Panel data analysis using R provides practical guidelines for exploring, organizing, and analyzing panel data sets. The chapter covers traditional estimators and modern models like panel time series and dynamic panel data models. Statistical tests are used to test hypotheses and select the most suitable estimator for empirical analysis.