Panel Local Projections without Fixed-Effects: A Cumulative-Difference OLS Estimator
June 29, 2026
Despite their popularity, the theoretical properties of panel local projections remain only partially understood. Recent work has shown that conventional fixed-effects estimators suffer from an incidental parameter bias. This paper proposes a new unbiased estimator based on pooled OLS and long-differences.