Machine Learning, Causal Inference, Data Science, Deep Dives, Notes From Industry.
steps 3–6 with the two halves swapped out. Use the mean of both θ-estimates as final result. To better illustrate how this mechanism works in practice, let’s look at some step-by-step example code. For your own experiments, DML and many other modern methods are conveniently available in EconML, a