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This video covers fixed effects models and panel data analysis. By the end, viewers will learn how to identify an appropriate panel data analysis method, estimate a fixed effect model, and interpret the results. Using a model to analyze the effect of marriage on earnings for men, using log earnings as a dependent variable and a dummy variable for married as an independent variable, we found that married men earn 25% more than unmarried men. However, it may not make sense to use OLS with panel data as it disregards the panel nature of the dataset.