A Graphical Characterization of Lattice Conditional Independence Models.
Steen A. AnderssonDavid MadiganMichael D. PerlmanChristopher M. TriggsPublished in: Ann. Math. Artif. Intell. (1997)
Keyphrases
- conditional independence
- chain graphs
- axiomatic characterization
- graphical models
- bayesian networks
- causal models
- gaussian model
- structure and parameter learning
- random variables
- probabilistic model
- learning bayesian networks
- causal independence
- bayes nets
- statistical data
- markov property
- factor graphs
- directed acyclic graph
- probabilistic inference
- prior knowledge