Economics, Data Science, Statistics, Towards Data Science, Business.
mathematically, corr (Z, u) = 0. If Z is correlated with the error term, then we will have violated the Gauss-Markov Theorem and be unable to ascertain the unbiased and consistent regression coefficients between X and Y. An appropriate instrument meets this description: variable Z is correlated