Data Science, Statistics, Causality, Machine Learning, Analytics.
In this setup, we call X an instrumental variable if: X is strongly correlated with Y (strong first stage) X affects Z only through Y (exclusion restriction) In practice, finding an instrument is difficult. If X is only weakly correlated with Y, then the causal effect estimates can be severely