Accelerating Linear Causal Model Discovery Using Hoeffding Bounds.
Gang LiHonghua DaiYiqing TuTarkan KurtPublished in: PRICAI (2004)
Keyphrases
- causal models
- causal discovery
- structural equation models
- conditional independence
- causal relations
- causal structure
- causal relationships
- upper bound
- directed acyclic graph
- causal graph
- structural model
- discovery process
- causal reasoning
- observational data
- causal inference
- causal ordering
- physical systems
- data mining
- lower bound
- linear model
- error bounds
- linear functions
- knowledge discovery
- np hard
- conditional independencies
- diagnostic problem solving