AI, Data Science, Predictions, Machine Learning, Causal Inference.
disentangle which information comes solely from T when learning the function for T -> Y as the influence of X (age) on T is not properly accounted for. It will have learnt a relationship which is a combination of the true causal effect of T on Y, and its association with Y through X. Figure 3: