The Book of Why: The New Science of Cause and Effect (Penguin Science)

by Judea Pearl

This example is a case of a more general phenomenon called Simpson’s paradox. Chapter 6 will discuss when it is appropriate to segregate data into separate groups and will explain why spurious correlations can emerge from aggregation.