To ensure your panel data regression is valid, you must test for three major issues: Autocorrelation, Heteroscedasticity, and Cross-Sectional Dependence. Testing for Autocorrelation
, an economist tasked with understanding why some startups thrive while others fail. He doesn't just want a snapshot of today (cross-sectional data) or the history of a single giant (time-series). He needs the "exclusive" perspective of panel data. stata panel data exclusive
xtreg y x1 x2, be
xtreg y x1 x2, fe vce(cluster id)
* Include all dummies except one xtreg profit status_2 status_3, fe To ensure your panel data regression is valid,
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