Economics, Data Science, Statistics, Towards Data Science, Business.
coefficients that allow us to estimate the true nature of the effect that X has on Y. Instrumental variables, or instruments for short, allow us to isolate the unproblematic part of the endogenous variable. If the instrumental variable, Z, meets two specific criteria, then instrumental variables