Difference In Difference, Observational Studies, Causal Inference, Instrumental Variable, Regression.
increased significantly, β^ of treatment variable changed significantly, then Z is confounder. After adding variable Z to the model, β^ of treatment variable didn’t change significantly, then Z is not confounder. Instrumental variables (IV) If many potential confounding factors are unknown or