Graphical Models to Causal Discovery from Data.
Luis M. de CamposJosé A. GámezJosé Miguel PuertaPublished in: Probabilistic Graphical Models (2002)
Keyphrases
- graphical models
- database
- data analysis
- random variables
- bayesian networks
- statistical inference
- conditional independence
- model selection
- probabilistic model
- network structure
- belief propagation
- probabilistic inference
- prior knowledge
- probability distribution
- belief networks
- markov networks
- computational complexity