Inferring Treatment Effects in Large Panels by Uncovering Latent Similarities

Ben Deaner, Chen-Wei Hsiang, Andrei Zeleneev

The presence of unobserved confounders is one of the main challenges in identifying treatment effects. In this paper, we propose a new approach to causal inference using panel data…