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…
stat.ML2025
Welfare Analysis in Dynamic Models
Victor Chernozhukov, Whitney Newey, Vira Semenova
This paper introduces metrics for welfare analysis in dynamic models. We develop estimation and inference for these parameters even in the presence of a high-dimensional state spac…