Estimating Continuous Treatment Effects in Panel Data using Machine Learning with a Climate Application

Sylvia Klosin, Max Vilgalys

Economists often estimate continuous treatment effects in panel data using linear two-way fixed effects models (TWFE). When the treatment-outcome relationship is nonlinear, TWFE is…