A regression-based approach for bidirectional proximal causal inference in the presence of unmeasured confounding

Jiaqi Min, Xueyue Zhang, Shanshan Luo

Proxy variables are commonly used in causal inference when unmeasured confounding exists. While most existing proximal methods assume a unidirectional causal relationship between t…