Semiparametric Causal Discovery and Inference with Invalid Instruments

Jing Zou, Wei Li, Wei Lin

Learning causal relationships among a set of variables, as encoded by a directed acyclic graph, from observational data is complicated by the presence of unobserved confounders. In…