Profiled Anderson--Rubin Test: Robust Inference Allowing for Direct Effects of Instruments
Instrumental variable analyses often rely on the assumption that instruments affect the outcome only through the endogenous regressor. In many applications, researchers can defend only a plausible range for direct effects of instruments, while conventional sensitivity analyses may be unreliable when instruments are wea...