Beyond Markov: Accounting for Independence Violations in Causal Reasoning.
Bob RehderPublished in: CogSci (2016)
Keyphrases
- causal reasoning
- conditional independence
- causal models
- directed acyclic graph
- dependence structure
- structure learning
- markov chain
- random variables
- markov model
- causal knowledge
- knowledge representation
- qualitative simulation
- quickbooks pro
- bayesian networks
- graphical models
- markov processes
- bayes net
- markov property
- machine learning
- data mining