Instrumental Variables, Endogeneity, Regression, Linear Regression, Python.
variables are endogenous. Ordinary Least-Squares based estimation of a model containing endogenous variables yields biased estimates of the regression coefficients due to a phenomena known as Omitted Variable Bias. Functionally, this bias in coefficients leads to a whole host of practical problems