Front-door Reducibility: Reducing ADMGs to the Standard Front-door Setting via a Graphical Criterion

Jianqiao Mao, Max A. Little

Front-door adjustment gives a simple closed-form identification formula under the classical front-door criterion, but its applicability is often viewed as narrow. By contrast, the…