Data Science, Causal Inference, Statistics, Towards Data Science, Targeted Learning.
Generate targeted estimate of the target parameter. With the new Y₁ and Y₀ for each individual we get from the last step, we can calculate the targeted estimate ATE=1\n ∑|Y₁-Y₀|. I will discuss more how TMLE compares to other causal inference methods, as well as how to implement TMLE in my next