From the course: Advanced and Specialized Statistics with Stata
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Challenge: Panel data modeling - Stata Tutorial
From the course: Advanced and Specialized Statistics with Stata
Challenge: Panel data modeling
(upbeat futuristic music) - [Instructor] Let's look at some panel data analysis challenges. This will help reinforce the knowledge you've already gained from the previous videos. Using the NLSW panel data, the first challenge is to explore the variable south. Use panel data descriptives to explore this variable and examine how many people transit to and from the south. Next, estimate a Pooled OLS regression model, a Random Effects regression model, and a Fixed Effects regression model for log wages. Use the variables hours worked, south, and the lag and lead of south. The final challenge is to select which of these three models should be used.
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Setting up panel data4m 12s
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Setting up panel data demo3m 40s
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Panel data descriptives3m 16s
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Panel data descriptives demo5m 52s
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Panel data dynamics3m 33s
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Panel data dynamics demo5m 52s
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Linear panel estimators5m 53s
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Linear panel estimators demo5m 15s
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Random or fixed effects2m 20s
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The Hausman test demo2m 14s
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Nonlinear panel data estimators2m 27s
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Nonlinear panel data estimators demo5m 18s
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Challenge: Panel data modeling50s
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Solution: Panel data modeling6m 47s
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