TY - RPRT AU - Goel, Deepti TI - Estimator of What? A Note on Teaching Regressions in Introductory Econometrics PY - 2025/Jul/ PB - Institute of Labor Economics (IZA) CY - Bonn T2 - IZA Discussion Paper IS - 18007 UR - https://www.iza.org/publications/dp18007 AB - The most widely used textbooks today conflate three distinct population parameters: the population regression function (PRF), the conditional expectation function (CEF), and the causal effect. They also incorrectly suggest, and sometimes state, that the Conditional Mean Zero assumption implies causal interpretation of regression coefficients. I highlight these issues and show that by incorporating new notation these limitations can easily be overcome. KW - conditional mean zero KW - unbiased estimator KW - causal effects ER -