Data Science, Machine Learning, Tech, Artificial Intelligence, Economics.
function only of Z. If Z satisfies the exclusion restriction, variation in X* is exogenous to Y, and the effect of a change in X* on Y is the causal effect of X on Y. And how how well does this work? Very well if the two assumptions above are satisfied — and much less well if they are not. The plot