Data Science, Causal Inference, Statistics, Towards Data Science, Targeted Learning.
think of the previous case where we have two groups getting two different drugs A and B. Our aim is to measure Average Treatment Effect (ATE=E[Y(A=1)]−E[Y(A=0)]) in order to compare the treatments. We call patient’s data point X — it may contain features like patients’ age, gender, occupation,