Relationship between Collider Bias and Interactions on the Log-Additive Scale

Apostolos Gkatzionis, Shaun R. Seaman, Rachael A. Hughes +1

Collider bias occurs when conditioning on a common effect (collider) of two variables $X,Y$. In this manuscript, we quantify the collider bias in the estimated association between…