The goal of this course is to introduce students to statistical methods for the analysis of panel large-scale data. Topics include introduction to panel data and panel design, data management, and data visualization tools for panel data, statistical modeling of panel data including growth curve models, multilevel linear models, and generalized linear mixed models.