Causal Inference, Instrumental Variables, Stats 361, Stanford, Data Science.
wage equation and the instrumental variable in the problem (captured at 9:10, Yamada, 2020) To correctly estimate the causal effect of educ on ln(wage), we need to newly define an instrumental variable Z which quantitatively explain ability, and make an endogenous variable educ exogenous variable.