Simpson's Paradox

A relationship seen inside each subgroup reverses when the groups are pooled. The coloured lines slope upward within each group, but the red pooled line slopes downward.

Group A Group B Group C+ pooled fit group-means fit
Average within-group effect
Pooled association
Group-means association
Paradox visible