Simpson's Paradox
The problem
You're choosing between two hospitals. The data:
| Mild cases | Severe cases | Overall | |
|---|---|---|---|
| Hospital A | 93% | 50% | 92% |
| Hospital B | 97% | 55% | 85% |
Hospital A wins overall. Hospital B wins in both subgroups.
Which hospital is actually better?