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 In the world of quantitative research, panel data (or longitudinal data) is the gold standard for controlling for unobserved heterogeneity. While basic tutorials cover the "how-to," this guide dives into the advanced workflows and nuanced commands that separate novice analysts from seasoned econometricians.
The standard Hausman test often fails when you have heteroskedasticity. In these cases, use the Wooldridge test or the sigmamore option to ensure your model selection is robust against non-constant variance. 3. Handling Dynamic Panels: The GMM Advantage
Standard errors in panel data are often plagued by three demons: heteroskedasticity, autocorrelation, and (cross-sectional dependence).
quietly xtreg y x1 x2, fe estimates store fixed quietly xtreg y x1 x2, re estimates store random hausman fixed random Use code with caution. |
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