2021
How and Why to Use Experimental Data to Evaluate Methods for Observational Causal Inference
ICML 2021spotlight
Methods that infer causal dependence from observational data are central to many areas of science, including medicine, economics, and the social sciences. A variety of theoretical properties of these methods have been proven, but empirical evaluation remains a challenge, largely due to the lack of o…