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Nick discusses the fixed effects estimator for panel data to obtain unbiased and consistent estimators for betas despite cross-sectional variation between explanatory variables and error terms. Panel data involves tracking economic agents over multiple time periods, such as in the Panel Study of Income Dynamics and the Health and Retirement Survey. This method is valuable for analyzing trends and behaviors over time.