Causal Inference with Unobserved Confounding: A Mixture Learning Perspective

Mansi Sood, Devavrat Shah

Unobserved confounding is a fundamental challenge in causal inference from observational data. This article develops a mixture-learning perspective, viewing latent confounders as s…