Data Science, Causal Inference, Machine Learning, Optimization, Notes From Industry.
of the treatment. When using the S-Learner, I recommend thinking carefully about the regularisation parameters e.g. set max features to 1.0 (effectively switching off the feature regularisation). How can non-linear programming be used to optimise pricing? Price optimisation Let’s say we have a