Why Data Lies (and Your Model Might Too): The Curious Case of Simpson's Paradox | HackerNoon
The conditional probability P(Admit∣ Female, Dept) is higher than P(Admit∣ Male, Dept) in Department A, but that advantage gets wiped out when we aggregate everything.