Limitations of these Methods
Problems in determining causation
- A correlation does not imply causality
- If A and B are correlated, then
- A could cause B
- B could cause A
- Some other variable could cause both
Confounding variables
- Without experimental control, it is virtually impossible to avoid confounding variables