On Hypothesis Testing Against Conditional Independence With Multiple Decision Centers.
Sadaf SalehkalaibarMichèle A. WiggerRoy TimoPublished in: IEEE Trans. Commun. (2018)
Keyphrases
- hypothesis testing
- conditional independence
- likelihood ratio
- bayesian networks
- graphical models
- random variables
- decision making
- causal models
- learning bayesian networks
- probability distribution
- axiomatic characterization
- statistical tests
- structure learning
- directed acyclic graph
- probabilistic model
- null hypothesis
- confidence intervals
- causal relationships
- computationally efficient
- causal discovery
- hypothesis test