Data Science, Causal Inference, Statistics, Towards Data Science, Targeted Learning.
data from a non-controlled experiment in a way that allows effect estimation even in the presence of confounding factors. Here’s a step-by-step guide of how TMLE works: Step 1: Generate an initial estimate of E(Y|A, X). This is what we call g-computation in causal inference, it is a