The article compares different methods used in finance research to estimate standard errors in panel data sets. Corporate finance typically uses clustered standard errors, while asset pricing relies on the Fama-MacBeth procedure. The study shows when these methods give the same correct results and when they differ. Researchers can use this information to choose the appropriate method for their analysis.