Sharp Bounds for Generalized Causal Sensitivity Analysis.
Dennis FrauenValentyn MelnychukStefan FeuerriegelPublished in: CoRR (2023)
Keyphrases
- sensitivity analysis
- managerial insights
- influence diagrams
- lower bound
- variational inequalities
- upper and lower bounds
- bayesian networks
- causal relationships
- upper bound
- high quality
- set valued
- lipschitz continuity
- causal reasoning
- average case
- worst case
- vc dimension
- causal inference
- causal independence
- directed acyclic graph