Debiased Machine Learning: Identification, Estimation, and Shape Constraints

Qihui Chen, Ka Yan Cheng, Zheng Fang

We develop a general framework of identification and estimation for automatic debiased machine learning (DML) where the parameter of interest ${\theta }_0$ is identified by a moment condit…