Distributionally Robust Causal Inference with Observational Data.

Dimitris Bertsimas Kosuke Imai Michael Lingzhi Li

Published in: CoRR (2022)

Keyphrases

causal inference
observational data
experimental data
causal models
directed acyclic graph
additive noise
latent variables
causal relationships
discrete data
causal discovery
abductive reasoning
nonmonotonic reasoning
rare events
data mining
co occurrence
upper bound
bayesian networks