From the course: Advanced and Specialized Statistics with Stata
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Panel data descriptives - Stata Tutorial
From the course: Advanced and Specialized Statistics with Stata
Panel data descriptives
- [Instructor] Let's take a look at generating a first set of statistics from panel data. Descriptive statistics are an important component of any data analysis, but especially so for panel data. This is because panel data is often more complex. And key to working with panel data is to understand the difference between individual observations with respect to time. In other words, differences in panel data can occur because of differences between people, but differences can also occur within people. These differences are called between and within variation. Between variation is when we want to explore how an individual's data varies compared to other individuals in the data. Within variation, is when we want to explore how an individual's data varies over time within the same individual. Both are important concepts to understand, and will pop up throughout this chapter. To highlight this further, here's an example of how…
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Setting up panel data4m 13s
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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 34s
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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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