Approximate Conditional Independence Test using Residuals.
Shinsuke UdaPublished in: ICAART (2) (2020)
Keyphrases
- conditional independence
- bayesian networks
- random variables
- graphical models
- learning bayesian networks
- causal models
- probability distribution
- structure learning
- bayesian network structure
- directed acyclic graph
- probability theory
- gaussian model
- least squares
- axiomatic characterization
- statistical independence
- chain graphs
- possibility theory
- structure and parameter learning
- statistical data
- learning algorithm
- causal discovery