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This video covers fixed effects models and panel data analysis. By the end, viewers will be able to choose the appropriate method for panel data, understand the three methods for estimating a fixed effect model, and interpret the results. An example is given using a model to analyze the effect of marriage on men's earnings. Results showed that married men earned 25% more. However, the concern of using OLS with panel data is raised, as pooled OLS may not consider the panel nature of the dataset.