Why should we use panel data? From Baltagi’s book
- Control for individual heterogeneity
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Increase the variance of the dependent variables (less correlation, more variability)
- Understand how populations change in composition and how treatment effects vary with time
- Build a model of unit behavior (how it will act next)
But they also suffer from
- Being expensive to measure many times and track individuals
- Attrition