Data Science, Statistics, Causality, Machine Learning, Analytics.
one half, and perform inference on the other half. This leads to a dead end. On unseen data (the second half), our best guess for each observation is X = the zero vector, which reduces to OLS regression. The whole point of figuring out new methodology is because we know OLS doesn’t work. The paper