Identification in Tree-shaped Linear Structural Causal Models.
Benito van der ZanderMarcel WienöbstMarkus BläserMaciej LiskiewiczPublished in: AISTATS (2022)
Keyphrases
- causal models
- tree shaped
- structural equation models
- structural model
- causal discovery
- conditional independence
- causal relations
- directed acyclic graph
- causal inference
- causal relationships
- causal reasoning
- causal structure
- causal graph
- causal ordering
- tractable cases
- structural information
- observational data
- linear model
- diagnostic problem solving
- decision making