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This video covers fixed effects models and panel data analysis, helping you identify the appropriate method for a given question. It discusses three methods for estimating a fixed effect model and their interpretation. Using a model on the effect of marriage on men's earnings, it shows that married men earn 25% more than unmarried men based on results from the NLS survey. It also questions the use of OLS on panel data, highlighting the importance of considering the panel nature of the dataset.