AI, Data Science, Predictions, Machine Learning, Causal Inference.
clear that the age of patients likely had an effect on the amount of medicine prescribed, as well as their life expectancy. The causal graph for this data is shown below. Immediately, it is clear to see that age confounds both medicine dosage and life expectancy; the disease does not feature in the