Strengthening the inference that an association has a cause-effect basis: ruling out other real associations
Type of spurious association
- Effect-Cause (the outcome is actually the cause of the predictor)
Design phase (How to prevent the rival explanation)
- Do a longitudinal study
- Obtain data on the historic sequence of variables
Analysis phase (How to evaluate the rival explanation)
- Consider biologic plausibility