Causality, Simpson's Paradox, and Context-Specific Independence.
Manon J. SanscartierEric NeufeldPublished in: ECSQARU (2005)
Keyphrases
- context specific independence
- probabilistic inference
- bayesian networks
- probabilistic model
- causal relationships
- domain knowledge
- conditional independencies
- causal models
- causal relations
- graphical models
- conditional probabilities
- influence diagrams
- naive bayes models
- belief networks
- logistic regression
- structure learning
- conditional probability tables
- random variables
- image segmentation
- higher order
- bayesian belief networks