ρ-GNF : A Novel Sensitivity Analysis Approach Under Unobserved Confounders.
Sourabh BalgiJosé M. PeñaAdel DaoudPublished in: CoRR (2022)
Keyphrases
- sensitivity analysis
- observational data
- managerial insights
- experimental data
- influence diagrams
- directed acyclic graph
- hidden variables
- partially observed
- latent variables
- causal relationships
- causal effects
- causal discovery
- variational inequalities
- decision variables
- sample size
- bayesian networks
- viewpoint
- data sets
- causal models
- reduced set
- objective function