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This video covers fixed effects models and panel data analysis. By the end, you will understand how to identify an appropriate method for a panel data analysis, distinguish between methods for estimating a fixed effect model, and interpret the results. Using a model to analyze the effect of marriage on men's earnings, we found that married men earned 25% more than unmarried men. However, there are concerns about using OLS with panel data, as it ignores the longitudinal nature of the dataset.