Double Debiased Machine Learning Nonparametric Inference with Continuous Treatments

Kyle Colangelo, Ying-Ying Lee

We propose a doubly robust inference method for causal effects of continuous treatment variables, under unconfoundedness and with nonparametric or high-dimensional nuisance functio…