Data Science, Machine Learning, Rstats, Regression.
King and Zeng created the WhatIf R package to find quantitative answers to this question. It starts from the assertion that there will be more predictive model dependence the further away a counterfactual is from the observed data. One measure of distance that they propose is whether the