It cannot estimate the effect of variables that do not change over time (e.g., if you are studying individuals, "education level" might be dropped if it doesn't change during the study period). Random Effects (RE) Panel Data Analysis Fixed and Random Effects using Stata
Panel data has several advantages over other types of data: stata panel data
xtcsd, pesaran // For balanced panels