Double Machine Learning of Continuous Treatment Effects with Additive Instrumental Variables

Shuyuan Chen, Peng Zhang, Yifan Cui

Estimating causal effects of continuous treatments is a common problem in practice, for example, in studying average dose-response functions. Classical analyses typically assume th…