Test of conditional independence in factor models via Hilbert-Schmidt independence criterion.
Kai XuQing ChengPublished in: J. Multivar. Anal. (2024)
Keyphrases
- conditional independence
- causal models
- bayesian networks
- gaussian model
- probabilistic model
- conditional independencies
- causal independence
- parameter estimation
- axiomatic characterization
- graphical models
- learning bayesian networks
- directed acyclic graph
- structure and parameter learning
- markov property
- causal discovery
- structure learning
- incomplete data
- learning models
- model selection
- support vector machine
- probability distribution
- active learning
- pairwise