Instrumental variables as bias amplifiers with general outcome and confounding

Peng Ding, Tyler VanderWeele, James Robins

Drawing causal inference with observational studies is the central pillar of many disciplines. One sufficient condition for identifying the causal effect is that the treatment-outc…