Resolution of Simpson's paradox via the common cause principle

A. Hovhannisyan, A. E. Allahverdyan

Simpson's paradox is an obstacle to establishing a probabilistic association between two events $a_1$ and $a_2$, given the third (lurking) random variable $B$. We focus on scenario…