Two Robust Tools for Inference about Causal Effects with Invalid Instruments

Hyunseung Kang, Youjin Lee, T. Tony Cai +1

Instrumental variables have been widely used to estimate the causal effect of a treatment on an outcome. Existing confidence intervals for causal effects based on instrumental vari…