This course introduces modern statistical methods for longitudinal data analysis to graduate students who need to understand research reports/scientific papers, analyze empirical data, or interpret their results. The topics covered by this course include SAS tutorial, review of linear regression, linear mixed models, generalized linear mixed models, and generalized estimating equations (GEE).