Nonparametric tests for conditional independence in two-way contingency tables.
Gery GeenensLéopold SimarPublished in: J. Multivar. Anal. (2010)
Keyphrases
- conditional independence
- contingency tables
- statistical inference
- graphical models
- bayesian networks
- conditional independence tests
- random variables
- probability distribution
- structure learning
- causal models
- marginal distributions
- directed acyclic graph
- probabilistic model
- hypothesis testing
- raw data
- statistical tests
- model selection
- axiomatic characterization
- conditional random fields
- pattern discovery
- markov random field
- state space
- knowledge discovery