Balance Optimization Subset Selection (BOSS): An Alternative Approach for Causal Inference with Observational Data.
Alexander G. NikolaevSheldon H. JacobsonWendy K. Tam ChoJason J. SauppeEdward C. SewellPublished in: Oper. Res. (2013)
Keyphrases
- causal inference
- observational data
- subset selection
- experimental data
- causal models
- causal discovery
- directed acyclic graph
- feature selection
- additive noise
- abductive reasoning
- sample size
- latent variables
- bayesian networks
- causal bayesian networks
- discrete data
- rare events
- hill climbing
- causal relationships
- nonmonotonic reasoning
- simulated annealing
- noisy images
- random variables
- search algorithm