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

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econ.EM2022★ 2 cited

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…