Data Science, Causal Inference, Statistics, Towards Data Science.
difference, we usually use average causal effect E(Y1-Y0), it is a marginal effect because it averages over all individual-level effects in the population. How do we identify the changes in CD4 count (Y) is caused by the treatment (A=1), not something else? Assumptions Causal diagram representing