning bayesian networks
- structure learning
- causal models
- directed acyclic graph
- gaussian model
- markov property
- axiomatic characterization
- bayesian network structure
- conditional probabilities
- statistical independence
- markov blanket
- probability theory
- possibility theory
- probabilistic inference
- neural network
- structure and parameter learning
- causal discovery
- bayes nets
- causal independence
- conditional independencies
- conditional random fields
- markov chain
- state space
- probabilistic model
- pairwise