Economics, Data Science, Statistics, Towards Data Science, Business.
mathematically, corr (Z, X) ≠ 0. Intuitively, if Z is uncorrelated with X, we will be unable to capture any variation in X based on our instrumental variable. Instrument exogeneity or instrument validity: The instrumental variable, Z, must be exogenous — uncorrelated with the error term. Expressed