Strengthening the inference that an association has a cause-effect basis: ruling out spurious associations
Type of spurious association
- Chance (due to random error)
Design phase (How to prevent the rival explanation)
- Increase sample size and other strategies (measurement precision and accuracy, and sample size and power)
Analysis phase (How to evaluate the rival explanation)
- Interpret p value in context of prior evidence