Data Science, Machine Learning, Rstats, Regression.
counterfactual is within the “convex hull” of observed data, or not. The convex hull is the smallest convex set including the observed data. Counterfactuals outside of this set will require extrapolation from the model to make predictions and will therefore be more model dependent. The whatif