Estimation and inference for high-dimensional nonparametric additive instrumental-variables regression

Ziang Niu, Yuwen Gu, Wei Li

The method of instrumental variables provides a fundamental and practical tool for causal inference in many empirical studies where unmeasured confounding between the treatments an…