Causal Inference Foundations

Why Do We Need Causal Inference? Three Sources of Endogeneity

An in-depth explanation of the three sources of endogeneity—omitted variable bias (OVB), reverse causality, and measurement error—and when OLS fails. Simulated data are used to intuitively demonstrate the necessity of causal inference.