Sensitivity Analysis of Linear Structural Causal Models.
Carlos CinelliDaniel KumorBryant ChenJudea PearlElias BareinboimPublished in: ICML (2019)
Keyphrases
- sensitivity analysis
- causal models
- structural equation models
- structural model
- causal discovery
- managerial insights
- causal relations
- causal relationships
- influence diagrams
- variational inequalities
- conditional independence
- causal reasoning
- directed acyclic graph
- causal graph
- causal structure
- causal inference
- closed form
- causal ordering
- closed form solutions
- prior knowledge
- online discussion
- knowledge representation
- probability distribution