causal inference 1consumer welfare 1elasticity estimation 1nonseparable models 1panel data 1structural estimation 1
From the 1 of 2 linked papers with an AI index.
2 papers
econ.EM2026
Linear Estimation of Structural and Causal Effects for Nonseparable Panel Data
Victor Chernozhukov, Ben Deaner, Ying Gao +2
The paper proposes linear sieve estimators with bias‑corrected ridge regressions to identify structural and causal effects in nonseparable panel data models that feature time‑varyi…
econ.EM2025
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…