Mitigating Hidden Confounding by Progressive Confounder Imputation via Large Language Models

Hao Yang, Haoxuan Li, Luyu Chen +3

Hidden confounding remains a central challenge in estimating treatment effects from observational data, as unobserved variables can lead to biased causal estimates. While recent wo…